Skip to content

Instantly share code, notes, and snippets.

@emallson
Last active March 15, 2020 20:01
Show Gist options
  • Save emallson/755eb96723b1193185bb9b64e8e3cf3f to your computer and use it in GitHub Desktop.
Save emallson/755eb96723b1193185bb9b64e8e3cf3f to your computer and use it in GitHub Desktop.
Display the source blob
Display the rendered blob
Raw
{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
"import requests\n",
"from matplotlib import pyplot as plt\n",
"import seaborn as sns"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [],
"source": [
"import numpy as np\n",
"import pandas as pd\n",
"from plotnine import *"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [],
"source": [
"SCALING = requests.get(\"https://raw.githubusercontent.com/emallson/WoWAnalyzer/azerite-8.2/src/common/AZERITE_SCALING.generated.json\").json()"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [],
"source": [
"MULT = np.array([\n",
" 1, 1, 1, 1, 1,\t# 5\n",
" 1, 1, 1, 1, 1,\t# 10\n",
" 1, 1, 1, 1, 1,\t# 15\n",
" 1, 1, 1, 1, 1,\t# 20\n",
" 1, 1, 1, 1, 1,\t# 25\n",
" 1, 1, 1, 1, 1,\t# 30\n",
" 1, 1, 1, 1, 1,\t# 35\n",
" 1, 1, 1, 1, 1,\t# 40\n",
" 1, 1, 1, 1, 1,\t# 45\n",
" 1, 1, 1, 1, 1,\t# 50\n",
" 1, 1, 1, 1, 1,\t# 55\n",
" 1, 1, 1, 1, 1,\t# 60\n",
" 1, 1, 1, 1, 1,\t# 65\n",
" 1, 1, 1, 1, 1,\t# 70\n",
" 1, 1, 1, 1, 1,\t# 75\n",
" 1, 1, 1, 1, 1,\t# 80\n",
" 1, 1, 1, 1, 1,\t# 85\n",
" 1, 1, 1, 1, 1,\t# 90\n",
" 1, 1, 1, 1, 1,\t# 95\n",
" 1, 1, 1, 1, 1,\t# 100\n",
" 1, 1, 1, 1, 1,\t# 105\n",
" 1, 1, 1, 1, 1,\t# 110\n",
" 1, 1, 1, 1, 1,\t# 115\n",
" 1, 1, 1, 1, 1,\t# 120\n",
" 1, 1, 1, 1, 1,\t# 125\n",
" 1, 1, 1, 1, 1,\t# 130\n",
" 1, 1, 1, 1, 1,\t# 135\n",
" 1, 1, 1, 1, 1,\t# 140\n",
" 1, 1, 1, 1, 1,\t# 145\n",
" 1, 1, 1, 1, 1,\t# 150\n",
" 1, 1, 1, 1, 1,\t# 155\n",
" 1, 1, 1, 1, 1,\t# 160\n",
" 0.994435486, 0.992604783, 0.994487319, 0.99265652, 0.994539154,\t# 165\n",
" 0.99270826, 0.994590992, 0.992760002, 0.994642833, 0.992811747,\t# 170\n",
" 0.994694676, 0.992863495, 0.994746522, 0.992915246, 0.994798371,\t# 175\n",
" 0.992966999, 0.994850222, 0.993018755, 0.994902077, 0.993070514,\t# 180\n",
" 0.994953934, 0.993122276, 0.995005793, 0.99317404, 0.995057655,\t# 185\n",
" 0.993225807, 0.99510952, 0.993277576, 0.995161388, 0.993329348,\t# 190\n",
" 0.995213259, 0.993381123, 0.995265132, 0.993432901, 0.991604043,\t# 195\n",
" 0.986086249, 0.980599158, 0.9751426, 0.969716406, 0.964320406,\t# 200\n",
" 0.958954431, 0.953618316, 0.948311894, 0.943034999, 0.937787468,\t# 205\n",
" 0.932569136, 0.927379842, 0.922219425, 0.917087722, 0.911984574,\t# 210\n",
" 0.906909824, 0.901863311, 0.89684488, 0.891854375, 0.886891639,\t# 215\n",
" 0.881956518, 0.877048859, 0.872168508, 0.867315314, 0.862489126,\t# 220\n",
" 0.857689793, 0.852917167, 0.848171097, 0.843451437, 0.83875804,\t# 225\n",
" 0.83409076, 0.82944945, 0.824833967, 0.820244167, 0.815679907,\t# 230\n",
" 0.811141045, 0.806627439, 0.80213895, 0.797675436, 0.79323676,\t# 235\n",
" 0.788822783, 0.784433368, 0.780068378, 0.775727676, 0.771411129,\t# 240\n",
" 0.767118601, 0.762849959, 0.75860507, 0.754383801, 0.750186022,\t# 245\n",
" 0.746011602, 0.74186041, 0.737732317, 0.733627196, 0.729544917,\t# 250\n",
" 0.725485354, 0.721448381, 0.717433871, 0.7134417, 0.709471744,\t# 255\n",
" 0.705523879, 0.701597981, 0.69769393, 0.693811602, 0.689950878,\t# 260\n",
" 0.686111637, 0.682293759, 0.678497126, 0.674721619, 0.670967121,\t# 265\n",
" 0.674618275, 0.678289297, 0.681980296, 0.685691379, 0.689422657,\t# 270\n",
" 0.693174239, 0.696946235, 0.700738758, 0.704551918, 0.708385827,\t# 275\n",
" 0.7122406, 0.716116349, 0.720013188, 0.723931232, 0.727870597,\t# 280\n",
" 0.731831398, 0.735813753, 0.739817778, 0.743843591, 0.747891312,\t# 285\n",
" 0.751961058, 0.756052951, 0.76016711, 0.764303657, 0.768462714,\t# 290\n",
" 0.772644402, 0.776848846, 0.781076169, 0.785326495, 0.78959995,\t# 295\n",
" 0.793896659, 0.79821675, 0.802560349, 0.806927584, 0.811318584,\t# 300\n",
" 0.808817976, 0.806293968, 0.803747209, 0.801178339, 0.798587986,\t# 305\n",
" 0.79597677, 0.793345301, 0.790694179, 0.788023995, 0.785335331,\t# 310\n",
" 0.782628758, 0.779904841, 0.777164134, 0.774407182, 0.771634523,\t# 315\n",
" 0.768846685, 0.766044188, 0.763227544, 0.760397257, 0.757553821,\t# 320\n",
" 0.754697723, 0.751829445, 0.748949456, 0.74605822, 0.743156195,\t# 325\n",
" 0.740243829, 0.737321564, 0.734389832, 0.731449063, 0.728499674,\t# 330\n",
" 0.725542079, 0.722576685, 0.719603889, 0.716624085, 0.713637657,\t# 335\n",
" 0.710644986, 0.707646443, 0.704642396, 0.701633203, 0.69861922,\t# 340\n",
" 0.695600793, 0.692578265, 0.68955197, 0.68652224, 0.683489397,\t# 345\n",
" 0.68045376, 0.677415642, 0.67437535, 0.671333185, 0.668289445,\t# 350\n",
" 0.665244419, 0.662198393, 0.659151648, 0.656104459, 0.653057097,\t# 355\n",
" 0.650009826, 0.646962908, 0.643916597, 0.640871144, 0.637826796,\t# 360\n",
" 0.634783795, 0.631742376, 0.628702772, 0.625665211, 0.622629917,\t# 365\n",
" 0.61959711, 0.616567003, 0.613539807, 0.61051573, 0.607494974,\t# 370\n",
" 0.604477737, 0.601464214, 0.598454595, 0.595449068, 0.592447815,\t# 375\n",
" 0.589451015, 0.586458845, 0.583471475, 0.580489074, 0.577511808,\t# 380\n",
" 0.574539836, 0.571573318, 0.568612407, 0.565657255, 0.56270801,\t# 385\n",
" 0.559764816, 0.556827814, 0.553897144, 0.550972939, 0.548055333,\t# 390\n",
" 0.545144454, 0.542240429, 0.53934338, 0.536453429, 0.533570692,\t# 395\n",
" 0.530695284, 0.527827318, 0.524966903, 0.522114145, 0.519269148,\t# 400\n",
" 0.516432015, 0.513602842, 0.510781728, 0.507968765, 0.505164046,\t# 405\n",
" 0.502367659, 0.499579691, 0.496800226, 0.494029347, 0.491267133,\t# 410\n",
" 0.488513662, 0.485769009, 0.483033248, 0.480306449, 0.477588682,\t# 415\n",
" 0.474880013, 0.472180509, 0.469490231, 0.466809241, 0.464137598,\t# 420\n",
" 0.461475359, 0.458822579, 0.456179312, 0.45354561, 0.450921523,\t# 425\n",
" 0.448307099, 0.445702384, 0.443107422, 0.440522259, 0.437946933,\t# 430\n",
" 0.435381487, 0.432825957, 0.430280381, 0.427744793, 0.425219228,\t# 435\n",
" 0.422703717, 0.420198292, 0.417702981, 0.415217812, 0.412742813,\t# 440\n",
" 0.410278008, 0.40782342, 0.405379073, 0.402944988, 0.400521184,\t# 445\n",
" 0.39810768, 0.395704493, 0.39331164, 0.390929136, 0.388556995,\t# 450\n",
" 0.386195229, 0.38384385, 0.381502868, 0.379172293, 0.376852134,\t# 455\n",
" 0.374542396, 0.372243087, 0.369954212, 0.367675775, 0.36540778,\t# 460\n",
" 0.363150228, 0.360903121, 0.358666459, 0.356440243, 0.35422447,\t# 465\n",
" 0.352019138, 0.349824245, 0.347639786, 0.345465756, 0.343302151,\t# 470\n",
" 0.341148963, 0.339006186, 0.336873811, 0.33475183, 0.332640234,\t# 475\n",
" 0.330539013, 0.328448155, 0.326367649, 0.324297483, 0.322237645,\t# 480\n",
" 0.32018812, 0.318148894, 0.316119953, 0.314101282, 0.312092864,\t# 485\n",
" 0.310094683, 0.308106722, 0.306128963, 0.304161387, 0.302203977,\t# 490\n",
" 0.300256712, 0.298319573, 0.296392539, 0.294475591, 0.292568705,\t# 495\n",
" 0.290671862, 0.288785037, 0.28690821, 0.285041356, 0.283184451,\t# 500\n",
" 0.281608668, 0.280041652, 0.278483357, 0.276933732, 0.275392731,\t# 505\n",
" 0.273860304, 0.272336404, 0.270820985, 0.269313998, 0.267815396,\t# 510\n",
" 0.266325134, 0.264843164, 0.26336944, 0.261903917, 0.260446549,\t# 515\n",
" 0.258997291, 0.257556097, 0.256122922, 0.254697723, 0.253280454,\t# 520\n",
" 0.251871071, 0.250469531, 0.24907579, 0.247689804, 0.246311531,\t# 525\n",
" 0.244940927, 0.24357795, 0.242222557, 0.240874706, 0.239534356,\t# 530\n",
" 0.238201463, 0.236875988, 0.235557888, 0.234247123, 0.232943652,\t# 535\n",
" 0.231647434, 0.230358428, 0.229076596, 0.227801896, 0.226534289,\t# 540\n",
" 0.225273736, 0.224020197, 0.222773633, 0.221534006, 0.220301277,\t# 545\n",
" 0.219075408, 0.21785636, 0.216644095, 0.215438576, 0.214239765,\t# 550\n",
" 0.213047625, 0.211862118, 0.210683209, 0.209510859, 0.208345033,\t# 555\n",
" 0.207185694, 0.206032806, 0.204886334, 0.203746241, 0.202612492,\t# 560\n",
" 0.201485052, 0.200363886, 0.199248958, 0.198140235, 0.197037681,\t# 565\n",
" 0.195941262, 0.194850944, 0.193766693, 0.192688476, 0.191616258,\t# 570\n",
" 0.190550007, 0.189489689, 0.188435271, 0.18738672, 0.186344004,\t# 575\n",
" 0.18530709, 0.184275946, 0.18325054, 0.18223084, 0.181216814,\t# 580\n",
" 0.180208431, 0.179205658, 0.178208466, 0.177216822, 0.176230697,\t# 585\n",
" 0.175250059, 0.174274877, 0.173305122, 0.172340764, 0.171381771,\t# 590\n",
" 0.170428115, 0.169479765, 0.168536693, 0.167598868, 0.166666262,\t# 595\n",
" 0.165738845, 0.164816589, 0.163899465, 0.162987444, 0.162080498,\t# 600\n",
" 0.161178599, 0.160281718, 0.159389828, 0.158502901, 0.15762091,\t# 605\n",
" 0.156743826, 0.155871623, 0.155004273, 0.15414175, 0.153284026,\t# 610\n",
" 0.152431075, 0.15158287, 0.150739385, 0.149900594, 0.14906647,\t# 615\n",
" 0.148236987, 0.14741212, 0.146591844, 0.145776131, 0.144964958,\t# 620\n",
" 0.144158298, 0.143356128, 0.14255842, 0.141765152, 0.140976298,\t# 625\n",
" 0.140191833, 0.139411734, 0.138635975, 0.137864534, 0.137097385,\t# 630\n",
" 0.136334504, 0.135575869, 0.134821455, 0.134071239, 0.133325198,\t# 635\n",
" 0.132583308, 0.131845547, 0.13111189, 0.130382316, 0.129656802,\t# 640\n",
" 0.128935325, 0.128217863, 0.127504392, 0.126794893, 0.126089341,\t# 645\n",
" 0.125387715, 0.124689993, 0.123996154, 0.123306176, 0.122620037,\t# 650\n",
" 0.121937716, 0.121259192, 0.120584443, 0.119913449, 0.119246189,\t# 655\n",
" 0.118582642, 0.117922787, 0.117266604, 0.116614073, 0.115965172,\t# 660\n",
" 0.115319882, 0.114678183, 0.114040055, 0.113405477, 0.112774431,\t# 665\n",
" 0.112146896, 0.111522853, 0.110902283, 0.110285166, 0.109671482,\t# 670\n",
" 0.109061214, 0.108454341, 0.107850845, 0.107250708, 0.10665391,\t# 675\n",
" 0.106060433, 0.105470258, 0.104883367, 0.104299742, 0.103719365,\t# 680\n",
" 0.103142217, 0.102568281, 0.101997538, 0.101429971, 0.100865563,\t# 685\n",
" 0.100304295, 0.09974615, 0.099191112, 0.098639161, 0.098090282,\t# 690\n",
" 0.097544458, 0.09700167, 0.096461903, 0.095925139, 0.095391363,\t# 695\n",
" 0.094860556, 0.094332703, 0.093807788, 0.093285793, 0.092766703,\t# 700\n",
" 0.092250501, 0.091737172, 0.091226699, 0.090719067, 0.090214259,\t# 705\n",
" 0.089712261, 0.089213056, 0.088716629, 0.088222964, 0.087732046,\t# 710\n",
" 0.08724386, 0.08675839, 0.086275622, 0.08579554, 0.085318129,\t# 715\n",
" 0.084843375, 0.084371263, 0.083901778, 0.083434906, 0.082970631,\t# 720\n",
" 0.08250894, 0.082049817, 0.08159325, 0.081139223, 0.080687723,\t# 725\n",
" 0.080238735, 0.079792246, 0.07934824, 0.078906706, 0.078467629,\t# 730\n",
" 0.078030994, 0.07759679, 0.077165001, 0.076735616, 0.076308619,\t# 735\n",
" 0.075883999, 0.075461741, 0.075041833, 0.074624262, 0.074209014,\t# 740\n",
" 0.073796077, 0.073385438, 0.072977084, 0.072571002, 0.072167179,\t# 745\n",
" 0.071765604, 0.071366263, 0.070969145, 0.070574236, 0.070181525,\t# 750\n",
" 0.069790999, 0.069402646, 0.069016454, 0.068632411, 0.068250505,\t# 755\n",
" 0.067870724, 0.067493056, 0.06711749, 0.066744014, 0.066372616,\t# 760\n",
" 0.066003285, 0.065636008, 0.065270776, 0.064907576, 0.064546397,\t# 765\n",
" 0.064187227, 0.063830057, 0.063474873, 0.063121667, 0.062770425,\t# 770\n",
" 0.062421138, 0.062073795, 0.061728385, 0.061384896, 0.061043319,\t# 775\n",
" 0.060703643, 0.060365856, 0.06002995, 0.059695912, 0.059363734,\t# 780\n",
" 0.059033403, 0.058704911, 0.058378247, 0.0580534, 0.057730361,\t# 785\n",
" 0.05740912, 0.057089666, 0.05677199, 0.056456081, 0.056141931,\t# 790\n",
" 0.055829528, 0.055518864, 0.055209928, 0.054902712, 0.054597205,\t# 795\n",
" 0.054293398, 0.053991282, 0.053690847, 0.053392083, 0.053094982,\t# 800\n",
" 0.052799534, 0.052505731, 0.052213562, 0.051923019, 0.051634092,\t# 805\n",
" 0.051346774, 0.051061054, 0.050776924, 0.050494375, 0.050213398,\t# 810\n",
" 0.049933985, 0.049656127, 0.049379815, 0.04910504, 0.048831794,\t# 815\n",
" 0.048560069, 0.048289856, 0.048021146, 0.047753932, 0.047488205,\t# 820\n",
" 0.047223956, 0.046961177, 0.046699861, 0.046439999, 0.046181583,\t# 825\n",
" 0.045924605, 0.045669057, 0.045414931, 0.045162219, 0.044910913,\t# 830\n",
" 0.044661006, 0.044412489, 0.044165355, 0.043919596, 0.043675205,\t# 835\n",
" 0.043432174, 0.043190495, 0.042950161, 0.042711164, 0.042473497,\t# 840\n",
" 0.042237153, 0.042002124, 0.041768402, 0.041535981, 0.041304854,\t# 845\n",
" 0.041075012, 0.04084645, 0.040619159, 0.040393133, 0.040168365,\t# 850\n",
" 0.039944848, 0.039722574, 0.039501537, 0.039281731, 0.039063147,\t# 855\n",
" 0.038845779, 0.038629621, 0.038414666, 0.038200907, 0.037988338,\t# 860\n",
" 0.037776951, 0.037566741, 0.0373577, 0.037149823, 0.036943102,\t# 865\n",
" 0.036737532, 0.036533105, 0.036329816, 0.036127659, 0.035926626,\t# 870\n",
" 0.035726711, 0.03552791, 0.035330214, 0.035133619, 0.034938117,\t# 875\n",
" 0.034743704, 0.034550372, 0.034358116, 0.034166929, 0.033976807,\t# 880\n",
" 0.033787743, 0.03359973, 0.033412764, 0.033226838, 0.033041947,\t# 885\n",
" 0.032858085, 0.032675246, 0.032493424, 0.032312614, 0.03213281,\t# 890\n",
" 0.031954006, 0.031776198, 0.031599379, 0.031423543, 0.031248687,\t# 895\n",
" 0.031074803, 0.030901887, 0.030729933, 0.030558936, 0.03038889,\t# 900\n",
" 0.030219791, 0.030051632, 0.029884409, 0.029718117, 0.02955275,\t# 905\n",
" 0.029388304, 0.029224772, 0.02906215, 0.028900434, 0.028739617,\t# 910\n",
" 0.028579695, 0.028420663, 0.028262515, 0.028105248, 0.027948856,\t# 915\n",
" 0.027793334, 0.027638678, 0.027484882, 0.027331942, 0.027179853,\t# 920\n",
" 0.027028611, 0.02687821, 0.026728645, 0.026579913, 0.026432009,\t# 925\n",
" 0.026284928, 0.026138665, 0.025993216, 0.025848576, 0.025704742,\t# 930\n",
" 0.025561707, 0.025419469, 0.025278022, 0.025137362, 0.024997485,\t# 935\n",
" 0.024858386, 0.024720061, 0.024582506, 0.024445716, 0.024309688,\t# 940\n",
" 0.024174416, 0.024039897, 0.023906127, 0.023773101, 0.023640815,\t# 945\n",
" 0.023509266, 0.023378448, 0.023248358, 0.023118992, 0.022990346,\t# 950\n",
" 0.022862416, 0.022735198, 0.022608688, 0.022482881, 0.022357775,\t# 955\n",
" 0.022233365, 0.022109647, 0.021986618, 0.021864273, 0.021742609,\t# 960\n",
" 0.021621622, 0.021501308, 0.021381664, 0.021262685, 0.021144369,\t# 965\n",
" 0.02102671, 0.020909707, 0.020793355, 0.02067765, 0.020562589,\t# 970\n",
" 0.020448168, 0.020334384, 0.020221233, 0.020108711, 0.019996816,\t# 975\n",
" 0.019885544, 0.01977489, 0.019664853, 0.019555427, 0.019446611,\t# 980\n",
" 0.0193384, 0.019230791, 0.019123781, 0.019017367, 0.018911544,\t# 985\n",
" 0.018806311, 0.018701663, 0.018597597, 0.01849411, 0.0183912,\t# 990\n",
" 0.018288862, 0.018187093, 0.018085891, 0.017985251, 0.017885172,\t# 995\n",
" 0.01778565, 0.017686681, 0.017588264, 0.017490394, 0.017393068,\t# 1000\n",
" 0.017296284, 0.017200039, 0.017104329, 0.017009151, 0.016914504,\t# 1005\n",
" 0.016820383, 0.016726786, 0.016633709, 0.016541151, 0.016449107,\t# 1010\n",
" 0.016357576, 0.016266554, 0.016176038, 0.016086027, 0.015996516,\t# 1015\n",
" 0.015907503, 0.015818985, 0.01573096, 0.015643425, 0.015556377,\t# 1020\n",
" 0.015469814, 0.015383732, 0.015298129, 0.015213002, 0.015128349,\t# 1025\n",
" 0.015044167, 0.014960454, 0.014877206, 0.014794422, 0.014712098,\t# 1030\n",
" 0.014630232, 0.014548822, 0.014467865, 0.014387358, 0.0143073,\t# 1035\n",
" 0.014227686, 0.014148516, 0.014069787, 0.013991495, 0.013913639,\t# 1040\n",
" 0.013836217, 0.013759225, 0.013682661, 0.013606524, 0.01353081,\t# 1045\n",
" 0.013455518, 0.013380645, 0.013306188, 0.013232145, 0.013158515,\t# 1050\n",
" 0.013085294, 0.013012481, 0.012940073, 0.012868067, 0.012796463,\t# 1055\n",
" 0.012725257, 0.012654447, 0.012584031, 0.012514007, 0.012444373,\t# 1060\n",
" 0.012375126, 0.012306264, 0.012237786, 0.012169689, 0.01210197,\t# 1065\n",
" 0.012034629, 0.011967662, 0.011901067, 0.011834844, 0.011768989,\t# 1070\n",
" 0.0117035, 0.011638376, 0.011573614, 0.011509212, 0.011445169,\t# 1075\n",
" 0.011381482, 0.01131815, 0.01125517, 0.01119254, 0.011130259,\t# 1080\n",
" 0.011068325, 0.011006735, 0.010945488, 0.010884581, 0.010824014,\t# 1085\n",
" 0.010763784, 0.010703888, 0.010644327, 0.010585096, 0.010526195,\t# 1090\n",
" 0.010467622, 0.010409375, 0.010351452, 0.010293851, 0.010236571,\t# 1095\n",
" 0.010179609, 0.010122964, 0.010066635, 0.010010619, 0.009954915,\t# 1100\n",
" 0.009899521, 0.009844435, 0.009789655, 0.00973518, 0.009681009,\t# 1105\n",
" 0.009627139, 0.009573568, 0.009520296, 0.00946732, 0.009414639,\t# 1110\n",
" 0.009362251, 0.009310155, 0.009258349, 0.00920683, 0.009155599,\t# 1115\n",
" 0.009104652, 0.009053989, 0.009003608, 0.008953508, 0.008903686,\t# 1120\n",
" 0.008854141, 0.008804872, 0.008755877, 0.008707155, 0.008658704,\t# 1125\n",
" 0.008610522, 0.008562609, 0.008514962, 0.008467581, 0.008420463,\t# 1130\n",
" 0.008373607, 0.008327012, 0.008280676, 0.008234598, 0.008188777,\t# 1135\n",
" 0.00814321, 0.008097897, 0.008052836, 0.008008026, 0.007963465,\t# 1140\n",
" 0.007919153, 0.007875086, 0.007831265, 0.007787688, 0.007744353,\t# 1145\n",
" 0.00770126, 0.007658406, 0.007615791, 0.007573413, 0.00753127,\t# 1150\n",
" 0.007489362, 0.007447688, 0.007406245, 0.007365033, 0.00732405,\t# 1155\n",
" 0.007283295, 0.007242767, 0.007202465, 0.007162387, 0.007122531,\t# 1160\n",
" 0.007082898, 0.007043485, 0.007004291, 0.006965316, 0.006926557,\t# 1165\n",
" 0.006888014, 0.006849686, 0.006811571, 0.006773668, 0.006735976,\t# 1170\n",
" 0.006698493, 0.006661219, 0.006624153, 0.006587293, 0.006550638,\t# 1175\n",
" 0.006514186, 0.006477938, 0.006441892, 0.006406046, 0.006370399,\t# 1180\n",
" 0.006334951, 0.0062997, 0.006264645, 0.006229785, 0.00619512,\t# 1185\n",
" 0.006160647, 0.006126366, 0.006092276, 0.006058375, 0.006024663,\t# 1190\n",
" 0.005991139, 0.005957801, 0.005924649, 0.005891681, 0.005858897,\t# 1195\n",
" 0.005826295, 0.005793874, 0.005761634, 0.005729574, 0.005697691,\t# 1200\n",
" 0.005665986, 0.005634458, 0.005603105, 0.005571926, 0.005540921,\t# 1205\n",
" 0.005510089, 0.005479428, 0.005448937, 0.005418617, 0.005388465,\t# 1210\n",
" 0.005358481, 0.005328663, 0.005299012, 0.005269525, 0.005240203,\t# 1215\n",
" 0.005211044, 0.005182047, 0.005153211, 0.005124536, 0.005096021,\t# 1220\n",
" 0.005067664, 0.005039465, 0.005011423, 0.004983536, 0.004955805,\t# 1225\n",
" 0.004928229, 0.004900806, 0.004873535, 0.004846416, 0.004819448,\t# 1230\n",
" 0.00479263, 0.004765962, 0.004739441, 0.004713069, 0.004686843,\t# 1235\n",
" 0.004660763, 0.004634828, 0.004609037, 0.00458339, 0.004557886,\t# 1240\n",
" 0.004532524, 0.004507302, 0.004482221, 0.00445728, 0.004432477,\t# 1245\n",
" 0.004407813, 0.004383285, 0.004358895, 0.004334639, 0.004310519,\t# 1250\n",
" 0.004286533, 0.004262681, 0.004238961, 0.004215373, 0.004191917,\t# 1255\n",
" 0.004168591, 0.004145395, 0.004122328, 0.004099389, 0.004076578,\t# 1260\n",
" 0.004053894, 0.004031336, 0.004008903, 0.003986596, 0.003964412,\t# 1265\n",
" 0.003942352, 0.003920415, 0.0038986, 0.003876906, 0.003855333,\t# 1270\n",
" 0.00383388, 0.003812546, 0.003791331, 0.003770234, 0.003749255,\t# 1275\n",
" 0.003728392, 0.003707645, 0.003687014, 0.003666497, 0.003646095,\t# 1280\n",
" 0.003625806, 0.003605631, 0.003585567, 0.003565615, 0.003545774,\t# 1285\n",
" 0.003526044, 0.003506423, 0.003486911, 0.003467508, 0.003448213,\t# 1290\n",
" 0.003429026, 0.003409945, 0.00339097, 0.003372101, 0.003353337,\t# 1295\n",
" 0.003334677, 0.003316121, 0.003297669, 0.003279319, 0.003261071,\t# 1300\n",
" ])"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [],
"source": [
"AZ_BASE_ILVL = 251\n",
"AZ_BASE_BUDGET = 179.2\n",
"MASTERY_PER_PCT = 72\n",
"CRIT_PER_PCT = 72\n",
"HASTE_PER_PCT = 68\n",
"VERS_PER_PCT = 85"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [],
"source": [
"BASE=355\n",
"STATS_AT_BASE = {\n",
" 'stamina': 5013,\n",
" 'primary': 2771 + 236 * 2, # 2x trinkets with static agi\n",
" 'secondaries': 2560,\n",
" 'wdps': 186.9,\n",
" 'armor': 1540\n",
"}"
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {},
"outputs": [],
"source": [
"ILVLS = np.arange(AZ_BASE_ILVL, 500, dtype=np.int32)"
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {},
"outputs": [],
"source": [
"FLASK_BUFF = 228\n",
"FOOD_BUFF = 100"
]
},
{
"cell_type": "code",
"execution_count": 9,
"metadata": {},
"outputs": [],
"source": [
"BASE_AGI = 1468"
]
},
{
"cell_type": "code",
"execution_count": 10,
"metadata": {},
"outputs": [],
"source": [
"AGI_AT_ILVL = np.round(STATS_AT_BASE['primary'] * (1.15 ** ((ILVLS - BASE) / 15)), decimals=1) + FLASK_BUFF + FOOD_BUFF"
]
},
{
"cell_type": "code",
"execution_count": 11,
"metadata": {},
"outputs": [],
"source": [
"WDPS_AT_ILVL = np.round(STATS_AT_BASE['wdps'] * 1.15 ** ((ILVLS - BASE) / 15), decimals=1)"
]
},
{
"cell_type": "code",
"execution_count": 12,
"metadata": {},
"outputs": [],
"source": [
"AP_AT_ILVL = BASE_AGI + AGI_AT_ILVL + 6 * WDPS_AT_ILVL"
]
},
{
"cell_type": "code",
"execution_count": 13,
"metadata": {},
"outputs": [],
"source": [
"SECONDARIES_PER_ILVL = np.round(np.round(STATS_AT_BASE['secondaries'] / MULT[BASE-1] * 1.15 ** ((ILVLS - BASE) / 15)) * MULT[ILVLS-1])"
]
},
{
"cell_type": "code",
"execution_count": 14,
"metadata": {},
"outputs": [],
"source": [
"ARMOR_PER_ILVL = np.round(STATS_AT_BASE['armor'] * 1.0327 ** ((ILVLS - BASE)/5))"
]
},
{
"cell_type": "code",
"execution_count": 15,
"metadata": {},
"outputs": [],
"source": [
"CHEST_ARMOR_PER_ILVL = np.round(255 * 1.0327 ** ((ILVLS - BASE)/5)) # 355 azerite chest has 255 armor"
]
},
{
"cell_type": "code",
"execution_count": 16,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"1868.0"
]
},
"execution_count": 16,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"ARMOR_PER_ILVL[385-AZ_BASE_ILVL]"
]
},
{
"cell_type": "code",
"execution_count": 17,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"6915.5"
]
},
"execution_count": 17,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"AGI_AT_ILVL[404-AZ_BASE_ILVL] + BASE_AGI"
]
},
{
"cell_type": "code",
"execution_count": 18,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"1869"
]
},
"execution_count": 18,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"251+232+91+309+135+193+174+271+213"
]
},
{
"cell_type": "code",
"execution_count": 19,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"1696.0"
]
},
"execution_count": 19,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"ARMOR_PER_ILVL[370-AZ_BASE_ILVL]"
]
},
{
"cell_type": "code",
"execution_count": 20,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"1695"
]
},
"execution_count": 20,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"228+210+83+280+123+175+158+245+193"
]
},
{
"cell_type": "code",
"execution_count": 21,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"1398.0"
]
},
"execution_count": 21,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"ARMOR_PER_ILVL[340-AZ_BASE_ILVL]"
]
},
{
"cell_type": "code",
"execution_count": 22,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"1409"
]
},
"execution_count": 22,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"189+175+69+233+102+146+131+204+160"
]
},
{
"cell_type": "code",
"execution_count": 23,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"1153.0"
]
},
"execution_count": 23,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"ARMOR_PER_ILVL[310-AZ_BASE_ILVL]"
]
},
{
"cell_type": "code",
"execution_count": 24,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"1147"
]
},
"execution_count": 24,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"154+142+56+190+83+119+107+166+130"
]
},
{
"cell_type": "code",
"execution_count": 25,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"<matplotlib.collections.PathCollection at 0x7f423ef3c320>"
]
},
"execution_count": 25,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": "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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"plt.plot(ILVLS, ARMOR_PER_ILVL)\n",
"plt.scatter([310, 340,355,370,385], [1147,1409,1540,1695,1868])"
]
},
{
"cell_type": "code",
"execution_count": 183,
"metadata": {},
"outputs": [],
"source": [
"def armor_base(ilvls=ILVLS, k=17986.5, armor=ARMOR_PER_ILVL):\n",
" base = armor[ilvls - AZ_BASE_ILVL] * 1.25 # Brewmaster's Balance\n",
" return 1 - base / (base + k)"
]
},
{
"cell_type": "code",
"execution_count": 184,
"metadata": {},
"outputs": [],
"source": [
"def armor_reduction(armor, ilvls=ILVLS, k=17986.5, armor_ilvl=ARMOR_PER_ILVL):\n",
" base = armor_ilvl[ilvls - AZ_BASE_ILVL] * 1.25 # Brewmaster's Balance\n",
" ar = base + armor\n",
" return 1 - (1 - ar / (ar + k)) / (1 - base / (base + k))"
]
},
{
"cell_type": "code",
"execution_count": 28,
"metadata": {},
"outputs": [],
"source": [
"def dodge_chance(agi, crit, rating, base_agi=BASE_AGI, P=452.27, D=80, v=0.01, h=1/0.94):\n",
" # TODO: crit?\n",
" chance = (agi - base_agi)/P + crit/D + rating / D\n",
" return 3 + base_agi/P + chance / (chance * v + h)"
]
},
{
"cell_type": "code",
"execution_count": 29,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"12.72256415661384"
]
},
"execution_count": 29,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"dodge_chance(4800, 0, 0)"
]
},
{
"cell_type": "code",
"execution_count": 30,
"metadata": {},
"outputs": [],
"source": [
"# Zek'voz Mythic Raw Melee damage\n",
"# https://www.warcraftlogs.com/reports/Gt2abKyzCrnMhgFm#fight=18&type=damage-taken&view=events\n",
"ZEKVOZ_MELEE_SIZE = 150000\n",
"ZEKVOZ_MELEE_FREQ = 1.5"
]
},
{
"cell_type": "code",
"execution_count": 31,
"metadata": {},
"outputs": [],
"source": [
"# Rastakhan Mythic Raw Melee Damage\n",
"# https://www.warcraftlogs.com/reports/y2f6LWpQc9wYjrKC#fight=last&type=damage-taken&target=96&ability=1&options=4098&view=events\n",
"RASTAKHAN_MELEE_SIZE = 212000\n",
"RASTAKHAN_MELEE_FREQ = 2"
]
},
{
"cell_type": "code",
"execution_count": 32,
"metadata": {},
"outputs": [],
"source": [
"# King Grong Mythic Raw Melee Damage\n",
"# https://www.warcraftlogs.com/reports/H2rZWB9kLFtfpQvV#fight=last&type=damage-taken&ability=1&options=4098\n",
"GRONG_MELEE_SIZE = 240000\n",
"GRONG_MELEE_FREQ = 2"
]
},
{
"cell_type": "code",
"execution_count": 33,
"metadata": {},
"outputs": [],
"source": [
"H_GRONG_MELEE_SIZE = 200000\n",
"H_GRONG_MELEE_FREQ = 2"
]
},
{
"cell_type": "code",
"execution_count": 34,
"metadata": {},
"outputs": [],
"source": [
"ASHVANE_MELEE_SIZE = 320000\n",
"ASHVANE_MELEE_FREQ = 1.5"
]
},
{
"cell_type": "code",
"execution_count": 35,
"metadata": {},
"outputs": [],
"source": [
"SHADHAR_MELEE_SIZE = 450000\n",
"SHADHAR_MELEE_FREQ = 1.5"
]
},
{
"cell_type": "code",
"execution_count": 36,
"metadata": {},
"outputs": [],
"source": [
"DEFAULT_MELEE_SIZE = SHADHAR_MELEE_SIZE\n",
"DEFAULT_MELEE_FREQ = SHADHAR_MELEE_FREQ"
]
},
{
"cell_type": "code",
"execution_count": 37,
"metadata": {},
"outputs": [],
"source": [
"from math import floor"
]
},
{
"cell_type": "code",
"execution_count": 38,
"metadata": {},
"outputs": [],
"source": [
"def calculatePrimaryStat(ilvl):\n",
" return floor(17.3 * (1.15 ** (ilvl / 15)))"
]
},
{
"cell_type": "code",
"execution_count": 39,
"metadata": {},
"outputs": [],
"source": [
"def calculateUnk8(ilvl):\n",
" return floor(4.325 * (1.15 ** (ilvl / 15)))"
]
},
{
"cell_type": "code",
"execution_count": 40,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"Text(0, 0.5, 'Budget')"
]
},
"execution_count": 40,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": "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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"plt.plot(np.arange(300,400), [calculatePrimaryStat(i) for i in range(300,400)], label=\"Primary\")\n",
"plt.plot(np.arange(300,400), [calculatePrimaryStat(i) * MULT[i-1] for i in range(300,400)], label=\"Secondary\")\n",
"plt.plot(np.arange(300,400), [calculateUnk8(i) for i in range(300,400)], label=\"Special\")\n",
"plt.legend()\n",
"plt.title('Scaling Functions')\n",
"plt.xlabel('Item Level')\n",
"plt.ylabel('Budget')"
]
},
{
"cell_type": "code",
"execution_count": 41,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"{'name': 'Resounding Protection',\n",
" 'effect_list': [707038],\n",
" 'scaling_type': -8,\n",
" 'effects': {'707038': {'type': 285, 'avg': 82.454002}}}"
]
},
"execution_count": 41,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"next(iter(SCALING.values()))"
]
},
{
"cell_type": "code",
"execution_count": 42,
"metadata": {},
"outputs": [],
"source": [
"def calculateAzeriteEffects(spellId, rank):\n",
" spell = SCALING[str(spellId)]\n",
" \n",
" if spell['scaling_type'] == -1:\n",
" budget = calculatePrimaryStat(rank)\n",
" elif spell['scaling_type'] == -8:\n",
" budget = calculateUnk8(rank)\n",
" elif spell['scaling_type'] == -7:\n",
" budget = calculatePrimaryStat(rank)\n",
" budget *= MULT[rank - 1]\n",
" return [round(spell['effects'][str(effid)]['avg'] * budget) for effid in spell['effect_list'] if spell['effects'][str(effid)]['avg'] > 0]"
]
},
{
"cell_type": "code",
"execution_count": 43,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"[14, 14]"
]
},
"execution_count": 43,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"calculateAzeriteEffects(268596, 79)"
]
},
{
"cell_type": "code",
"execution_count": 44,
"metadata": {},
"outputs": [],
"source": [
"import matplotlib as mpl\n",
"mpl.rcParams['figure.facecolor'] = 'white'"
]
},
{
"cell_type": "code",
"execution_count": 45,
"metadata": {},
"outputs": [],
"source": [
"from matplotlib import pyplot as plt\n",
"import numpy as np"
]
},
{
"cell_type": "code",
"execution_count": 46,
"metadata": {},
"outputs": [],
"source": [
"def plot_ilvl(spellId, max_ilvl=500, plot=True):\n",
" effects = np.array([calculateAzeriteEffects(spellId, ilvl) for ilvl in range(AZ_BASE_ILVL,max_ilvl)])\n",
" if not plot:\n",
" return effects\n",
" \n",
" fig, axs = plt.subplots(1, effects.shape[1], sharex=True, sharey=True, figsize=(6 * effects.shape[1],4))\n",
" \n",
" if type(axs) is not np.ndarray:\n",
" axs = [axs]\n",
" for i, ax in enumerate(axs):\n",
" ax.plot(np.arange(AZ_BASE_ILVL, max_ilvl), effects[:, i])\n",
" ax.set_facecolor('white')\n",
" ax.set_xlabel('Item Level')\n",
" fig.suptitle(SCALING[str(spellId)]['name'])\n",
" axs[0].set_ylabel('Effect Size')\n",
" fig.patch.set_facecolor('white')\n",
" \n",
" return fig, axs, effects"
]
},
{
"cell_type": "code",
"execution_count": 47,
"metadata": {},
"outputs": [],
"source": [
"VALUES = {}"
]
},
{
"cell_type": "code",
"execution_count": 48,
"metadata": {},
"outputs": [],
"source": [
"NANS = pd.DataFrame([{'haste': np.nan, 'crit': np.nan, 'vers': np.nan, 'mastery': np.nan}] * (280-AZ_BASE_ILVL))\n",
"NANS.index += AZ_BASE_ILVL"
]
},
{
"cell_type": "code",
"execution_count": 49,
"metadata": {},
"outputs": [],
"source": [
"def secondaries(dist=np.array([0.25,0.25,0.25,0.25]), ht=True, stagger_dist=np.array([0.2,0.5,0.3]), ratings=False):\n",
" if ratings:\n",
" scale = np.ones((4,))\n",
" shift = np.zeros((4,))\n",
" else:\n",
" scale = np.array([HASTE_PER_PCT, CRIT_PER_PCT, MASTERY_PER_PCT, VERS_PER_PCT]) * 100\n",
" shift = np.array([0, 0.1, 0.08, 0])\n",
" df = pd.DataFrame(SECONDARIES_PER_ILVL.reshape((-1,1)) * (dist / scale) + shift, columns=['haste', 'crit', 'mastery', 'vers'])\n",
" df.index += 251\n",
" if ht:\n",
" ht_mean = np.dot(stagger_dist, [0.08, 0.12, 0.15])\n",
" df['haste'] *= (1 + ht_mean)\n",
" df['haste'] += ht_mean\n",
" \n",
" #df = pd.concat([NANS, df])\n",
" return df"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Sweep the Leg (Monk)\n",
"When you Leg Sweep, your targets suffer 50% reduced movement speed, and you gain 0 Speed for 6 sec."
]
},
{
"cell_type": "code",
"execution_count": 50,
"metadata": {},
"outputs": [],
"source": [
"# Not in List"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Boiling Brew\n",
"Breath of Fire deals 60 additional damage over its duration, and has a chance to summon a Healing Sphere each time it deals damage."
]
},
{
"cell_type": "code",
"execution_count": 51,
"metadata": {},
"outputs": [
{
"data": {
"image/png": "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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"_, _, eff = plot_ilvl(272792)"
]
},
{
"cell_type": "code",
"execution_count": 52,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"array([558])"
]
},
"execution_count": 52,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"eff[325-AZ_BASE_ILVL] * 6"
]
},
{
"cell_type": "code",
"execution_count": 53,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"Text(0.5, 1.0, 'Boiling Brew --- DPS per Trait')"
]
},
"execution_count": 53,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": "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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"plt.plot(np.arange(AZ_BASE_ILVL, 500), eff.squeeze() * 6 / 15)\n",
"plt.ylabel('DPS per Trait')\n",
"plt.xlabel('Item Level')\n",
"plt.title('Boiling Brew --- DPS per Trait')"
]
},
{
"cell_type": "code",
"execution_count": 54,
"metadata": {},
"outputs": [],
"source": [
"def crit_multiplier(crit):\n",
" return ((1 - crit) * 1 +\n",
" (1 - crit) * crit * 1.65 +\n",
" crit * 2 +\n",
" crit * crit * 2 * 1.65)"
]
},
{
"cell_type": "code",
"execution_count": 55,
"metadata": {},
"outputs": [],
"source": [
"def boiling_brew(ppm=2.5, shout=True):\n",
" eff = plot_ilvl(272792, plot=False)\n",
" sec = secondaries()\n",
" AP = (1.1 if shout else 1.0) * AP_AT_ILVL * (1 + sec.mastery)\n",
" return {\n",
" 'dps': eff.squeeze() * 6/15 * (1 + sec.vers).fillna(1),\n",
" 'ehrps': 1.5 * AP * crit_multiplier(sec.crit) * (1 + sec.vers) / (60 / (ppm * (1 + sec.haste)))\n",
" }\n",
"\n",
"VALUES[272792] = boiling_brew"
]
},
{
"cell_type": "code",
"execution_count": 56,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"RangeIndex(start=251, stop=500, step=1)"
]
},
"execution_count": 56,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"secondaries().index"
]
},
{
"cell_type": "code",
"execution_count": 57,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"326 800.566864\n",
"327 807.102118\n",
"328 813.462303\n",
"329 820.239127\n",
"330 826.798819\n",
" ... \n",
"495 3853.008330\n",
"496 3892.749067\n",
"497 3932.859396\n",
"498 3973.449263\n",
"499 4013.770004\n",
"Length: 174, dtype: float64"
]
},
"execution_count": 57,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"boiling_brew()['ehrps'][355-280:]"
]
},
{
"cell_type": "code",
"execution_count": 58,
"metadata": {
"scrolled": true
},
"outputs": [
{
"data": {
"text/plain": [
"251 445.004861\n",
"252 447.336720\n",
"253 449.684446\n",
"254 452.061266\n",
"255 454.362978\n",
" ... \n",
"495 3853.008330\n",
"496 3892.749067\n",
"497 3932.859396\n",
"498 3973.449263\n",
"499 4013.770004\n",
"Length: 249, dtype: float64"
]
},
"execution_count": 58,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"VALUES[272792]()['ehrps']"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Elusive Footwork\n",
"\n",
"Blackout Strike deals an additional 169 damage. Blackout Strike critical hits grant an additional 1 stack of Elusive Brawler."
]
},
{
"cell_type": "code",
"execution_count": 59,
"metadata": {},
"outputs": [
{
"data": {
"image/png": "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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"_, _, eff = plot_ilvl(278571)"
]
},
{
"cell_type": "code",
"execution_count": 60,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"array([438])"
]
},
"execution_count": 60,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"eff[340-251]"
]
},
{
"cell_type": "code",
"execution_count": 61,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"Text(0.5, 1.0, 'Elusive Footwork --- DPS per Trait')"
]
},
"execution_count": 61,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": "iVBORw0KGgoAAAANSUhEUgAAAYUAAAEWCAYAAACJ0YulAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAALEgAACxIB0t1+/AAAADh0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uMy4xLjEsIGh0dHA6Ly9tYXRwbG90bGliLm9yZy8QZhcZAAAgAElEQVR4nO3deVxVdf7H8dcFBAURkF0wFHFBETcU9zXIMZdSFLUUc2scm0ynJqeaaRknNacpf2lTmCmVpaYl5pa7peMCIpZbAoKsIrsssn9/fzCdyQUR5XJZPs/Hg8fDe+5ZPt975L4533PO9+iUUgohhBACMDJ0AUIIIeoOCQUhhBAaCQUhhBAaCQUhhBAaCQUhhBAaCQUhhBAaCYVGYP369QwcOPCh19O8eXOuXLlSAxU1HHFxceh0OkpLSw1digD8/f3ZsGGDocuo1yQUGog2bdrQrFkzmjdvrv0899xzNbqNvLw83N3da3Sdhw8fxsjI6Ja6x4wZ89Dr1el0REdH10CFdcvtn5erqyuTJk0iLCzslvl0Oh0WFhY0b94cFxcXFi1aRFlZGQBHjx6lf//+WFlZ0bJlSwYMGHDH8rXhd7/7ndaOJk2aYGpqqr3+/e9//0Dr3Lt3L0899RQAn3zyCUOHDq3BihsHE0MXIGrOd999x6OPPmroMqqtVatWJCYmGrqMajPU0cGvn5dSiqSkJIKDgxk0aBA7d+5kxIgR2nxnz57Fw8ODS5cuMXToUDp06MDUqVMZPXo0//73v5k0aRLFxcX8+OOPmJmZ6b3u0tJSTEz+95Wze/du7d8zZszA1dWVJUuW3PfyQj/kSKGRuVt3x9ChQ/nkk08AiI6OZsiQIVhZWWFnZ0dgYKA2369/fZ88eRInJyftL0+Ab7/9Fm9vbwDKy8tZtmwZ7dq1w9bWlkmTJpGZmVntWouKinjhhRdo1aoVrVq14oUXXqCoqEh7f82aNXh4eNCyZUvGjh1LcnIyAIMHDwagW7duNG/enE2bNjFkyBC2bt0KwLFjx9DpdOzcuROAAwcO0L17d632JUuW4ObmhoODA9OnTycnJ+eWz27t2rU88sgjDB8+/I6at27dSps2bTh37ly121tdOp0OV1dX3nrrLWbPns3LL7981/k6derEoEGDOHfuHJcvXwZgypQpGBsb06xZM/z9/bV9d7s33niDgIAAAgMDsbS0pGfPnpw9e1Z7Pzk5mQkTJmBvb0/btm35v//7vzuWffrpp2nRogXr16+vVvv2799PmzZtePvtt3FycmLOnDlkZGQwatQo7O3tsbGxYcyYMSQlJWnLDBw4kPXr1/Pzzz/z3HPP8eOPP9K8eXPs7Oyqte3GTEJB3OKvf/0r/v7+ZGVlkZiYyB//+Mc75vH19cXCwoKDBw9q07788kumTp0KwAcffMC2bds4cuQIycnJ2NjYMH/+/GrX8o9//IMTJ04QGRnJ2bNnOXXqlPaX5MGDB/nLX/7C5s2bSUlJwc3NjcmTJwPwww8/ABV/Kefl5REYGMiQIUM4fPgwAEeOHMHd3V2b78iRIwwZMgSoOP+yfv16Dh06xJUrV8jLy7ujG+7IkSNcvHiR77///pbp69at4+WXX2b//v14eXlVu70PY/z48URERJCfn3/HexcuXODHH3+kR48edOjQAWNjY4KCgti9ezdZWVlVrjs0NJSJEyeSmZnJ1KlTeeKJJygpKaG8vJwxY8bQrVs3kpKSOHDgAO+///4tn0toaCgBAQFkZ2dr3TrVkZiYSF5eHvHx8Xz44YeUl5czZ84c4uPjuXr1Kk2aNGHBggV3LNe1a1dWrVrFoEGDyMvLIz09vdrbbrSUaBDc3NyUhYWFsrKy0n6Cg4OVUkqtW7dODRgwQCmlVGxsrAJUSUmJtuyQIUPUmjVrlFJKTZs2Tc2ZM0clJCTcsQ1ARUVFKaWUevXVV9UzzzyjlFLqxo0bytzcXMXFxSmllOrUqZPav3+/tlxycrIyMTG5ZZu/OnTokNLpdLfUvWnTJqWUUu7u7mrnzp3avHv27FFubm5KKaVmzpypXnrpJe293NxcZWJiomJjY++oVSml9u/fr7p27aqUUuqxxx5Ta9asUb6+vkoppQYPHqy2bt2qlFJq+PDhavXq1dpyly5d0mr/9bOLiYnR3v912ooVK5Snp+ddP7eadOjQIeXi4nLH9IsXLypAJSYmKqUq2m9paamsra2Vu7u7evXVV1VZWZlSSqkLFy6ooKAg5eLiooyNjdWYMWPUtWvX7rq9119/XfuclFKqrKxMOTk5qR9++EGdOHFCtW7d+pb53377bTVjxgxt2UGDBt1Xu4KCgtSrr756y7R9+/YpMzMzVVRUVOlyYWFhys7OTns9YMAAtW7dOqWUUmvWrFFDhgy5r+2L/5EjhQZk27ZtZGdnaz9z5syp9jreeecdlFL06dOHLl268Omnn951vqlTp/LNN99QVFTEN998Q8+ePXFzcwPg6tWrPPnkk1hbW2NtbY2npyfGxsakpqbedV2tWrW6pe5JkyYBFV0Tv64TwM3NTesiuv295s2bY2tre0tXwm/169ePy5cvk5qaSmRkJNOnTychIYH09HROnTqldTndbZulpaW31N66des71r9ixQrmz5+Pq6vrXbcPt55Y3bBhAxs2bNBe/+53v9Pa8etPfHx8peu6XVJSEjqdDmtra21aREQEWVlZxMTEsGTJEoyMKn7dPT09Wb9+PYmJiZw7d47k5GReeOGFStf92/YaGRnh6upKcnIyV69eJTk5WdvP1tbWvP3221V+VtXh6OiIqamp9jovL4/Zs2fzyCOP0KJFC4YPHy5HATVMzto0MhYWFgAUFBTQokULAK5du6a97+TkxJo1a4CKq1QeffRRBg8ejIeHxy3r6dy5M25ubuzevfuWriOo+CL49NNPGTBgwEPV2qpVK65evUqXLl0AiI+Pp1WrVre896v8/HwyMjJwcXG567rMzc3p1asXK1euxMvLC1NTU/r378+//vUv2rVrp/U5377e+Ph4TExMcHR01E6G63S6O9a/d+9eRo4ciZOTExMmTLhrDb89sfqr27tU8vLyKv087uXbb7+lZ8+e2v69X506dWLGjBl8/PHHlc6TkJCg/bu8vJzExERatWqFiYkJbdu2JSoqqtJl7/ZZVcfty69YsYLY2FhOnTqFk5MT4eHh9O7dWy/bbqzkSKGRsbe3x8XFhS+++IKysjI+/fRTYmJitPe//vpr7cvPxsYGnU6n/YV5u6lTp7Jy5Up++OEHJk6cqE3//e9/z6uvvqp9uaalpREaGlrtWqdMmcKSJUtIS0sjPT2dt956i6efflp7b926dURGRlJUVMQrr7yCr68vbdq0ASr+wrz9noohQ4awatUq7fzB0KFDb3n963rfe+89YmNjycvL45VXXiEwMLDKq166dOnCnj17mD9/Ptu3b692Wx+E+u/VR2+++SaffPIJb7/9dpXLXLp0iXfffVfbxwkJCXz11Vf07du30mVOnz7NN998Q2lpKe+//z5mZmb07duXPn36YGlpyfLly7l58yZlZWWcO3dOr5e35ubmYm5ujo2NDRkZGbz11luVzvtrkJeUlOitnoZIQqEBGTNmzC3dD08++eRd51uzZg0rVqzA1taW8+fP079/f+29sLAwfH19ad68OWPHjmXlypWV3pswZcoUjhw5wvDhw2+5umPBggWMHTsWf39/LC0t6du3LydPnqx2e1577TV8fHzw9vama9eu9OzZk9deew2ARx99lL///e9MmDABZ2dnYmJi2Lhxo7bsG2+8QVBQENbW1mzevBmoCIXc3Fytq+j21wAzZ85k2rRpDB48mLZt29K0aVM++OCD+6q3W7du7Nixgzlz5tz1qKCmJCcna/u4d+/e/Pzzzxw+fBh/f/8ql7W0tOTkyZPaxQJ9+/bFy8uLd999t9Jlxo0bx6ZNm7CxseHzzz/nm2++oUmTJhgbG7Njxw4iIyNp27YtdnZ2zJ49W7taSx8WLVpETk4Otra29O/fX+t2uxs/Pz/at2+Po6MjTk5OequpodEpJQ/ZEULc3RtvvEF0dDRffPGFoUsRtUSOFIQQQmgkFIQQQmik+0gIIYRGjhSEEEJo6vV9CnZ2dtoliEIIIe5PXFxcpTf91etQaNOmDeHh4YYuQwgh6hUfH59K35PuIyGEEBoJBSGEEBoJBSGEEBoJBSGEEBoJBSGEEBoJBSGEEBoJBSGEEBoJBSGEqEeUUvxj5wUup+bqZf0SCkIIUY/sOXeNNT/G8nOifp5bIaEghBD1RFm54t19l2lnb8ETPe7+6NmHJaEghBD1xJbTCURfz2OhXweMjfTzDGoJBSGEqAeyC4pZvucXfNxsGOXlrLftSCgIIUQ98M73v5BdUMxb47ww0tNRAkgoCCFEnXcqNpMvT8Yza2BbOrdqoddtSSgIIUQdVlRaxl+++QlXm2Ys9Oug9+3V6+cpCCFEQ/fhoRhi0vIJmdkHc1P9f2XLkYIQQtRRUam5fHg4mie6t2JIB/ta2aaEghBC1EHl5YrF3/yMhZkJfx3duda2K6EghBB10Jen4jl9NYvXHu+MbXOzWtuuhIIQQtQx13IKWb77EgM97JjQUz93LldGQkEIIeqY17efo7isnH886YVOp797Eu5Gr6GQnZ1NQEAAnTp1wtPTk+PHj5OZmYmfnx/t27fHz8+PrKwsoGLkv+effx4PDw+8vb2JiIjQZ2lCCFEn7Tl3je/Pp/LCox1ws7Wo9e3rNRQWLFjAyJEjuXTpEmfPnsXT05Nly5YxYsQIoqKiGDFiBMuWLQNg9+7dREVFERUVRXBwMPPmzdNnaUIIUefcKCzh9e3n8HRuwexBbQ1Sg95CIScnhx9++IFZs2YBYGpqirW1NaGhoQQFBQEQFBTEtm3bAAgNDWX69OnodDr69u1LdnY2KSkp+ipPCCHqnHf2XCItt4hl47vSxNgwvft622psbCz29vY888wz9OjRg9mzZ5Ofn09qairOzhWDOTk5OZGamgpAUlISrVu31pZ3dXUlKSnpjvUGBwfj4+ODj48PaWlp+ipfCCFqVXhcJl+ciGdG/7Z0a21tsDr0FgqlpaVEREQwb948zpw5g4WFhdZV9CudTlftkyhz584lPDyc8PBw7O1r52YOIYTQp4qhLH7GxboZf/LX/1AW96K3UHB1dcXV1RVfX18AAgICiIiIwNHRUesWSklJwcHBAQAXFxcSEhK05RMTE3Fxqd1LsYQQwhA+OnyFqOt5LHnCCwszw44+pLdQcHJyonXr1vzyyy8AHDhwgM6dOzN27FhCQkIACAkJYdy4cQCMHTuWzz77DKUUJ06cwMrKSutmEkKIhupyai6rD0UzplsrhnVyMHQ5+h0Q74MPPuCpp56iuLgYd3d31q1bR3l5OZMmTWLt2rW4ubmxefNmAEaNGsWuXbvw8PDA3NycdevW6bM0IYQwuKz8YuZ8Fk6LZib8rRaHsrgXnVJKGbqIB+Xj40N4eLihyxBCiGpTSjHns9P8EJXGV3P60svNpta2fa/vTrmjWQghDGDXz9fYfzGVl/w71mogVEVCQQghall2QTGvbz9HVxcrnhnQxtDl3EIesiOEELXs7V0XySooIWRmH0wMdJNaZepWNUII0cAdi05nc3gicwe706WVlaHLuYOEghBC1JKbxWW88u3PtLE1Z8GI9oYu566k+0gIIWqBUoo/b/2JqxkFfDnHl6ZNjA1d0l3JkYIQQtSCtUdj+e5sMn8e2ZH+7ewMXU6lJBSEEELPEjIL+OfeX3jU05F5Q9oZupx7klAQQgg9Ukrx+vbzGOl0vDWuS60/Sa26JBSEEEKP9py7xsFL11nk14FW1s0MXU6VJBSEEEJPUm8U8vr283R2bsGM/m0MXc59kauPhBBCDwpLypj7WTh5RaV18ia1ykgoCCGEHqw6GM3ZxBw+ntYLT+cWhi7nvtWP6BJCiHrkfHIOHx2JYUJPVx7r4mTocqpFQkEIIWpQel4Rcz87TUsLU1573NPQ5VSbdB8JIUQNUUqxcFMk6XlFfP37fthYmBq6pGqTIwUhhKgh355J4seodF4Z5Ym3q7Why3kgEgpCCFEDoq/n8fr28/R8xJppfd0MXc4Dk1AQQoiHlFdUyuyQMMxMjPi/KT0wMqrbdy3fi5xTEEKIh7RizyWuZhawaW4/XG3MDV3OQ5EjBSGEeAjHYzL47MRVgvq1oU/bloYu56FJKAghxAO6mpHPvA2ncbez4MXHOhq6nBohoSCEEA8g52YJM9eHAbA2qDfNzRpGb7yEghBCVJNSij9tjuRqRgEfPd2LNnYWhi6pxkgoCCFENW0/m8z+i9dZ/LtO9HW3NXQ5NUqvodCmTRu6du1K9+7d8fHxASAzMxM/Pz/at2+Pn58fWVlZQEXyPv/883h4eODt7U1ERIQ+SxNCiAeSmFXAm99doFtra54Z0NbQ5dQ4vR8pHDp0iMjISMLDwwFYtmwZI0aMICoqihEjRrBs2TIAdu/eTVRUFFFRUQQHBzNv3jx9lyaEENVScT9COCVl5bw7sRvG9fh+hMrUevdRaGgoQUFBAAQFBbFt2zZt+vTp09HpdPTt25fs7GxSUlJquzwhhLirkrJy5m+IIOp6Hqun9sTDobmhS9ILvYaCTqfD39+fXr16ERwcDEBqairOzs4AODk5kZqaCkBSUhKtW7fWlnV1dSUpKemOdQYHB+Pj44OPjw9paWn6LF8IIYCK7u2/hZ7jyOU0ljzhxeAO9oYuSW/0eg3V0aNHcXFx4fr16/j5+dGpU6db3tfpdNV+iPXcuXOZO3cugHaeQggh9Gnt0Vi+OpXAH4a2Y0qfRwxdjl7p9UjBxcUFAAcHB5588klOnTqFo6Oj1i2UkpKCg4ODNm9CQoK2bGJiora8EEIYSnxGASu+/wW/zo686N8wblC7F72FQn5+Prm5udq/9+7di5eXF2PHjiUkJASAkJAQxo0bB8DYsWP57LPPUEpx4sQJrKystG4mIYQwhPJyxV9Dz2FipOPv47zq9UB390tv3Uepqak8+eSTAJSWljJ16lRGjhxJ7969mTRpEmvXrsXNzY3NmzcDMGrUKHbt2oWHhwfm5uasW7dOX6UJIUSVlFK8teMCRy6n8fdxXXCyamrokmqFTimlDF3Eg/Lx8dEudRVCiJr0yY9XWLLzIrMHtuW10Z0NXU6Nutd3p9zRLIQQtzlwMZV/7LrI77yceGVU/XvO8sOQUBBCiN+4mHKD5786g1crK96d1K1RnEf4LQkFIYT4r7TcImaHhGPZtAmfBPlgbtowRj6tjsbXYiGEuIvCkjLmfh5OZn4xX/++H44tGseJ5dtJKAghGj2lFC9t+Ykz8dl89HQvvFysDF2SwUj3kRCi0Vt5IIrvzibz55EdGenlZOhyDEpCQQjRqG0/m8z7+6OY0NOVeUPaGbocg5NQEEI0Wmfis3jx67P0adOSt8d7VXsstoZIQkEI0SglZd9kzmencWrRlI+m9cLMxNjQJdUJcqJZCNHo5BWVMmt9GEWlZWyc60tLC1NDl1RnSCgIIRqVsnLFCxvPEHU9j3UzeuPhYGnokuoU6T4SQjQqy3ZfZP/F67wxpnODfljOg6oyFFatWnVf04QQoq7beCqeNT/GMqN/G6b1a2PocuqkKkPh008/vWPa2rVr9VKMEELoy39i0nlt2zkGd7Dntccb1yB31VHpOYVNmzaxceNGYmNjGT9+vDY9NzcXa2vrWilOCCFqQmx6PvO+iKCtnQWrpvbAxFh6zitTaSj06dMHW1tbEhMTmT9/vjbd0tKSHj161EpxQgjxsLILipm1PgxjIx2fzuhNi6ZNDF1SnVZpKLRt25a2bdvy6KOP1mY9QghRY7ILipnzWTiJWTf5co4vrVuaG7qkOq/SUBgyZAhHjhzBxsbmlrv8lFLodDoyMzNrpUAhhHgQ128UMunj4yRnF/JeYHd82rQ0dEn1QqWhcOjQIQDS09NrrRghhKgJBcWlzAoJ53puEV/O8ZVAqIZKQ8HIqOJEjLFxxa3fmZmZFBYWau+3atVKz6UJIUT1lZUrFmyM5HxyDmum+0ggVFOVp+B37txJhw4dcHV1xdfXF1dXV4YPH14btQkhRLUt3XWRfRdS+dvozozwdDR0OfVOlaHw6quvcuzYMTp27EhCQgLff/89gwYNqo3ahBCiWtYdi+WToxU3p80Y0NbQ5dRLVYaCiYkJ9vb2lJeXo5TCz8+PU6dO1UZtQghxX5RSvL3rIm9+dwG/zo78dXRnQ5dUb1U5IJ6VlRV5eXkMHDiQ6dOn4+DgQLNmzWqjNiGEuC8fHblC8A9XeLrvI7wxpgvGRvJchAdV5ZHCtm3baNasGe+//z5Dhw7FxcWF7777rjZqE0KIKn1//hrvfH+JMd1a8fdxXnK38kO656dXVlbG+PHjMTY2pkmTJsyaNYtFixZhb3//IwuWlZXRo0cPRo8eDUBsbCy+vr54eHgQGBhIcXExAEVFRQQGBuLh4YGvry9xcXEP3iohRKNw+momCzdF4u1qzYoAb3lyWg24ZygYGxtTVlbGjRs3HngDK1euxNPzf4NPvfzyyyxcuJDo6GhsbGy0wfXWrl2LjY0N0dHRLFy4kJdffvmBtymEaPi+PBlP4McnsGtuxpppvWjaRJ6cVhOqPM6ysrKiW7duPPvssyxatEj7uR+JiYns3LmT2bNnAxUngw4ePEhAQAAAQUFBbNu2DYDQ0FCCgoIACAgI4MCBAyilHqhRQoiG7cDFVF7d9jMD29vx3R8H4tCiqaFLajCqPNE8evRoreunul544QXeeecdcnNzAcjIyMDa2hoTk4rNurq6kpSUBEBSUhKtW7euKMrEBCsrKzIyMrCzs7tlncHBwQQHBwOQlpb2QHUJIeqvS9du8PxXZ/BqZcW/n+pFM1M5QqhJlYbCjBkzWL9+PbNmzXqgFe/YsQMHBwd69erF4cOHH7S+O8ydO5e5c+cC4OPjU2PrFULUfXHp+cxaH46FmQlrpvtIIOhBpaHw008/PdSKjx07xvbt29m1axeFhYXcuHGDBQsWkJ2dTWlpKSYmJiQmJuLi4gKAi4sLCQkJuLq6UlpaSk5ODra2tg9VgxCi4TgTn8WMdWHodPD5TF+crKTLSB8qDYWCggLOnDlTab9+z54977nipUuXsnTpUgAOHz7MP//5TzZs2MDEiRPZsmULkydPJiQkhHHjxgEwduxYQkJC6NevH1u2bGH48OFyJYEQAoCo1FyeWR+GVbMmfDHLl0dsZQhsfak0FJKSkvjTn/5011DQ6XQcPHjwgTa4fPlyJk+ezGuvvUaPHj207qlZs2Yxbdo0PDw8aNmyJRs3bnyg9QshGpb/xKQz74sImhgb8fmsPhIIeqZTlRwK9OjRgzNnztR2PdXi4+NDeHi4ocsQQujJuaQcAj76D4+0NGdtUG95SE4Nudd3Z5VXHwkhhCFcSL7BzPVh2FqYsWF2X+wtzQxdUqNQ6X0Ky5cvr806hBBCc+JKBhP+/R+MdBXPVZZAqD2VHin4+/vXZh1CCAHAT4nZzAkJx8WmGV/O9pUb02qZjBwlhKgzdv+cQuDHJ2jRrAmfzewjgWAAVQ6I9+KLL9ZWLUKIRmz1oWjmbYigk7Ml387vTytrGaLfEO55otnY2JijR4/WVi1CiEYq+IcYVnz/C090b8WyCd4yuJ0BVXn1UY8ePRg7diwTJ07EwsJCmz5+/Hi9FiaEaPjKyxX/dzCK9/dH8bi3M/+a1B0jeUCOQVUZCoWFhdja2t5ys5pOp5NQEEI8lILiUl78+iy7fr7GhJ6uvD3eSwKhDqgyFNatW1cbdQghGpGSsnJmrQ/nRGwGr47yZPagtjKsTR1R5dVHly9fZsSIEXh5eQEVA+UtWbJE74UJIRqmkrJyFm/9meNXMvhnQDfmDHaXQKhDqgyFOXPmsHTpUpo0aQKAt7e3jEskhHgg128UMnXNCbZGJLJgRHsm9HI1dEniNlV2HxUUFNCnT59bFzKR0TGEENXzy7Vcnl57krzCUlZO7s647i6GLkncRZXf7nZ2dsTExGiHd1u2bMHZ2VnvhQkhGo70vCJmrg9DB2ybP4COTpaGLklUospQWL16NXPnzuXSpUu4uLjQtm1bNmzYUBu1CSEagIj4LP745Rky8ovY/Gw/CYQ6rspQcHd3Z//+/eTn51NeXo6lpexQIUTVlFJ8eSqeN7afx8mqKV/N6Yu3q7WhyxJVqDIUMjIyePPNNzl69Cg6nY6BAwfyt7/9TR6VKYSoVGFJGa+HnmdTeAJDO9qzMrAHVuZNDF2WuA9VXn00efJk7O3t2bp1K1u2bMHe3p7AwMDaqE0IUQ9dv1FIYPAJNoUn8MfhHqwN6i2BUI9UeaSQkpLCX//6V+31a6+9xqZNm/RalBCifiooLmVmSBhX0vL56OmejPSSi1LqmyqPFPz9/dm4cSPl5eWUl5ezefNmHnvssdqoTQhRj2TlFzP3s9NcSL7Bqqk9JBDqqUqf0fwrS0tL8vPzMTauGLWwrKxMGxhPp9Nx48YN/VdZCXlGsxB1w0+J2cz7IoK03CL+8aQXE31aG7okcQ8P9Yzm3NzcGi9ICNFwbAqL56+h57GzMOXr3/ejW2u5wqg+k1uThRAPpLCkjDe2n2djWAIDPexYObk7ts3lWcr1nYSCEKLakrNvMu+L05xNzGH+sHYs8uuIsQx73SBIKAghquXElQzmb4igqLSc4Gm98O/iZOiSRA2qNBQKCgpo0qSJNjrqL7/8wq5du3Bzc5MH7AjRCCmlWP+fOJbsvIibrTnB03zwcGhu6LJEDav0ktSRI0cSFxcHQHR0NP369ePKlSusXr2av/zlL1WuuLCwkD59+tCtWze6dOnC66+/DkBsbCy+vr54eHgQGBhIcXExAEVFRQQGBuLh4YGvr6+2bSGE4RUUl7JwUyRvfneBYR0dCJ0/QAKhgao0FLKysmjfvj0AISEhTJkyhQ8++IDdu3ezY8eOKldsZmbGwYMHOXv2LJGRkezZs4cTJ07w8ssvs3DhQqKjo7GxsWHt2rUArF27FhsbG6Kjo1m4cCEvv/xyDTVRCPEw4tLzGURqDU8AABsfSURBVP/hfwg9m8wivw4ET+uFZVO5Q7mhqjQUfvskpIMHD+Ln5weAqakpRkZV3vOGTqejefOKvyRKSkooKSlBp9Nx8OBBAgICAAgKCmLbtm0AhIaGEhQUBEBAQAAHDhygilsohBB6dujSdcasOsq1G4Wsf6YPz49oL89RbuAqPafg7e3Niy++SKtWrYiOjsbf3x+A7Ozs+155WVkZvXr1Ijo6mvnz59OuXTusra21h/S4urqSlJQEQFJSEq1bV9zwYmJigpWVFRkZGdjZ2d2yzuDgYIKDgwFIS0urRlOFEPervFzx4eFo3t13GU+nFnw8rRetW5obuixRCyr9k3/NmjXY2dkRHx/P3r17MTev+A9x4cIFXnzxxftaubGxMZGRkSQmJnLq1CkuXbr00AXPnTuX8PBwwsPDsbe3f+j1CSFulVtYwrwNp/nn3suM69aKrfP6SyA0IpUeKTRr1oyRI0cSHR2NqampNr1///7079+/WhuxtrZm2LBhHD9+nOzsbEpLSzExMSExMREXl4pH8rm4uJCQkICrqyulpaXk5OTI8NxC1LKo1Fye/eI0VzMK+Ovozswc0OaWrmTR8FV6pPDWW28RGBjI1q1befzxx1mzZk21VpyWlqZ1Nd28eZN9+/bh6enJsGHD2LJlC1BxAnvcuHEAjB07lpCQEKDikZ/Dhw+X/4xC1JLCkjI2hcUzbvUxbtwsYcNsX2YNbCu/g41QpUcKmzZt4syZM5ibm5ORkcHIkSOZM2fOfa84JSWFoKAgysrKKC8vZ9KkSYwePZrOnTszefJkXnvtNXr06MGsWbMAmDVrFtOmTcPDw4OWLVuycePGh2+dEKJKRy6nsXBTJJn5xfR8xJoPn+qFk1VTQ5clDKTSUDAzM9POI9ja2lJeXl6tFXt7e3PmzJk7pru7u3Pq1Kk7pjdt2pSvv/66WtsQQjw4pRTBP1xh+Z5LdHC05P8m96BfO1sZrqKRqzQUrly5wtixY4GK/zwxMTHaa4Dt27frvzohhF7cLC7jz1t/4ruzyTzu7cyKAG/MTWXUG3GPUAgNDb3l9f1ecSSEqNsSMgt49vPTXLx2gz+P7Mi8Ie3k3IHQVBoKQ4YM0f796/0AcgmoEPVXWm4RK76/xM6fUjAy0vHpjN4M6+hg6LJEHVPp1UdKKd58803s7Ozo2LEjHTp0wN7enrfeeqs26xNC1IDIhGzGfHCU0MiK7qLvnhsogSDuqtJQeO+99zh69ChhYWFkZmaSlZXFyZMnOXbsGO+9915t1iiEeAibwxKY9NFxTIx1fPOH/rwT0I02dhaGLkvUUZU+o7lHjx7s27fvjmEm0tLS8Pf3v+uVRbVNntEsROXOJeXw6dFYvjmTxEAPOz6Y0gMbC9OqFxQN3gM9o7mkpOSOQICK8wolJSU1V50QokaVlpXz7r7L/PtwDKYmRswb2o4/+XXAxLjqgSyFqDQUfju0RXXeE0IYzvXcQhZuiuRYdAZT+jzC4pGdsDKXYa7F/as0FM6ePUuLFi3umK6UorCwUK9FCSGqp7i0nH/u/YWQ/8QBsCLAm4k+rQ1blKiXKg2FsrKy2qxDCPGAruUUMm/Dac7EZzOhpyvzh7XD3V6eiiYejNzCKEQ9lZVfzBcnrrL+P3HcLClj9dSePO7tbOiyRD0noSBEPRSZkM0fvjhNck4h/dxt+fsTXfBwsDR0WaIBkFAQoh4pLi3ny5NXeXvXJewtzdj+3AC8Xa0NXZZoQCQUhKgnjkal8/LWn0jKvsmQDva8H9hd7jsQNU5CQYg67vTVTP59OIYDl67Tzr4562b0ZmhHexnETuiFhIIQdVROQQkbw+JZ8f0v2FiY8oeh7XhuWHuamRobujTRgEkoCFEHfX/+Gos2RZJfXMawjvasnNKDFk3lJjShfxIKQtQh4XGZvL8/iqPR6XRrbc3fx3Whq4uVdBWJWiOhIEQdkJFXxKbwBN7bdxm75mYsfLQDzw5xp2kT6SoStUtCQQgD23chlRc2niG/uIzhnRx4L7A7Vs2kq0gYhoSCEAZy+momy3ZfIiwuC29XK94J8KaT053jjQlRmyQUhKhlKTk3+To8kQ8ORuFg2ZSXR3bimQFtpKtI1AkSCkLUkqTsm7zyzc/8EJWGUvCopwPvTuwuQ1uLOkVCQQg9y8grYvvZZFYfiqaopJw/Dm/P+B4u8khMUSfp7VFMCQkJDBs2jM6dO9OlSxdWrlwJQGZmJn5+frRv3x4/Pz+ysrKAiuc0PP/883h4eODt7U1ERIS+ShOiVhQUl/Li12fxffsAb353ARfrZnw7vz+L/DpIIIg6S2+hYGJiwrvvvsuFCxc4ceIEq1ev5sKFCyxbtowRI0YQFRXFiBEjWLZsGQC7d+8mKiqKqKgogoODmTdvnr5KE0Kvcm6W8NWpeJ5YfYytEYlM6+fG9y8MJvS5gTKSqajz9NZ95OzsjLNzxdjulpaWeHp6kpSURGhoKIcPHwYgKCiIoUOHsnz5ckJDQ5k+fTo6nY6+ffuSnZ1NSkqKtg4h6jqlFKsORvPBoWiKS8tpZ2/BpzN6M6yjg6FLE+K+1co5hbi4OM6cOYOvry+pqanaF72TkxOpqakAJCUl0br1/x4f6OrqSlJSkoSCqPPKyhWHLl1n7dFYjl/J4PGuzjw7xF3uRBb1kt5DIS8vjwkTJvD+++/f8cxnnU5X7V+a4OBggoODAUhLS6uxOoV4EMeiK4azTsy6iWMLM94c24Xp/dwkDES9pddQKCkpYcKECTz11FOMHz8eAEdHR61bKCUlBQeHikNrFxcXEhIStGUTExNxcXG5Y51z585l7ty5APj4+OizfCHuqrxc8WN0Ol+djOf7C9dwt7Pgo6d7MsLTkSbGejtNJ0St0Nv/YKUUs2bNwtPTk0WLFmnTx44dS0hICAAhISGMGzdOm/7ZZ5+hlOLEiRNYWVlJ15GoU0rKyvnoSAyDVxwi6NNTnIrL5PdD2vHdHwcy0stZAkE0CHo7Ujh27Biff/45Xbt2pXv37gC8/fbbLF68mEmTJrF27Vrc3NzYvHkzAKNGjWLXrl14eHhgbm7OunXr9FWaENUWlZrLG9+d51h0Bv3cbXl5ZCf8uzhiZiJ3IYuGRaeUUoYu4kH5+PgQHh5u6DJEA1VQXMqOn1LYFJbA6atZmJoY8faTXQno5Wro0oR4KPf67pQ7moW4TXpeEf/ad5ntkcnkFZXSzt6CV0d58mRPF+yamxm6PCH0SkJBiP8qKSvnu7PJLN19iZyCEsZ2b8Xk3q3p5WYjVxOJRkNCQTR6cen5bApPYMvpRNJyi+jkZMlnM/vg6SzDWIvGR0JBNEqFJWXsOXeNjWHxnLiSibGRjmEdHXjK9xGGdLDHyEiODETjJKEgGpX4jAK+OHmVzeEJZBeU8EhLc156rCMBvVxxbNHU0OUJYXASCqJRKCkrZ/2xOJbvuQSAfxdHnvJ1o5+7rRwVCPEbEgqiQUvILGBjWDybwyvOFzzWxZG3xnnJUYEQlZBQEA1OaVk5By9d54uT8fwYlYYOGN7JgSl9HmF4Jwe5kkiIe5BQEA1GYlYBX4cn8nV4Ask5hThbNWXBiPYE9m6Ns1UzQ5cnRL0goSDqtaLSMvaeT2VzeAJHo9MBGOhhx9/GdOFRTwdMZDwiIapFQkHUS5dTc/nyZDzbIpPILijBxboZzw9vT0AvV1q3NDd0eULUWxIKot4oKi3j+/OpfHHiKqdiMzE1NsK/iyOBvVvTv50dxnIVkRAPTUJB1HkXU26wKSxBOyp4pKU5r4zqRECv1rS0MDV0eUI0KBIKos4pL1fkFpWy/Wwym8MS+Dkp55ajggHt7OTeAiH0REJB1All5Yojl6/z+fGrHLmcRvl/B3Tv5GTJ62M680R3F2zkqEAIvZNQEAb162WkW04nkpR9E3tLM2YOaIu1eRMGd7Cnq4uV3FcgRC2SUBC1rrCkjL0XUtkclsCxmP9dRvrKKE/8u8hzjoUwJAkFoXfl5YoTVzLYdS6FnJul/HA5jZybFZeRLhhRcRmpq41cRipEXSChIPQmPa+ILacT2XgqnriMApqbmWBt3oRB7e3khLEQdZSEgqgxJWXlJGXdJCWnkK9OxbP7XAolZYo+bVvywqMdGOnlRNMm8qB7IeoyCQXx0GLT89kYFs/W00mk5xUBYNnUhGl92zDV9xE8HJobuEIhxP2SUBDVlpFXRFxGAXHp+WwOT+BkbMWTy4Z3csDP05EWzUwY3MEec1P57yVEfSO/teK+lJcrjkSlseHEVQ79kkbZf28kaGNrzssjOzGhpwsO8owCIeo9CQVRqXNJOWw5nciF5BskZd8kKfsmds3NmD2oLX3dbbExN6Wbq9xHIERDIqEgNOl5RfyclMP1G4VsDEvgTHw2piZGdHe1xtPZksW/68RjXZwwNZH7CIRoqPQWCjNnzmTHjh04ODhw7tw5ADIzMwkMDCQuLo42bdqwefNmbGxsUEqxYMECdu3ahbm5OevXr6dnz576Kk38143CEg5dus6NwlIOX7rO4cv/6xZyt7fg9TGdGd/DFSvzJgauVAhRW/QWCjNmzOC5555j+vTp2rRly5YxYsQIFi9ezLJly1i2bBnLly9n9+7dREVFERUVxcmTJ5k3bx4nT57UV2mNVmlZOcevZHAtp5CI+Gy2nUniZkkZAE4tmjJnkDvDOzlg2dSETk6W0i0kRCOkt1AYPHgwcXFxt0wLDQ3l8OHDAAQFBTF06FCWL19OaGgo06dPR6fT0bdvX7Kzs0lJScHZ2Vlf5TUKSilOxmYSEZ9FWm4RO35KIS234pJRMxMjxnVvxeQ+j+Bs1RQHy6byPAIhRO2eU0hNTdW+6J2cnEhNTQUgKSmJ1q1ba/O5urqSlJR011AIDg4mODgYgLS0tFqoun5Jzr7Jvgup5NwsYcdPyVxOzQOgibGOYR0dGN/Tlc7OLWjZ3JTmZnJKSQhxK4N9K+h0ugfqnpg7dy5z584FwMfHp6bLqnfyi0rZfzGVtNwiwuIy2XchVRt2uquLFe9M8GZkVyeaNTGWgeaEEFWq1VBwdHTUuoVSUlJwcHAAwMXFhYSEBG2+xMREXFxcarO0eqGguJS8wlKOX8ngm4gk/hOTTkmZ0t5vaWHKs0PaEejTGocWZnLzmBCi2mr1W2Ps2LGEhISwePFiQkJCGDdunDZ91apVTJ48mZMnT2JlZSXnE6gYS+jIL2lEJmSTnH2THT+lUFxWDoCLdTOe7utGi6ZNGNjejg6OlliYGmMiRwNCiIegt1CYMmUKhw8fJj09HVdXV958800WL17MpEmTWLt2LW5ubmzevBmAUaNGsWvXLjw8PDA3N2fdunX6KqvOUkqRV1RK9PU8vj2TxI2bJfwYlU5GfjFGOjA3NWGijyudnCzxcLDEt21LGWFUCFHjdEopVfVsdZOPjw/h4eGGLqPaSsrKScgs4HpuEfsvpHKjsIRj0RkkZd8EoFkTY1pamOLtasWEnq4M6Wgv5wOEEDXmXt+d0umsZ2XliuTsm2TmF7PvQioZ+cUc/uU6KTmFQMWloVbNmtDJuQXT+7lhY27KKG9nuTJICGEQ8s1Tg0rKyvk5KYecghL2/feKoHNJOVoAmBjpsGrWhI5Oliz064BVsyYM9LDDQgJACFFHyLfRAyotK+fStVxuFJZw4OJ1krNvEpmQrQWAhakxrVua06VVC/44vD2WTU0Y4GFHSwtTA1cuhBCVk1C4D0opoq7nkV1QwrdnkohKzeVqZoF2d7CpsRGP2JrT3tGSVx/3pKWFKd1bW8sloUKIeke+tW5TUlZOeFzWf0/+pvPLtVySc26SkFlxEtjMxIiej9jQp21L/Ds7/nf4aGsZNE4I0SA02lAoLCkj4moW2TdL+CYikStp+QBkFhSTXVACVASAt6sVHR0tmT/UA4cWZnRztca2uZkhSxdCCL1plKGwKSyef+y8yI3CUgBsLUzp284WI52OpiZGjPB0xMW6GW525rRoKkcAQojGo1GGgrNVM0Z4OjKmmzMtLczo5GRJ0ybGhi5LCCEMrlGGwuAO9gzuYG/oMoQQos6R22SFEEJoJBSEEEJoJBSEEEJoJBSEEEJoJBSEEEJoJBSEEEJoJBSEEEJoJBSEEEJo6vWT1+zs7GjTpk21l0tLS8PevnHdvNYY2wyNs92Nsc3QONv9oG2Oi4sjPT39ru/V61B4UPX1MZ4PozG2GRpnuxtjm6FxtlsfbZbuIyGEEBoJBSGEEBrjN9544w1DF2EIvXr1MnQJta4xthkaZ7sbY5uhcba7ptvcKM8pCCGEuDvpPhJCCKGRUBBCCKFpcKGQkJDAsGHD6Ny5M126dGHlypUAvPHGG7i4uNC9e3e6d+/Orl27tGWWLl2Kh4cHHTt25PvvvzdU6Q+lsLCQPn360K1bN7p06cLrr78OQGxsLL6+vnh4eBAYGEhxcTEARUVFBAYG4uHhga+vL3FxcQas/sFU1uYZM2bQtm1bbV9HRkYCoJTi+eefx8PDA29vbyIiIgxZ/kMpKyujR48ejB49GmjY+/m3bm93Q9/Xbdq0oWvXrnTv3h0fHx8AMjMz8fPzo3379vj5+ZGVlQXUYJtVA5OcnKxOnz6tlFLqxo0bqn379ur8+fPq9ddfVytWrLhj/vPnzytvb29VWFiorly5otzd3VVpaWltl/3QysvLVW5urlJKqeLiYtWnTx91/PhxNXHiRPXVV18ppZR69tln1YcffqiUUmr16tXq2WefVUop9dVXX6lJkyYZpvCHUFmbg4KC1Ndff33H/Dt37lQjR45U5eXl6vjx46pPnz61XXKNeffdd9WUKVPU448/rpRSDXo//9bt7W7o+9rNzU2lpaXdMu2ll15SS5cuVUoptXTpUvXnP/9ZKVVzbW5wRwrOzs707NkTAEtLSzw9PUlKSqp0/tDQUCZPnoyZmRlt27bFw8ODU6dO1Va5NUan09G8eXMASkpKKCkpQafTcfDgQQICAgAICgpi27ZtQEW7g4KCAAgICODAgQOoenbNQWVtrkxoaCjTp09Hp9PRt29fsrOzSUlJqa1ya0xiYiI7d+5k9uzZQMVfiA15P//q9nbfS0PZ13fz2316+76uiTY3uFD4rbi4OM6cOYOvry8Aq1atwtvbm5kzZ2qHXElJSbRu3VpbxtXV9Z4hUpeVlZXRvXt3HBwc8PPzo127dlhbW2NiUvEo7t+27bftNjExwcrKioyMDIPV/qBub/Ov+/rVV1/F29ubhQsXUlRUBDScff3CCy/wzjvvYGRU8eubkZHR4Pcz3NnuXzXkfa3T6fD396dXr14EBwcDkJqairOzMwBOTk6kpqYCNdfmBhsKeXl5TJgwgffff58WLVowb948YmJiiIyMxNnZmT/96U+GLrHGGRsbExkZSWJiIqdOneLSpUuGLknvbm/zuXPnWLp0KZcuXSIsLIzMzEyWL19u6DJrzI4dO3BwcGh01+NX1u6GvK8Bjh49SkREBLt372b16tX88MMPt7yv0+nueXT8IBpkKJSUlDBhwgSeeuopxo8fD4CjoyPGxsYYGRkxZ84crYvIxcWFhIQEbdnExERcXFwMUndNsba2ZtiwYRw/fpzs7GxKS0uBW9v223aXlpaSk5ODra2twWp+WL+2ec+ePTg7O6PT6TAzM+OZZ55pUPv62LFjbN++nTZt2jB58mQOHjzIggULGvx+vlu7n3766Qa9rwGtZgcHB5588klOnTqFo6Oj1i2UkpKCg4ODNm9NtLnBhYJSilmzZuHp6cmiRYu06b/tW/v222/x8vICYOzYsWzcuJGioiJiY2OJioqiT58+tV73w0pLSyM7OxuAmzdvsm/fPjw9PRk2bBhbtmwBICQkhHHjxgEV7Q4JCQFgy5YtDB8+vMb/4tC3u7W5U6dO2r5WSrFt27Zb9vVnn32GUooTJ05gZWWlHYbXF0uXLiUxMZG4uDg2btzI8OHD2bBhQ4Pez3D3dn/xxRcNel/n5+eTm5ur/Xvv3r14eXndsk9v39c10uYHOj1dh/34448KUF27dlXdunVT3bp1Uzt37lRPP/208vLyUl27dlVjxoxRycnJ2jJLlixR7u7uqkOHDmrXrl0GrP7BnT17VnXv3l117dpVdenSRb355ptKKaViYmJU7969Vbt27VRAQIAqLCxUSil18+ZNFRAQoNq1a6d69+6tYmJiDFn+A6mszcOGDVNeXl6qS5cu6qmnntKuUCovL1d/+MMflLu7u/Ly8lJhYWGGLP+hHTp0SLsKpyHv59v9tt0NeV/HxMQob29v5e3trTp37qyWLFmilFIqPT1dDR8+XHl4eKgRI0aojIwMpVTNtVmGuRBCCKFpcN1HQgghHpyEghBCCI2EghBCCI2EghBCCI2EghBCCI2Egmh0fh0vKS4uji+//FIv21i/fj3PPfecXtYNMHTo0Eb3kHpROyQURKOlz1AQor6SUBCN1uLFi/nxxx/p3r077733HmVlZbz00kv07t0bb29vPv74YwAOHz7MkCFDGDduHO7u7ixevJgNGzbQp08funbtSkxMzH1vc+/evfTr14+ePXsyceJE8vLy2LNnDxMnTtTmOXz4sPa8gLvNL4Q+SSiIRmvZsmUMGjSIyMhIFi5cyNq1a7GysiIsLIywsDDWrFlDbGwsAGfPnuWjjz7i4sWLfP7551y+fJlTp04xe/ZsPvjgg/vaXnp6OkuWLGH//v1ERETg4+PDv/71Lx599FFOnjxJfn4+AJs2bWLy5MmVzi+EPpkYugAh6oq9e/fy008/aWMI5eTkEBUVhampKb1799bGkWnXrh3+/v4AdO3alUOHDt3X+k+cOMGFCxcYMGAAAMXFxfTr1w8TExNGjhzJd999R0BAADt37uSdd97hyJEjd51fCH2SUBDiv5RSfPDBBzz22GO3TD98+DBmZmbaayMjI+21kZGRNjrp/azfz8+Pr7766o73Jk+ezKpVq2jZsiU+Pj5YWlrec34h9EW6j0SjZWlpqY1CCfDYY4/x73//m5KSEgAuX76sdenUhL59+3Ls2DGio6OBipEvL1++DMCQIUOIiIhgzZo1TJ48ucr5hdAXCQXRaHl7e2NsbEy3bt147733mD17Np07d6Znz554eXnx7LPP3vdRwN2sX78eV1dX7aeoqIj169czZcoUvL296devn/YgJGNjY0aPHs3u3bu1k8z29vaVzi+EvsgoqUIIITRypCCEEEIjoSCEEEIjoSCEEEIjoSCEEEIjoSCEEEIjoSCEEEIjoSCEEELz/1pOxcYeXkelAAAAAElFTkSuQmCC\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"plt.plot(np.arange(AZ_BASE_ILVL, 500), eff.squeeze() / 3)\n",
"plt.ylabel('DPS per Trait')\n",
"plt.xlabel('Item Level')\n",
"plt.title('Elusive Footwork --- DPS per Trait')"
]
},
{
"cell_type": "code",
"execution_count": 62,
"metadata": {},
"outputs": [],
"source": [
"def elusive_footwork(melee_size=DEFAULT_MELEE_SIZE, melee_freq=DEFAULT_MELEE_FREQ, mastery_pct=.25, crit_pct=.25): # pcts are percentage of secondaries at that ilvl\n",
" eff = plot_ilvl(278571, plot=False)\n",
" sec = secondaries()\n",
" return {\n",
" 'dps': eff.squeeze() / 3, \n",
" 'ehrps': sec.mastery * sec.crit * melee_size * armor_base() / 3 # melee_freq cancels out\n",
" }\n",
"\n",
"VALUES[278571] = elusive_footwork"
]
},
{
"cell_type": "code",
"execution_count": 63,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"251 2265.654828\n",
"252 2269.696438\n",
"253 2273.740150\n",
"254 2279.030661\n",
"255 2281.833874\n",
" ... \n",
"495 6302.813138\n",
"496 6314.680969\n",
"497 6326.963341\n",
"498 6338.831493\n",
"499 6348.847001\n",
"Length: 249, dtype: float64"
]
},
"execution_count": 63,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"elusive_footwork()['ehrps']"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Fit to Burst\n",
"\n",
"Drinking Purifying Brew while at Heavy Stagger causes your next 3 melee abilities to heal you for 360."
]
},
{
"cell_type": "code",
"execution_count": 64,
"metadata": {},
"outputs": [
{
"data": {
"image/png": "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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"_, _, eff = plot_ilvl(275892)"
]
},
{
"cell_type": "code",
"execution_count": 65,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"Text(0.5, 1.0, 'Fit to Burst --- Healing per PB per Trait')"
]
},
"execution_count": 65,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": "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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"plt.plot(np.arange(AZ_BASE_ILVL, 500), eff.squeeze() * 3)\n",
"plt.ylabel('Healing per PB per Trait')\n",
"plt.xlabel('Item Level')\n",
"plt.title('Fit to Burst --- Healing per PB per Trait')"
]
},
{
"cell_type": "code",
"execution_count": 66,
"metadata": {},
"outputs": [],
"source": [
"def ftb():\n",
" eff = plot_ilvl(275892, plot=False)\n",
" sec = secondaries().fillna(0)\n",
" return {'dps': 0, 'ehrps': eff.squeeze() * 3 / 15 * (1 + sec.vers) * crit_multiplier(sec.crit) }\n",
"\n",
"VALUES[275892] = ftb"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Staggering Strikes\n",
"When you Blackout Strike, your Stagger is reduced by 62."
]
},
{
"cell_type": "code",
"execution_count": 67,
"metadata": {},
"outputs": [
{
"data": {
"image/png": "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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"_, _, eff = plot_ilvl(273464)"
]
},
{
"cell_type": "code",
"execution_count": 68,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"array([1877])"
]
},
"execution_count": 68,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"eff[340 - 251]"
]
},
{
"cell_type": "code",
"execution_count": 69,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"Text(0.5, 1.0, 'Staggering Strikes --- HPS w/ BoS every 3s and Nominal Stagger')"
]
},
"execution_count": 69,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": "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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"plt.plot(np.arange(AZ_BASE_ILVL, 500), eff.squeeze() / 3)\n",
"plt.ylabel('HPS per Trait')\n",
"plt.xlabel('Item Level')\n",
"plt.title('Staggering Strikes --- HPS w/ BoS every 3s and Nominal Stagger')"
]
},
{
"cell_type": "code",
"execution_count": 70,
"metadata": {},
"outputs": [],
"source": [
"def ss():\n",
" eff = plot_ilvl(273464, plot=False)\n",
" return {\n",
" 'dps': 0,\n",
" 'ehrps': eff.squeeze() / 3\n",
" }\n",
"VALUES[273464] = ss"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Strength of Spirit\n",
"While Fortifying Brew is active, heal for 92 every second."
]
},
{
"cell_type": "code",
"execution_count": 71,
"metadata": {
"scrolled": true
},
"outputs": [
{
"data": {
"image/png": "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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"_, _, eff = plot_ilvl(274762)"
]
},
{
"cell_type": "code",
"execution_count": 72,
"metadata": {
"scrolled": true
},
"outputs": [
{
"data": {
"text/plain": [
"Text(0.5, 1.0, 'Strength of Spirit -- Total Heal per FB')"
]
},
"execution_count": 72,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": "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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"plt.plot(np.arange(AZ_BASE_ILVL, 500), eff.squeeze() * 15)\n",
"plt.ylabel('HPS per Trait')\n",
"plt.xlabel('Item Level')\n",
"plt.title('Strength of Spirit -- Total Heal per FB')"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Training of Niuzao\n",
"Gain up to 153 Mastery based on your current level of Stagger."
]
},
{
"cell_type": "code",
"execution_count": 73,
"metadata": {},
"outputs": [
{
"data": {
"image/png": "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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"_, _, eff = plot_ilvl(278569)"
]
},
{
"cell_type": "code",
"execution_count": 74,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"array([309.])"
]
},
"execution_count": 74,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": "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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"fig = plt.figure()\n",
"fig.patch.set_facecolor('white')\n",
"plt.plot(np.arange(AZ_BASE_ILVL, 500), eff.squeeze() * 3)\n",
"plt.ylabel('Mastery at Red Stagger')\n",
"plt.xlabel('Item Level')\n",
"plt.title('Training of Niuzao')\n",
"eff[355 - 251] * 3"
]
},
{
"cell_type": "code",
"execution_count": 75,
"metadata": {},
"outputs": [],
"source": [
"def avg_dodge(avg_mastery, swing_timer, bos_timer=3, base_dodge=0.12, steps=10000, burnin=.5, ef=False, avg_crit=0):\n",
" from math import ceil\n",
" # we basically only ever use X or X.5 swing timers, so just multiplying by two means they're always integral\n",
" swing_timer *= 2\n",
" bos_timer *= 2\n",
" base_dodge -= 0.045 # bosses require an extra 4.5% dodge chance to guarantee a dodge\n",
" mastery_pct = avg_mastery / MASTERY_PER_PCT / 100 + .08\n",
" crit_pct = avg_crit / CRIT_PER_PCT / 100 + 0.1\n",
" max_stacks = ceil((1 - base_dodge) / mastery_pct)\n",
" #print(mastery_pct, max_stacks)\n",
" stacks = np.zeros((max_stacks+2,))\n",
" stacks[0] = 1\n",
" pcts = np.arange(max_stacks + 2, dtype='float64')\n",
" pcts *= mastery_pct\n",
" pcts += base_dodge\n",
" pcts = np.clip(pcts, 0, 1)\n",
" \n",
" hit_transition = np.zeros((max_stacks+2,max_stacks+2))\n",
" for i in range(max_stacks+2):\n",
" dodge_pct = min(1, base_dodge + i * mastery_pct)\n",
" hit_transition[0, i] = dodge_pct\n",
" if i < max_stacks+1:\n",
" hit_transition[i+1,i] = 1 - dodge_pct\n",
" #print(hit_transition)\n",
" #print(hit_transition.dot(hit_transition))\n",
" bos_transition = np.eye(max_stacks+2, k=-1)\n",
" if ef:\n",
" bos_transition *= 1 - crit_pct\n",
" bos_transition += np.eye(max_stacks+2, k=-2) * crit_pct\n",
" bos_transition[max_stacks+1, max_stacks]=1\n",
" #print(bos_transition)\n",
" \n",
" stack_list = []\n",
" \n",
" for i in range(steps):\n",
" assert np.abs(np.sum(stacks) - 1) < 1e-6\n",
" if i % swing_timer == 0:\n",
" #print(stacks, np.sum(stacks) - 1)\n",
" if i >= steps * burnin:\n",
" stack_list += [np.dot(pcts, stacks)]\n",
" stacks = np.dot(hit_transition, stacks)\n",
" if i % bos_timer == 0: \n",
" #print(stacks, np.sum(stacks) - 1)\n",
" stacks = np.dot(bos_transition, stacks)\n",
" \n",
" return np.mean(stack_list), stack_list"
]
},
{
"cell_type": "code",
"execution_count": 76,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"0.47480474140853657"
]
},
"execution_count": 76,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"avg, l = avg_dodge(1500, 1.5, bos_timer=3, avg_crit=800, ef=False)\n",
"avg"
]
},
{
"cell_type": "code",
"execution_count": 198,
"metadata": {
"scrolled": true
},
"outputs": [
{
"data": {
"image/png": "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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"m_pts = np.arange(0, 6001, 100)\n",
"fig, ax = plt.subplots()\n",
"fig.set_facecolor('white')\n",
"plt.plot(m_pts, [avg_dodge(m, 1, bos_timer=12)[0] for m in m_pts], label=\"0.25s Swing\")\n",
"plt.plot(m_pts, [avg_dodge(m, 1, bos_timer=3)[0] for m in m_pts], label=\"1s Swing\")\n",
"plt.plot(m_pts, [avg_dodge(m, 1.5, bos_timer=3)[0] for m in m_pts], label=\"1.5s Swing\")\n",
"plt.plot(m_pts, [avg_dodge(m, 2, bos_timer=3)[0] for m in m_pts], label=\"2s Swing\")\n",
"plt.plot(m_pts, [avg_dodge(m, 3, bos_timer=3)[0] for m in m_pts], label=\"3s Swing\")\n",
"#plt.plot(m_pts, [avg_dodge(m, 4, bos_timer=3)[0] for m in m_pts], label=\"4s Swing\")\n",
"plt.plot(m_pts, [avg_dodge(m, 1.5, bos_timer=1000000000000)[0] for m in m_pts], label=\"2s Swing, Never BoS\")\n",
"plt.legend()\n",
"plt.ylabel(\"Mean Dodge at Time of Hit\")\n",
"plt.xlabel(\"Mastery\")\n",
"plt.title(\"Estimated Dodge % via Markov Chain Sampling\")\n",
"plt.ylim([-.05,1.05])\n",
"plt.xlim([-50,3800])\n",
"plt.yticks([0.25, 0.5, 0.75])\n",
"plt.axhline(0.75, ls=':', c='k')\n",
"plt.axhline(0.5, ls=':', c='k')\n",
"plt.axhline(0.25, ls=':', c='k')\n",
"plt.show()"
]
},
{
"cell_type": "code",
"execution_count": 78,
"metadata": {
"scrolled": true
},
"outputs": [],
"source": [
"def ton(base_dps=6000, stagger_dist=[0.2,0.5,0.3], melee_size=DEFAULT_MELEE_SIZE, melee_rate=DEFAULT_MELEE_FREQ, ehrps=True):\n",
" eff = plot_ilvl(278569, plot=False)\n",
" sec = secondaries(ratings=True)\n",
" melee_size *= armor_base()\n",
" eff_mastery = (eff * np.array(stagger_dist) * np.array([1,2,3])).sum(axis=1)\n",
" eff_pct = (eff_mastery + sec.mastery) / MASTERY_PER_PCT / 100 + 0.08\n",
" base_pct = sec.mastery / MASTERY_PER_PCT / 100 + 0.08\n",
" \n",
" return {\n",
" 'dps': base_dps / (1 + base_pct) * (1 + eff_pct) - base_dps,\n",
" 'ehrps': np.array([(avg_dodge(base + m, melee_rate)[0] - avg_dodge(base, melee_rate)[0]) * size / melee_rate\n",
" for base, size, m in zip(sec.mastery, melee_size, eff_mastery)]) if ehrps else None,\n",
" }\n",
"VALUES[278569] = ton"
]
},
{
"cell_type": "code",
"execution_count": 79,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"array([3712.1660674 , 3792.35794881, 3788.58181199, 3784.25059188,\n",
" 3781.03424075, 3777.26282577, 3772.62781686, 3852.09723671,\n",
" 3848.24495683, 3844.08082245, 3840.2323433 , 3836.34842281,\n",
" 3831.6738397 , 3908.14506764, 3903.40275638, 3889.48966854,\n",
" 3956.86530996, 4022.72678976, 4089.1528581 , 4074.09398829,\n",
" 4138.80694609, 4202.27936174, 4265.23348315, 4250.08579515,\n",
" 4311.60433113, 4372.58420084, 4433.7905107 , 4416.33683435,\n",
" 4475.28737461, 4533.67796641, 4591.13638007, 4648.39854208,\n",
" 4704.29536718, 4684.85116746, 4817.51689016, 4798.80002858,\n",
" 4854.52710293, 4909.12748487, 4954.90336637, 4999.58039495,\n",
" 5044.60219207, 5087.23941449, 5132.15769141, 5174.71346853,\n",
" 5218.16401959, 5260.12909194, 5302.56371711, 5343.14005779,\n",
" 5453.18756801, 5493.44502299, 5479.71903729, 5534.11495188,\n",
" 5520.46513099, 5507.7811007 , 5561.07200962, 5615.45835319,\n",
" 5601.95177897, 5655.69498806, 5641.40793382, 5628.47515424,\n",
" 5681.97173174, 5668.2555184 , 5721.52626839, 5707.87885792,\n",
" 5761.75356929, 5747.34227509, 5800.5212491 , 5787.00215191,\n",
" 5839.11948451, 5827.95628422, 5882.89648513, 5872.46821053,\n",
" 5926.9732368 , 5916.41512831, 5970.01481757, 5959.32844756,\n",
" 6012.95958572, 6002.73101461, 5990.85588029, 6042.47895673,\n",
" 6019.51221773, 6056.67447042, 6091.97988947, 6071.23663703,\n",
" 6106.68390525, 6085.6857463 , 6064.81919264, 6100.96918695,\n",
" 6081.68081693, 6116.13071499, 6095.70156902, 6132.97417171,\n",
" 6112.27742291, 6148.33501969, 6128.3317153 , 6164.51529273,\n",
" 6145.53596088, 6180.55405985, 6160.50240892, 6196.92516695,\n",
" 6177.08592707, 6214.38510266, 6195.22772123, 6231.38937231,\n",
" 6211.96255021, 6248.23148103, 6229.01388522, 6265.38734824,\n",
" 6246.37722313, 6282.85244999, 6264.72838906, 6246.04402266,\n",
" 6282.68394049, 6318.85957 , 6300.45570138, 6281.6973758 ,\n",
" 6318.03720599, 6299.96227493, 6336.38850637, 6318.03146051,\n",
" 6355.61409087, 6336.38042249, 6374.02428433, 6356.05370287,\n",
" 6392.22146573, 6374.44741816, 6411.17031516, 6393.10511639,\n",
" 6429.89505534, 6412.02177626, 6448.87576462, 6432.17594637,\n",
" 6467.61994198, 6451.09336683, 6487.56852201, 6470.25347334,\n",
" 6453.06260187, 6489.6510874 , 6472.15956538, 6509.71348711,\n",
" 6492.88260871, 6528.16201926, 6511.9309384 , 6548.55888168,\n",
" 6541.31620669, 6587.073755 , 6579.66715274, 6625.19418189,\n",
" 6617.70390709, 6662.99897547, 6654.93136255, 6699.99016023,\n",
" 6692.33193078, 6736.76383933, 6728.5265851 , 6773.11202042,\n",
" 6764.78827744, 6808.63228327, 6800.22266567, 6843.82047664,\n",
" 6835.32447328, 6826.82184752, 6869.58899503, 6857.40017034,\n",
" 6890.64881408, 6876.19669606, 6908.67614499, 6893.70148138,\n",
" 6926.02647144, 6911.03254779, 6943.20276336, 6928.18954445,\n",
" 6960.20464847, 6944.66978551, 6976.52766192, 6961.60017996,\n",
" 6992.7976966 , 6977.73135069, 7008.77091763, 6993.18424539,\n",
" 7024.06384289, 7007.95855859, 7038.67619013, 7023.05841823,\n",
" 7053.11159397, 7036.97697809, 7022.0036596 , 7051.8538219 ,\n",
" 7035.73310386, 7065.41874832, 7049.28474954, 7078.30420382,\n",
" 7062.15851591, 7091.01149634, 7074.85394652, 7104.17955403,\n",
" 7086.87167928, 7116.03008863, 7099.35169944, 7127.70146436,\n",
" 7111.01278871, 7138.69380489, 7121.99641752, 7149.5066368 ,\n",
" 7132.30346921, 7159.64118729, 7142.43120673, 7170.24455891,\n",
" 7153.02753066, 7179.52363577, 7162.30109736, 7144.62003728,\n",
" 7170.90027069, 7153.21583412, 7179.3199164 , 7161.63178315,\n",
" 7187.5592142 , 7170.03126346, 7195.78210731, 7177.59760963,\n",
" 7202.67884261, 7184.49428869, 7209.39610108, 7191.21110282,\n",
" 7215.44405772, 7197.26013948, 7221.31261973, 7203.79254654,\n",
" 7227.00079779, 7208.51296587, 7232.20285452, 7213.53962987,\n",
" 7236.56193378, 7217.9029564 , 7240.74193411, 7221.60534903,\n",
" 7202.51577333, 7225.12944601, 7206.23984929, 7228.66916802,\n",
" 7209.11640195, 7230.88134329, 7211.33891532, 7232.91695126,\n",
" 7213.38426635, 7234.30007051, 7214.77854685, 7235.50690256,\n",
" 7216.20618385])"
]
},
"execution_count": 79,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"VALUES[278569]()['ehrps']"
]
},
{
"cell_type": "code",
"execution_count": 80,
"metadata": {},
"outputs": [],
"source": [
"DEFAULT_ILVL_DODGE = np.array([avg_dodge(base, DEFAULT_MELEE_FREQ)[0] for base in secondaries().mastery])"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Pressure Point (WW Trait, lol)\n",
" Tiger Palm's chance to make your next Blackout Kick free is increased to 10% and Tiger Palm deals an additional 15 damage."
]
},
{
"cell_type": "code",
"execution_count": 81,
"metadata": {},
"outputs": [
{
"data": {
"image/png": "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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"_, _, eff = plot_ilvl(278577)"
]
},
{
"cell_type": "code",
"execution_count": 82,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"Text(0.5, 1.0, 'Pressure Point (WW trait) --- DPS per Trait in 3s BoC Cycle')"
]
},
"execution_count": 82,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": "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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"plt.plot(np.arange(AZ_BASE_ILVL, 500), eff.squeeze() / 3)\n",
"plt.ylabel('DPS per Trait')\n",
"plt.xlabel('Item Level')\n",
"plt.title('Pressure Point (WW trait) --- DPS per Trait in 3s BoC Cycle')"
]
},
{
"cell_type": "code",
"execution_count": 83,
"metadata": {},
"outputs": [],
"source": [
"def pp():\n",
" eff = plot_ilvl(278577, plot=False)\n",
" return {'dps': 2 * eff.squeeze() / 3, 'ehrps': 0}\n",
"VALUES[278577] = pp"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Filthy Transfusion\n",
"Your damaging abilities have a chance to invoke a tainted swamp beneath the target, siphoning X health from them over 6 sec."
]
},
{
"cell_type": "code",
"execution_count": 84,
"metadata": {},
"outputs": [
{
"data": {
"image/png": "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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"_, _, eff = plot_ilvl(273834)"
]
},
{
"cell_type": "code",
"execution_count": 85,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"Text(0.5, 1.0, 'Filthy Transfusion --- ST DPS per Trait @ 2 PPM')"
]
},
"execution_count": 85,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": "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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"FT_PPM = 2\n",
"plt.plot(np.arange(AZ_BASE_ILVL, 500), eff.squeeze() * 6 / (60 / FT_PPM))\n",
"plt.ylabel('DPS per Trait')\n",
"plt.xlabel('Item Level')\n",
"plt.title('Filthy Transfusion --- ST DPS per Trait @ {} PPM'.format(FT_PPM))"
]
},
{
"cell_type": "code",
"execution_count": 86,
"metadata": {},
"outputs": [],
"source": [
"def ft(ppm=2):\n",
" eff = plot_ilvl(273834, plot=False)\n",
" sec = secondaries()\n",
" ps = eff.squeeze() * 6 / (60 / ppm) # FT doesn't show RPPM in my brief check\n",
" return {\n",
" 'dps': ps,\n",
" 'ehrps': ps * (1 + sec.vers) * crit_multiplier(sec.crit),\n",
" }\n",
"VALUES[273834] = ft"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Secrets of the Deep\n",
"Your spells and abilities have a chance to create a Surging Droplet nearby. Collecting it increases your primary stat by 39 for 18 sec. Rarely, a Void Droplet will be created, increasing your primary stat by 77 for 18 sec instead."
]
},
{
"cell_type": "code",
"execution_count": 87,
"metadata": {},
"outputs": [
{
"data": {
"image/png": "iVBORw0KGgoAAAANSUhEUgAAAtoAAAEjCAYAAAAMm6Z/AAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAALEgAACxIB0t1+/AAAADh0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uMy4xLjEsIGh0dHA6Ly9tYXRwbG90bGliLm9yZy8QZhcZAAAgAElEQVR4nOzdeVhWdf7/8ectCIjssnoDbriCO4ptZjqo04JZpjiVFhaTbbZM2Xxrpqwml5mm1aYoS1tNnSnSXFLTtHJDDVNTUQHZRHaQnZvz+4PklyVqys0N+HpcV1dy7vs+531Odnjx4X0+H5NhGAYiIiIiItKo2ti6ABERERGR1khBW0RERETEChS0RURERESsQEFbRERERMQKFLRFRERERKxAQVtERERExAoUtEVEWqGDBw8yYMAAXF1defXVV8/rMyaTicOHD1u5MhGRS4eCtohckr799lsuv/xy3N3d8fLy4oorrmDHjh1NWkNKSgomk4mamppG3/e8efO45pprKCkp4cEHH/zN6yNGjOCdd95p9OPC/z8vFxcXXFxc8PPz4/rrr2ft2rVWOZ6ISHOloC0il5zi4mKuv/56HnjgAfLz88nIyODpp5/G0dGxUY9jjQB9vlJTUwkNDbXZ8QEKCws5efIkiYmJREZGMn78eBYuXGjTmkREmpKCtohccg4dOgTA5MmTsbOzo127dowePZp+/frVv+fdd9+ld+/eeHp6MmbMGFJTU+tf27dvH5GRkXh5eeHn58cLL7wAwDPPPMOECRO47bbbcHNzY+HChdTW1jJnzhy6detGhw4dmDhxIvn5+QAMHz4cAA8PD1xcXNiyZQuHDx/m6quvxt3dHW9vbyZNmtTgeXzxxReEhobi4eHBiBEj+OmnnwAYOXIkGzZs4P7778fFxaX+fE958skn2bx5c/3r999/f/1r69ato3v37nh4eHDffffxy8WDz3ZNzsbf358ZM2bwzDPPMHPmTGprawHIzMzk5ptvxsfHhy5dupzW4nK263ZqxDwuLo6OHTsSEBDAv/71r/OqRUSkSRkiIpeYoqIiw8vLy5gyZYqxcuVKIz8//7TXP//8c6Nbt27G/v37jerqauO5554zLrvsMsMwDKO4uNjw9/c3/vWvfxnl5eVGcXGxsXXrVsMwDOPpp5827O3tjc8++8ywWCxGWVmZ8fLLLxsRERFGWlqaUVFRYcTGxhrR0dGGYRhGcnKyARjV1dX1x46Ojjaef/55w2KxGOXl5cbmzZvPeA4HDx40nJ2dja+++sqoqqoy5s6da3Tr1s2orKw0DMMwrr76auPtt99u8Bqc6XXAuO6664yCggIjNTXV8Pb2NlatWnXOa/JrZzovwzCMI0eOGICxf/9+w2KxGIMGDTJmzZplVFZWGkeOHDG6dOlirF692jAM47yuW3R0tHHy5Eljz549hre3t7F27doGz1dExBYUtEXkkrR//35j6tSphtlsNuzs7IwbbrjBOH78uGEYhjF27FjjnXfeqX+vxWIx2rVrZ6SkpBgff/yxMWDAgDPu8+mnnzauuuqq07b16tXLWLduXf3XmZmZhr29vVFdXX3GQHr77bcbd999t5GWlnbW+p999lnjlltuOa3Gjh07Ghs2bDAM48KD9i+D/S233GLMnj3bMIyzX5Nfayhol5eXG4Dx7bffGlu3bjWCgoJOe/2FF14w7rjjDsMwzu+6/fTTT/WvP/bYY0ZMTEyD5ysiYgtqHRGRS1Lv3r1ZuHAh6enp7N27l8zMTB566CGgrr95xowZeHh44OHhgZeXF4ZhkJGRQVpaGt26dWtwv0FBQad9nZqayvjx4+v31bt3b+zs7MjOzj7j5+fNm4dhGAwdOpTQ0FDefffdM74vMzOTTp061X/dpk0bgoKCyMjI+L2X4jT+/v71f3Z2dubkyZP159HQNTlfp97r5eVFamoqmZmZ9fvz8PDghRdeqL8u53PdfnmtO3XqRGZm5kWdu4hIY1PQFpFLXq9evbjjjjvYu3cvUBfg3nrrLQoLC+v/KS8v5/LLLycoKIijR482uC+TyXTa10FBQaxateq0fVVUVGA2m3/zXqgLum+//TaZmZm89dZb3HvvvWeccq9jx46n9UgbhkFaWhpms/m8zvlMxz6bs12T8/XZZ5/h6+tLz549CQoKokuXLqftr6SkhJUrV9Yfr6HrdkpaWlr9n48dO0bHjh1/1zmJiFibgraIXHIOHDjAiy++SHp6OlAX2D755BOGDRsGwD333MPs2bPZt28fAEVFRSxduhSA66+/nqysLF5++WUqKyspKSlh27ZtDR7rnnvu4cknn6wPxTk5OcTHxwPg4+NDmzZtTgvuS5cura/L09MTk8lEmza/vVVPnDiRL7/8kvXr11NdXc2LL76Io6PjeQdfPz+/s/7AcKbzaOianEt2djavv/46s2bNYvbs2bRp04ahQ4fi6urK3LlzKS8vx2KxsHfv3vopFs923U557rnnKCsrY9++fbz33ntnfXBURMQWFLRF5JLj6urKtm3biIiIoH379gwbNoywsDBefPFFAMaPH8/MmTOJjo7Gzc2NsLAwVq1aVf/ZtWvXsnz5cvz9/enevTsbNmxo8FgzZswgKiqK0aNH4+rqyrBhw+qDubOzM08++SRXXHEFHh4ebN26lR07dhAREYGLiwtRUVG88sordO3a9Tf77dmzJx9++CEPPPAA3t7eLF++nOXLl+Pg4HBe12DGjBksW7YMT0/PM86z/WtnuyYN8fDwoH379vTt25eVK1eydOlSYmJiALCzs2PFihX88MMPdOnSBW9vb+666y6KiorOed1OufrqqwkJCWHUqFH85S9/YfTo0ed17iIiTcVkGL+Yu0lERKSZS0lJoUuXLlRXV2Nvb2/rckREGqQRbRERERERK1DQFhERERGxArWOiIiIiIhYgUa0RURERESsQEFbRERERMQKFLRFRERERKxAQVtERERExAoUtEVERERErEBBW0RERETEChS0RURERESsQEFbRERERMQKFLRFRERERKxAQVtERERExAoUtEVERERErEBBW0RERETEChS0RURERESsQEFbRERERMQK7G1dgDV4e3vTuXNnW5chInJBUlJSyM3NtXUZTUr3bRFpqc52z26VQbtz584kJCTYugwRkQsSHh5u6xKanO7bItJSne2erdYRERERERErUNAWEREREbECBW0REREREStQ0BYRERERsQIFbRERERERK1DQFhERERGxAgVtERERERErUNAWERERkUvaztQC3vzmCFU1tY26XwVtEREREblkWWoNnv5iLwu/S6HaoqAtIiIiItIoliaksTejmL9e24v2jo27aLqCtoiIiIhckorKq5m35iBDOnsS1b9jo+9fQVtERERELkkvrztEQVkVT98QislkavT9Wy1ox8TE4OvrS1hY2GnbX3vtNXr16kVoaCiPP/54/fbZs2cTEhJCz549WbNmTf321atX07NnT0JCQpgzZ461yhURERGRS8ih7BLe35LK5KHBhJndrXKMxm1E+YU77riD+++/nylTptRv27BhA/Hx8SQmJuLo6MiJEycA2L9/P4sXL2bfvn1kZmbyhz/8gUOHDgFw3333sXbtWgIDAxkyZAhRUVH06dPHWmWLiIiISCtnGAazlu+jvYMdfxnd02rHsdqI9vDhw/Hy8jpt23/+8x+eeOIJHB0dAfD19QUgPj6e6OhoHB0d6dKlCyEhIWzfvp3t27cTEhJC165dcXBwIDo6mvj4eGuVLCIiIiKXgDX7jvPd4TweHd0Tr/YOVjtOk/ZoHzp0iM2bNxMREcHVV1/Njh07AMjIyCAoKKj+fYGBgWRkZDS4/Uzi4uIIDw8nPDycnJwc656IiIhcNN23RcQWKqotPLfiJ3r6uXJrRLBVj9WkQbumpob8/Hy2bt3KP//5TyZOnIhhGI2y79jYWBISEkhISMDHx6dR9ikiItaj+7aI2ELcpqNkFJbzdFQf7O2sG4Wt1qN9JoGBgdx0002YTCaGDh1KmzZtyM3NxWw2k5aWVv++9PR0zGYzQIPbRURERER+j4zCct7YeJjr+gZweTdvqx+vSUe0b7zxRjZs2ADUtZFUVVXh7e1NVFQUixcvprKykuTkZJKSkhg6dChDhgwhKSmJ5ORkqqqqWLx4MVFRUU1ZsoiIiIi0Ei+s/AnDgL9e26tJjme1Ee3JkyezceNGcnNzCQwMZNasWcTExBATE0NYWBgODg4sWrQIk8lEaGgoEydOpE+fPtjb2zN//nzs7OwAeP311xkzZgwWi4WYmBhCQ0OtVbKIiIiItFKbDuXw5Z4sHvpDdwI9nZvkmCajsZqkm5Hw8HASEhJsXYaIyAW5FO9hl+I5i0jTKSqvZsxLm2jvaMeXD16FU1u7Rtv32e5fTdqjLSIiIiLS1F786iAnSir47PYrGjVkn4uWYBcRERGRVmtfZhEfbk3l9mGd6B/k0aTHVtAWERERkVbJMAye+WIfHs4OPBJpvRUgG6KgLSIiIiKt0uc/ZLAjpYDHx/TE3bltkx9fQVtEREREWp0TxRXMWr6fAUEeTAwPOvcHrEBBW0RERERanSc/30tFtYUXJ/anTRuTTWpQ0BYRERGRVmXt/mzW7s/m4T/0oJuPi83qUNAWERERkVajrKqGZ77YRw8/F2Ku7GLTWjSPtoiIiIi0Gq+uP0xGYTlL/nwZbe1sO6asEW0RERERaRV+TC/i7c1HmTA4kKFdvGxdjoK2iIiIiLR8FdUWHlnyAz4ujvztuj62LgdQ64iIiIiItAKvfZ1E0omTLLxziE3mzD4TjWiLiIiISIv2Y3oRb35zlFsGBzKip6+ty6mnoC0iIiIiLVZVTS2PLUukQ3sHnmomLSOnqHVERERERFqs1zcc5sDxEuJuH9xsWkZO0Yi2iIiIiLRIP6YXMX/DYcYPNDM61N/W5fyG1YJ2TEwMvr6+hIWF/ea1F198EZPJRG5uLgCGYfDggw8SEhJCv3792LVrV/17Fy1aRPfu3enevTuLFi2yVrkiIiIi0oJU1lh4dOkPeLs48MwNobYu54ysFrTvuOMOVq9e/ZvtaWlpfPXVVwQHB9dvW7VqFUlJSSQlJREXF8f06dMByM/PZ9asWWzbto3t27cza9YsCgoKrFWyiIiIiLQQL69L4lD2Sebc1K/ZtYycYrWgPXz4cLy8fjtR+MMPP8y8efMwmUz12+Lj45kyZQomk4lhw4ZRWFhIVlYWa9asITIyEi8vLzw9PYmMjDxjeBcRERGRS8fuYwW89c0RJoYHck2v5jPLyK816cOQ8fHxmM1m+vfvf9r2jIwMgoKC6r8ODAwkIyOjwe1nEhcXR1xcHAA5OTlWqF5ERBqT7tsiciEqqi08ujQRfzcnnrq+ec0y8mtN9jBkWVkZL7zwAs8++6xV9h8bG0tCQgIJCQn4+PhY5RgiItJ4dN8WkQvxrzUHOZpTyrwJ/XFzap4tI6c0WdA+cuQIycnJ9O/fn86dO5Oens6gQYM4fvw4ZrOZtLS0+vemp6djNpsb3C4iIiIil54dKfks+C6Z24YFc2V3b1uXc05NFrT79u3LiRMnSElJISUlhcDAQHbt2oW/vz9RUVG8//77GIbB1q1bcXd3JyAggDFjxvDVV19RUFBAQUEBX331FWPGjGmqkkVERESkmSirquEvSxMJ9GzHX//Y29blnBerBe3Jkydz2WWXcfDgQQIDA1mwYEGD77322mvp2rUrISEh3H333bzxxhsAeHl58be//Y0hQ4YwZMgQ/v73v5/xAUsRERERad3mrjpAal4Z/5zQn/aOLWPNRatV+cknn5z19ZSUlPo/m0wm5s+ff8b3xcTEEBMT05iliYiIiEgLsuHACRZtSeXOKzozrGsHW5dz3rQypIiIiIg0W9nFFTy6NJFe/q7MHNvL1uX8LgraIiIiItIsWWoNHlr8A+VVFl7/0yCc2trZuqTfpWU0uIiIiIjIJeeNDYfZcjSPf07oR4ivi63L+d00oi0iIiIizc725HxeWneIGwd0ZMLgQFuXc0EUtEVERESkWSksq2LG4t0EeTnz/Pi+mEwmW5d0QdQ6IiIiIiLNhmEYPLZsD7knK/nv9MtxaSFT+Z2JRrRFREREpNn4YGsqa/dnM3NsL/oFeti6nIuioC0iIiIizcK+zCKeX/ETI3v5Mu3KLrYu56IpaIuIiIiIzZVW1vDAJ7vxbN+Wf07o12L7sn+p5Ta9iIiIiEir8fQX+0jOLeXju4bRwcXR1uU0Co1oi4iIiIhNfbY7nWU703lgZHcu69Zyllg/FwVtEREREbGZ5NxSnvpsL0M7e/HgyBBbl9OoFLRFRERExCYqayw88Mku7O3a8HL0AOztWlc0VY+2iIiIiNjEvNUH2ZtRTNztg+no0c7W5TS61vVjg4iIiIi0CKv3ZrHg22SmXtaJ0aH+ti7HKhS0RURERKRJHcou4ZEliQwM9uD/rutt63KsxmpBOyYmBl9fX8LCwuq3PfbYY/Tq1Yt+/foxfvx4CgsL61+bPXs2ISEh9OzZkzVr1tRvX716NT179iQkJIQ5c+ZYq1wRERERaQJFZdXEvp9Ae0d73rxtMI72drYuyWqsFrTvuOMOVq9efdq2yMhI9u7dy549e+jRowezZ88GYP/+/SxevJh9+/axevVq7r33XiwWCxaLhfvuu49Vq1axf/9+PvnkE/bv32+tkkVERETEiiy1BjM+3U1GYTn/uXUQfm5Oti7JqqwWtIcPH46Xl9dp20aPHo29fd3zl8OGDSM9PR2A+Ph4oqOjcXR0pEuXLoSEhLB9+3a2b99OSEgIXbt2xcHBgejoaOLj461VsoiIiIhY0UtrD7HxYA5P3xBKeGevc3+ghbNZj/a7777LH//4RwAyMjIICgqqfy0wMJCMjIwGt4uIiIhIy7J6bxavbzjMpPAgbo0ItnU5TcIm0/v94x//wN7enltvvbXR9hkXF0dcXBwAOTk5jbZfERGxDt23RS4dSdklPLokkQFBHjx7Yygmk8nWJTWJJh/RXrhwIStWrOCjjz6qv8hms5m0tLT696Snp2M2mxvcfiaxsbEkJCSQkJCAj4+PdU9CREQumu7bIpeGovJqYj/YSTuH1v/w4681adBevXo18+bN44svvsDZ2bl+e1RUFIsXL6ayspLk5GSSkpIYOnQoQ4YMISkpieTkZKqqqli8eDFRUVFNWbKIiIiIXKDaWoOHFu8mLb+M/9w2CH/31v3w469ZrXVk8uTJbNy4kdzcXAIDA5k1axazZ8+msrKSyMhIoO6ByDfffJPQ0FAmTpxInz59sLe3Z/78+djZ1f208/rrrzNmzBgsFgsxMTGEhoZaq2QRERERaUQvrTvEhoM5PHdjGEMugYcff81kGIZh6yIaW3h4OAkJCbYuQ0TkglyK97BL8ZxFWrvVe49zz4c7mRgeyNyb+7Xavuyz3b+0MqSIiIiINKq6hx9/oH+QB8+OC2u1IftcFLRFREREpNEUlVXz5w920s7BjjdvG4RT20vn4cdfs8n0fiIiIiLS+lTV1DL9o52kFZTx0V3DCHBvZ+uSbEpBW0REREQummEYPPnZj3x/JI9/T+zP0C6X3sOPv6bWERERERG5aG9sPMLSnenMGNWdmwYF2rqcZkFBW0REREQuyvLETP655iA3DujIQ3/obutymg0FbRERERG5YLuOFfDo0kSGdPZk7oTWO43fhVDQFhEREZELkl5QRuz7Cfi7OfHW7eGX1PLq50MPQ4qIiIjI71ZQWsWd7+2gsqaWxbHheLV3sHVJzY6CtoiIiIj8LiUV1Ux9bzup+WUsunMoIb6uti6pWVLriIiIiIict4pqC7Hv72R/ZjH/uXUQl3XrYOuSmi2NaIuIiIjIebHUGjz86Q9sOZrHy5MGMKq3n61LatbOOaJ96NAhRo0aRVhYGAB79uzh+eeft3phIiIiItJ8GIbB3+P3smrvcf5+fR9uHGi2dUnN3jmD9t13383s2bNp27YtAP369WPx4sVWL0xEREREmo9X1x/mo23HuOfqbsRc2cXW5bQI5wzaZWVlDB069LRt9vbqOBERERG5VHy0LZWX1h3i5kGBzBzb09bltBjnDNre3t4cOXKkfvLxZcuWERAQYPXCRERERMT2Vu89zt8+38vIXr7MubmvFqT5Hc4ZtOfPn8+f//xnDhw4gNls5uWXX+Y///nPOXccExODr69vfW83QH5+PpGRkXTv3p3IyEgKCgqAup6fBx98kJCQEPr168euXbvqP7No0SK6d+9O9+7dWbRo0YWco4iIiIhcgK1H83hw8W76B3kw/0+DaGunCet+j3Nera5du7Ju3TpycnI4cOAA3377LZ07dz7nju+44w5Wr1592rY5c+YwatQokpKSGDVqFHPmzAFg1apVJCUlkZSURFxcHNOnTwfqgvmsWbPYtm0b27dvZ9asWfXhXERERESsZ9exAqYt3EGwlzPvTh1COwet+vh7nTNo29nZ8cQTT+Ds7Iyra91k5IMGDTrnjocPH46Xl9dp2+Lj45k6dSoAU6dO5fPPP6/fPmXKFEwmE8OGDaOwsJCsrCzWrFlDZGQkXl5eeHp6EhkZ+ZvwLiIiIiKNa29GEVPf3Y6PqyMf3xWBp1Z9vCDnDNqhoaHU1tYyevRo8vPzgbpWjwuRnZ1d39/t7+9PdnY2ABkZGQQFBdW/LzAwkIyMjAa3i4iIiIh1HDhezG0LtuHm1JaP7h6Gr5uTrUtqsc4ZtO3t7Zk3bx533XUXV111FTt37myUJniTydSozfRxcXGEh4cTHh5OTk5Oo+1XRESsQ/dtkebn8ImT3PbONpzs7fjk7mGYPdrZuqQW7ZxB+9To9aRJk/j000+58847OXr06AUdzM/Pj6ysLACysrLw9fUFwGw2k5aWVv++9PR0zGZzg9vPJDY2loSEBBISEvDx8bmg+kREpOnovi3SvKTmlXLrO1sBEx/dHUFwB2dbl9TinTNov/POO/V/DgsLY/Pmzbz66qsXdLCoqKj6mUMWLVrEuHHj6re///77GIbB1q1bcXd3JyAggDFjxvDVV19RUFBAQUEBX331FWPGjLmgY4uIiIjImWUWlvOnt7dRVVPLR3dF0M3HxdYltQoNrjzz9ddfM3LkSFJTU0lNTT3tNReXc1/8yZMns3HjRnJzcwkMDGTWrFk88cQTTJw4kQULFtCpUyeWLFkCwLXXXsvKlSsJCQnB2dmZ9957DwAvLy/+9re/MWTIEAD+/ve//+YBSxERERG5cLknK7ltwTaKy6v5JHYYPf1dbV1Sq9Fg0P7mm28YOXIky5cv/81rJpOJm2666aw7/uSTT864ff369Wfc3/z588/4/piYGGJiYs56LBERERH5/Yorqpn67nYyC8v5YFoEYWZ3W5fUqjQYtGfNmgVQP7osIiIiIq1HQWkVU97dzqHsEuKmhDOks7oGGluDPdrLly8/rWXk2WefpX///kRFRZGcnNwkxYmIiIhI4ztRUkF03FYOZpcQd3s41/T0tXVJrVKDQfvJJ5+sfwp8xYoVfPjhh7z77rtERUVxzz33NFmBIiIiItJ4sovrQvax/DLeu2MI1/RSyLaWBoO2yWTC2bluWpf//e9/TJs2jcGDB3PXXXdpvlMRERGRFuh4UV3Izi6qYFHMUK4I8bZ1Sa1ag0HbMAxOnjxJbW0t69evZ9SoUfWvVVRUNElxIiIiItI4MgvLmRS3hZySSt6fNpShXdSTbW0NPgz50EMPMWDAANzc3Ojduzfh4eEA7N69u34ZdRERERFp/tILypj89lYKS6v5YNpQBgZ72rqkS0KDQTsmJoYxY8Zw4sQJ+vfvX7/d399fM5GIiIiItBDJuaXc9s42Siqq+fCuCPoHedi6pEtGg0EbqF8G/Zc0mi0iIiLSMuzPLGbKu9upNQw+vnuY5sluYudcgl1EREREWp6ElHwmxW2hrZ2JJX++TCHbBs46oi0iIiIiLc/Ggye458OddHRvxwd3RWD2aGfrki5J5xzRvv32289rm4iIiIjY3ue7M7hrUQLdfFxYcs9lCtk2dM4R7X379p32tcViYefOnVYrSERERER+v9pag5fXHeLVrw8T0cWLt6eG4+bU1tZlXdIaHNGePXs2rq6u7NmzBzc3N9zc3HB1dcXX15dx48Y1ZY0iIiIichY1lloeXZrIq18f5pbBgXwwLUIhuxloMGj/9a9/paSkhMcee4zi4mKKi4spKSkhLy+P2bNnN2WNIiItTmpeKcm5pbYuQ0QuAZU1Fh5ZkshnuzN4NLIH8yb0w8Fe8100B+f8rzB06FCKiorqvy4sLOTzzz+3alEiIi3ZD2mF3PTG9zy0eDeGYdi6HBFpxU6UVDA5bitfJGYyc2wvHhjVHZPJZOuy5GfnDNqzZs3C3f3/Twfj4eHBrFmzrFqUiEhLtXZ/NtFxW3B2tOPfkwboG56IWM3ejCLGvf4d+7OKeePWQUwf0c3WJcmvnDNo19bW/mZbTU3NRR30pZdeIjQ0lLCwMCZPnkxFRQXJyclEREQQEhLCpEmTqKqqAqCyspJJkyYREhJCREQEKSkpF3VsERFr+WBLCn/+IIEefq78b/oVdPNxsXVJItJKfXc4l1ve3IIJWHbP5VzbVwsKNkfnDNrh4eE88sgjHDlyhCNHjvDII48wePDgCz5gRkYGr776KgkJCezduxeLxcLixYuZOXMmDz/8MIcPH8bT05MFCxYAsGDBAjw9PTl8+DAPP/wwM2fOvOBji4hYQ22twZxVB/hb/D6u6enL4thh+Lg62rosEWmlvtp3nGmLdtCpgzOf33+FFqJpxs4ZtF977TUcHByYNGkS0dHRODk5MX/+/Is6aE1NDeXl5dTU1FBWVkZAQABff/01EyZMAGDq1Kn1feDx8fFMnToVgAkTJrB+/Xr1PIpIs1FZY+GhT3/gzW+OcGtEMG/dPhhnB60FJiKNzzDqpu+L/WAnPfxc+fCuCHxdnWxdlpzFOb8btG/fnjlz5lBaWkr79u0v+oBms5m//OUvBAcH065dO0aPHs3gwYPx8PDA3r6unMDAQDIyMoC6EfCgoKC6Yu3tcXd3Jy8vD29v71SR7yEAACAASURBVIuuRUTkYpworuDPH+5k97FCHh/bk+lXd1NPtohYRUW1hceX7eGLxExuGmTmhfF9cWprZ+uy5BzOOaL9/fff06dPH3r37g1AYmIi99577wUfsKCggPj4eJKTk8nMzKS0tJTVq1df8P5OiYuLIzw8nPDwcHJyci56fyIiZ/NDWiE3vP4tB7JKeOPWQdw7IkQh+3fSfVvk/BwvqmDSzzOLPD62Jy/e0l8hu4U4Z9B++OGHWbNmDR06dACgf//+bNq06YIPuG7dOrp06YKPjw9t27blpptu4rvvvqOwsLD+Icv09HTMZjNQNwKelpYG1LWcFBUV1dfyS7GxsSQkJJCQkICPj88F1ycici7LdqYz8a0ttLVrw//u1UNIF0r3bZFzS0jJ5/rXviUpu4Q3bxusH+pbmPOazfxU68YpdnYX/lNUcHAwW7dupaysDMMwWL9+PX369OGaa65h2bJlACxatKh+9cmoqCgWLVoEwLJlyxg5cqT+gomITdRYanl2+X7+sjSR8E6efHH/lfQOcLN1WSLSSn20LZXJb2/FxdGOz++7grFh/rYuSX6nc/ZoBwUF8f3332MymaiuruaVV16pbyO5EBEREUyYMIFBgwZhb2/PwIEDiY2N5brrriM6OpqnnnqKgQMHMm3aNACmTZvG7bffTkhICF5eXixevPiCjy0icqGKyqq57+NdfHs4lzuv6MyT1/bG3k4rr4lI46ussfDMF/v4ZHsaI3r68Mqkgbg7azn1lshknGMKj9zcXGbMmMG6deswDIPRo0fzyiuvnLF9o7kIDw8nISHB1mWISCuRkltKzMIdpBWU8Y/xfZkYHnTuD12ES/Eedimes8iZZBdXMP3Dnew6Vsi9I7rx6Oie2LXRb/Kbs7Pdvxoc0Z45cyZz585lw4YNfPTRR1YrTkSkOVv1YxZ//exHTMCH0yKI6Np8BxlEpGXbmVrA9A93UlJRw/w/DeK6fnr+o6Vr8PeeK1euxDAMZs+e3ZT1iIg0CxXVFv76vx+Z/tEugjyd+fy+KxSyRcRqFm8/RnTcFpza2vHZfZcrZLcSDY5ojx07Fk9PT06ePImbmxuGYWAymer/XVxc3JR1iog0mbT8Mu79aBc/ZhQxfUQ3HonsQVv1Y4uIFZRXWZi1fB+Ld6RxVXdvXps8EA9nB1uXJY2kwe8czz//PIWFhVx33XUUFxdTUlJy2r9FRFqjDQdOcP1r35KSV8rbU8KZObaXQraIWMXB4yVEvf4ti3ekMX1ENxbeOVQhu5VpcET7sssuY9euXbi5aeoqEWn9LLUGr6w7xKtfH6ZPgBv/uW0QnTpc/Gq4IiJnsjkph3s+2Ek7B3s+mDaUq7prLvnWqMGgXVVVxccff8z333/P//73v9+8ftNNN1m1MBGRppJfWsWMxbvZnJTLxPBAnh0XplXXRMQqKqotvLTuEG9vOkoPP1cWxQzFz83J1mWJlTQYtN98800++ugjCgsLWb58+WmvmUwmBW0RaRV2Hyvgvo92kVtaxdyb+zJpSLCtSxKRVurg8RIe+GQXh7JPEj0kiCev642rk+bHbs0aDNpXXnklV155JeHh4fWLx4iItBY1llre2nSUl9cdwt/dif9Nv5wws7utyxKRVsgwDJYmpPP3L/bi4tiW9+4cwjU9fW1dljSBBp/wmTdvHlC3MuPSpUtPe+3//u//rFuViIgVJeeWcstbW/jnmoOMDQtgxf1XKWSLiFWUVtbw6JJEHv/vHgZ38mTljCsVsi8hDQbtXy51/uu5tFevXm29ikRErMQwDD7YksK1r2zmaE4pr04eyGuTtbSxiFjHztR8rn11M5/9kMHDf+jB+zER+LqqH/tS0mDryC9XZv/1Ku3nWLVdRKTZOV5UwWPLEtmclMvwHj7Mu7kf/u76hicija+yxsLL65J465sjdPRoxyd3D2OYFry6JDUYtE0m0xn/fKavRUSaK8Mw+CIxk799vpdqi8HzN4Zxa0Sw7mMiYhU/ZRXz8Kc/cOB4CdFDgnjq+j64ODYYt6SVa/C/fGJiYv2KkOXl5fXzaRuGQUVFRZMVKCJyoQpKq3gqfi9f7sliULAH/544gM7emhtbRBqfpdYgbtNR/r32IO7tHFgwNZxRvf1sXZbYWINB22KxNGUdIiKNasOBEzz+3z0UllXx2Jie/Hl4V+y1wqOIWEFqXimPLkkkIbWAP4b584/xffFqrxUe5SxBW0SkJaqssTB75QEWfp9CTz9XFt45hNCOmlFERBqfYRh8vP0Y//jyJ+zamHh50gDGDeio1jSpp6AtIq3G3owiZv53D/syi7nzis7MHNtLKzyKiFVkF1fw+LI9fHMohytDvJk3oR8dPdrZuixpZhS0RaTFK6moZu7qA3y07Riezg68MyWcP/RRb6SIND7DMIj/IZOnv9hHZY2FZ8eFcltEJ9q00Si2/JZNGhYLCwuZMGECvXr1onfv3mzZsoX8/HwiIyPp3r07kZGRFBQUAHV/oR988EFCQkLo168fu3btskXJItJMbTx4gjEvbeLjbce48/IubHxshEK2iFhFcm4pty/YzkOf/kAX7/asfPAqplzWWSFbGmSToD1jxgzGjh3LgQMHSExMpHfv3syZM4dRo0aRlJTEqFGjmDNnDgCrVq0iKSmJpKQk4uLimD59ui1KFpFmprCsikeW/MAd7+3A2dGeZdMv5+839MHNSYvPiEjjqrbU8sbGw4x5eROJaYU8Ny6U/06/nK4+LrYuTZq5Jm8dKSoqYtOmTSxcuBAABwcHHBwciI+PZ+PGjQBMnTqVESNGMHfuXOLj45kyZQomk4lhw4ZRWFhIVlYWAQEBTV26iDQDhmGweu9x/ha/j4KyKh4YGcL9I0NwtFcvtog0vl8++zE21J9nx4Xi66bFruT8NHnQTk5OxsfHhzvvvJPExEQGDx7MK6+8QnZ2dn149vf3Jzs7G4CMjAyCgoLqPx8YGEhGRsZvgnZcXBxxcXEA5OTkNNHZiEhTSsktZdbyfWw4mENoRzcWxWhGkZZM921pziqqLby6Pom3Nh3F09mB/9w6iD/21SCf/D5NHrRramrYtWsXr732GhEREcyYMaO+TeQUk8n0u6fGiY2NJTY2FoDw8PBGq1dEbK+i2sIbGw7z5jdHcbBvw1PX9Wbq5Z1pq3mxWzTdt6U5MgyD5XuymLPyJzKLKrhlcCBPXdcHd2e1pcnv1+RBOzAwkMDAQCIiIgCYMGECc+bMwc/Pr74lJCsrC19fXwDMZjNpaWn1n09PT8dsNjd12SJiIxsPnuDv8fs4ll/GuAEd+b9re+OnX9uKiBXsPlbAcyv2s+tYIX0C3Pj3pAEM69rB1mVJC9bkw0H+/v4EBQVx8OBBANavX0+fPn2Iiopi0aJFACxatIhx48YBEBUVxfvvv49hGGzduhV3d3f1Z4tcAtLyy5j+4U7ueG8H9nYmPr47gleiBypki0ijyyoq5+FPf2D8G99zLL+ceTf3Y/kDVypky0WzyTzar732GrfeeitVVVV07dqV9957j9raWiZOnMiCBQvo1KkTS5YsAeDaa69l5cqVhISE4OzszHvvvWeLkkWkiZysrOGNDYd559tk7EwmHo3sQezVXfWwo4g0urKqGt765ihvbTpCrQH3jujGvdeE4OKoZUakcdjkb9KAAQNISEj4zfb169f/ZpvJZGL+/PlNUZaI2FBtrcF/d6Uzb81BckoqGT/QzONjexLgrpXWRKRx1dYaxCdmMHfVQY4XV3BdvwCeGNuLIC9nW5cmrYx+ZBMRm0tIyefZFfvZk15E/yAP3rp9MIOCPW1dloi0QjtTC3h2xX4S0wrpF+jOa38ayJDOXrYuS1opBW0RsZmMwnLmrDrA8sRM/NwceWlSf8b1N2uVNRFpdBmF5cxddYAvEjPxdXXkxVv6M36g7jdiXQraItLkyqssvPnNEd7adATDgAdHhnDPiG44O+iWJCKNq7Syhje/OULcpqNA3f3mz1d3o736sKUJ6G+ZiDSZqppa4n/I4N9rD5FVVMH1/QJ44o+9CPRUX6SINK7aWoP/7c5g3uoDnCipZNyAjjw+thdmDz33IU1HQVtErM5Sa/DZ7gxeWnuIjMJywsxuvBI9kKFd1BcpIo1vR0o+zy7fz48ZRQwI8uA/tw1mcCc99yFNT0FbRKzGMAw2HDzB3FUHOZhdQv9Ad54fH8aIHj6/e/VXEZFzScsvY86qA3z5YxYB7k68PGkAUf07qg9bbEZBW0SsYvexAuasOsC25Hw6d3Bm/p8GcW1ffwVsEWl0afllvL35KIt3pGFnMvHwH3oQO7wr7Rw0/77YloK2iDSqHSn5zN9wmI0Hc/B2ceC5caFEDw2mrV2TL0QrIq3cieIKXt9wmE+2H8OEifEDzTwU2V3z70uzoaAtIo1ib0YR//rqYH3A/svoHtx5RRc92S8ijS67uIJ3v0tm0fcp1FgMJg4J4sGR3fF3d7J1aSKn0XdAEbkoe9ILeeubo3z5Yxbu7dryxB97MfWyzvqVrYg0utS8Ul77+jDxP2RgqTW4vl9HHonsQWfv9rYuTeSMFLRF5ILsSS/kpbWH2HAwB1dHe+6/JoS7h3fFvV1bW5cmIq3M8aIKXv06iSU70rC3M/GnocHEXNmFTh0UsKV5U9AWkfNmGAabknJ5e9NRvj2ci4dzWx4f25Pbh3XC1UkBW0QaV2peKe9+m8ziHWnUGgZ/igjm/mtC8HVTi4i0DAraInJOhmHw9YETvLTuEHszivF1dVTAFhGr2ZlawDubj7Jm33Hs2pgYN8DMjFHdCfLS4lbSsihoi0iDqi21rPwxi7c3H2VvRjHBXs7Mm9CPGweYcbDXLCIi0ngMw+C7w3m8vO4QCakFuDnZ8+eru3HH5Z3x0wi2tFAK2iLyG8UV1Xy6PY33vksms6iCrj7tmXtzX24aFKhp+kSkUVVUW1iemMmShDR2pBQQ4O7E0zf0YWJ4kGYtkhZPf4NFpN6h7BKW7Ehj8Y40TlbWENHFi+duDOOanr5aWU1EGlV5lYX4HzJ4fcNh0gvKCfJqx7PjQpk0JAhHe81aJK2DzYK2xWIhPDwcs9nMihUrSE5OJjo6mry8PAYPHswHH3yAg4MDlZWVTJkyhZ07d9KhQwc+/fRTOnfubKuyRVqd2lqjbpGZjUfYdCgHuzYmru0bwN1XdaFfoIetyxORVuZQdgkLNiezfE8mZVUWwsxuzL6pL1eGeGvlWGl1bBa0X3nlFXr37k1xcTEAM2fO5OGHHyY6Opp77rmHBQsWMH36dBYsWICnpyeHDx9m8eLFzJw5k08//dRWZYu0GmVVNSxNSOfd75JJzSvDzcmev/6xF+MHmfF1VT+kiDSeU/3Xb28+yjeHcnBq24YbB5i5caCZiC5eCtjSatkkaKenp/Pll1/y5JNP8u9//7tuRoOvv+bjjz8GYOrUqTzzzDNMnz6d+Ph4nnnmGQAmTJjA/fffj2EY+p9S5AL9mF7Ee98n89W+bE5W1jAw2INHInvwh95+6ocUkUaVX1rF0oQ0PtudwYHjJXi7OPJoZA9uG9YJz/YOti5PxOps8l31oYceYt68eZSUlACQl5eHh4cH9vZ15QQGBpKRkQFARkYGQUFBdcXa2+Pu7k5eXh7e3t6n7TMuLo64uDgAcnJymupURFoES63BN4dOELfpKFuP5uPiaM/1/QK4JTyQwZ28bF2eXKJ0326dDMNgX2Yxn2w/xn93pVNRXUv/QHfm3dyPqAEdcWqr/mu5dDR50F6xYgW+vr4MHjyYjRs3Ntp+Y2NjiY2NBSA8PLzR9ivSkmUWlvPxtmN8mpBGTkklAe5OPHltbyYNDcJN81+Ljem+3bpU1dSyYk8m72xOZn9WMQ52bRg/0My0q7rQw8/V1uWJ2ESTB+3vvvuOL774gpUrV1JRUUFxcTEzZsygsLCQmpoa7O3tSU9Px2w2A2A2m0lLSyMwMJCamhqKioro0KFDU5ct0mJU1ljYcCCH97ek8P2RPEwmGNXLj/EDzYwO9dP0fCLSaAzDYHtyPl8kZrJ673HySqvo7uvC8zeGcV3fALWHyCWvyYP27NmzmT17NgAbN27kX//6Fx999BG33HILy5YtIzo6mkWLFjFu3DgAoqKiWLRoEZdddhnLli1j5MiR6s8WOYOk7BL+tzuDT7Yfo7CsmgB3Jx6N7MG4AWaCO2g1NRFpPOVVFlbtzaofvW7X1o5RvX25eXAgV3f30XSgIj9rNk8+zZ07l+joaJ566ikGDhzItGnTAJg2bRq33347ISEheHl5sXjxYhtXKtJ8FFdUs3ZfNst2prPlaB5tTBDZx4/JQ4O5IsRbo9ci0mgMw+D7I3l8uiONdT9lU1ZlIcTXhbk39yWqv5l2Duq9Fvk1mwbtESNGMGLECAC6du3K9u3bf/MeJycnli5d2sSViTRfllqDdT9lszQhnU2Hcqiy1GL2aMcTf+zFTZqaT0QaWVJ2CQu+TWbDwRNkF1fi6dyWcQPM3NAvgGFdO2j0WuQsms2Itog0zDAMfkgr5Ms9Waz8MYvMogr83By5bVgnru8fwMAgD7VUiUijySmpZElCGt8m5bLlaB6O9m0YHerP8O7e3NBfM4eInC8FbZFmyjAMDp84ycaDOby/NYW0/HIc7NowvIc3T13fh9F9/LBXa4iINJKSimrW/ZTNl3uy+OZQDtUWg55+rjzy87zXXnqwUeR3U9AWaWbyS6tYvfc4n+44RmJ6EQBDO3sxY1QPIvv44d5O0/KJSOMoraxh/YETrEjMZOOhHKpqaglwd2LqZZ35U0QwXX1cbF2iSIumoC3SDBSWVbFm33FW7Mni+yN5WGoNuvm0Z1ZUKFf38KGzd3tblygirUR5lYWvD5zgyx8z+frACSqqa/F1deRPQ4O5oX8AA4M81Xct0kgUtEVs5PCJk6zZd5ytR/PYciSPmlqDYC9n/jy8K9f1C6BPgJv6rkWkUVRUW9h4MIcVezJZ/9MJyqsteLs4MjE8iOv6BjCks5fCtYgVKGiLNKHk3FJWJGby5Y9ZHDheAkB3XxemXdWF6/t2JMyscC0ijaOi2sLmpFy+3JPJ2v3ZlFZZ8GrvwE2DzFzXL4CILh2wU7gWsSoFbRErMgyDIzmlfLX/OF/uyWJfZjEA4Z08eeaGPvyxbwB+bpqOT0QaR05JJav3ZvHlj1nsSi2kylKLh3Nbbujfkev7dWRYVy89RC3ShBS0RRpZRbWF3ccKWfljFqv2Hif3ZCUAA4M9eOq63lzXL4AA93Y2rlJEWgPDMNifVcza/dlsOZLHjpR8ag0I8XXhzis6c3mIN5d366DFq0RsREFbpBEk55byzcETfHs4l01JuVTV1OLUtg0je/lydQ8frgjxJtBTy6CLyMU7UVLBliN57D5WyKZDORzNLaWNCXr6u3H/NSFc378jPfxcbV2miKCgLXJBLLUG25Pz2XI0j3X7s9mfVdcSYvZox60RwQzr2oErQ7xp76j/xUTk4hiGwYmSSr7an82KxEy2p+RjGNCurR3hnT2566qujA3z1zzXIs2QUoDIeTjVa712fzY7U/PZmVpAQVk1JhP0D6xrCRkT6k+Ql0atReTilVRU8/2RPFbsyWLjgROUVNYAdS0hM0Z15w+9/ejl76p+a5FmTkFbpAEnSirYlVrAxoM5bDh4guziul7rrj7tGdXbj5G9fLmquzeuTlpARkQuTkW1hcS0QnYdK+TrA9kkpBZgGODp3JZr+wbQw9+VK0O86eHnopmJRFoQBW2RnxWWVbHrWAE7UgpYuz+bwydOAtDewY4RvXwZ1sWLyD7++LtrlhARuThVNbXsyyxiZ2oBO1Ly+eZQDhXVtQD08nfl/mtCGNa1A0O7eOlBRpEWTEFbLlklFdUkptV9o9tyNJftyXVP69u1MTGksyeTwnszqJMnYWY3HO3tbF2uiLRwqXmlbErKZdOhHDYdyqGypi5Ymz3aMWFwICN6+DKok6d6rUVaEQVtuWRUVFvYk15EQmo+X/90gp3H6n41azJBTz9X7rsmhCtCvOkX6I6zg/7XEJELV1trcOhECWv2ZrM9JY/knFIyiyoACHB3YvLQYCK6eDGok6fm0hdpxZQmpNXKLCxnZ2oBu44VsCu1gH2ZxdTUGkDdr2YfuCaE8M5eDAj2wE191iJyEUora0hMK/z/95xjhRSV1z0w3SfAjWHdOtAnwI3RffwJ8mqnPmuRS0STB+20tDSmTJlCdnY2JpOJ2NhYZsyYQX5+PpMmTSIlJYXOnTuzZMkSPD09MQyDGTNmsHLlSpydnVm4cCGDBg1q6rKlmauqqWV/VnHdN7mfv9Fl/Tx65NS2Df0DPYgd3pXBnTwZGKxfzYrIhTMMg7T8cnYdK2Bnat0/B44X8/PP8fTwc+GPYf4MCvZkRE8ffDViLXLJavKgbW9vz4svvsigQYMoKSlh8ODBREZGsnDhQkaNGsUTTzzBnDlzmDNnDnPnzmXVqlUkJSWRlJTEtm3bmD59Otu2bWvqsqWZySmp/HnUqC5Y70kvOq3fcUhnLwYFezC4kxe9Alz1MJGIXLCKagt7M4rqR6t3phbWr/jq4mjPgCAP7h/ZncGdPBkQ5IF7O/2GTETqNHnQDggIICAgAABXV1d69+5NRkYG8fHxbNy4EYCpU6cyYsQI5s6dS3x8PFOmTMFkMjFs2DAKCwvJysqq34e0fnknKzmaW8qB4yX1o9WpeWUAONi1IdTsxu3DOjG4k6f6HUXkovwyVO9MLeBwzknS8suottQNV3fu4MzwHt4MCvZkcCdPevi5YtdGbSAicmY27dFOSUlh9+7dREREkJ2dXR+e/f39yc7OBiAjI4OgoKD6zwQGBpKRkfGboB0XF0dcXBwAOTk5TXQG0thyT1ayN6OIY/ll/HCskJ2/CNUA3i6OhHfy5NaIYAZ38iS0oztObTUjiEhLZOv79qlQvTejiNT8MnYfK2RfZlF9qO7UwZk+AW6MCa1rAxkY7IG3i2OT1ykiLZfNgvbJkye5+eabefnll3FzczvtNZPJ9LsfFImNjSU2NhaA8PDwRqtTrCf3ZCW7Ugs4klNKUnbJGUP14E4e/GloMD39Xenm40Kgpx4iEmktmvK+XW2p5XhRBXvSi+p7q38Zqp3atqGf2YNpV3ZlULAHgzp5KlSLyEWzSdCurq7m5ptv5tZbb+Wmm24CwM/Pr74lJCsrC19fXwDMZjNpaWn1n01PT8dsNtuibLkIp0L1nvS60erE9MIGQ/WAIA86dWiPn5ujQrWI/G6nRqpPBerEtCKySyowfn5Y0dG+7gHpmCu7MDjYk/5BHvi66n4jIo2vyYO2YRhMmzaN3r1788gjj9Rvj4qKYtGiRTzxxBMsWrSIcePG1W9//fXXiY6OZtu2bbi7u6s/uxk7UVxBSl4Z+zKLOJJzkkPHT3LgeDHFFTVA3WIw/m5OhJnd+NPQuvaPXgFuuDhqpkkR+X1KK2vYl1lMal4pezOKSM4rI6uwnJS80tPaP4Z19SK4Q3s6ujvRO8CN3gFuONjrAWkRsb4mTzffffcdH3zwAX379mXAgAEAvPDCCzzxxBNMnDiRBQsW0KlTJ5YsWQLAtddey8qVKwkJCcHZ2Zn33nuvqUuWXzEMg6LyapJOnOSnrGKSc+u+yaXmlXGipLL+fe7t2tLFuz1RAzrSyas9A4M9CDOrp1pELt73R3K5fcF2LD/PqefsYEeIrwtdfdozsrcvg4PrpvL0cVX7h4jYTpMH7SuvvBLj1O/vfmX9+vW/2WYymZg/f761y5IzqK01SC8oJ72wjPSCcvZmFJGSV8b+zOL6qa2grrcxrKM7V3b3JqyjO918Xejh50KAezsbVi8irVkvfzfuG9GNgcGedPZuT5BnO+w1jaeINDP6fb2QX1rFsfy6X7lmFlWQlF3CT1nFpOSVUVReXf++9g52dPN1YXh3b3oHuNHZuz39At3xcXGkjaa3EpEm5NXegUdG97R1GSIiZ6WgfQkwDIPiihqyiso5fOIkR3NKKamo/rm3sYyMwvLT3u/h3Jawju5c1y+AfmZ3gr2c8Xd3olOH9povVkREROQ8KWi3IkVl1ezLLCKjsJzjRRVkFlWQWVjOvswick9WnfbetnYm+gS4MbiTJ1Mu60SIrwv+7k50dG+Hh3NbPX0vIiIicpEUtFuQimoL+7OKSS8oJ6uwnKyfg3RWUQVZReW/CdMd2jsQ4OHE8O4+9ApwJcC9HZ07tKeHvwsOdm0UpkVERESsSEG7maitNcgtrSSrsC4014XnCg4eLyE1r5TKmlpOlFTWP2EP4OpoT4CHEwHu7QgzuxHk5UxfsztBnnWtHprdQ0RERMR2FLStrLbWIK+0iuziCiprLOSXVpNVVE7mqUBdWEFWcV2rx6l5X09xtG9D5w7tCTO742hvh9nDiTCzO5292xPg7oSrU9v/1979x0RZ+HEAf98dii4QMgXvi35DOC3g7jgRDllrBoW6RbnyyHO66AeN1VplzebWH9LGdmUra/7oh2vDyrDFllaoUSllDgMjbFkMvWCJEOOHEBK/+Xz/QO4LKIrGw8Pz8H5tbgLPwefNx+ezj889ByqlIiIiIqJr4aL9L4gILvzTM+z2jdqWTvzVOvDTO+paO1Df2oXuvv7LHjvNZMC8oBkwz5qJuP/eDHPQTPzn0tVpc9AMmINmYPZN03l7BxEREZFGcdEeYfAWjr9aO/FXaye6evtx4Z/u/1+Bbu1Ec3s3unv7L12lHr5ETzMZEDpr4EWFQxfoebNmwH+aCcEzp8EcPANzbuKPxCMiIiLSMy7al+SV/IldRWevegV6cIFeHBoAP6MRobP8h1+J5gJNRERERJdw0b5kToA/liy4GWbbwDI9cPvGTMyYZkTQzGmYw1/KQkRERETXgYv2JanRoUiNDlW7DCIiIiLSCaPaBRARERER6REXbSIiIiIiBXDRIQwsaQAAClBJREFUJiIiIiJSABdtIiIiIiIFcNEmIiIiIlIAF20iIiIiIgVw0SYiIiIiUgAXbSIiIiIiBRhERNQuYrzNmTMH4eHh1/WYhoYGzJ07V5mCJgHm0zY959NzNuDG8lVXV6OxsVGhiian653b/HejbcynbXrON94zW5eL9o2Ij4/HyZMn1S5DMcynbXrOp+dsgP7zqUXv31fm0zbm067xzsZbR4iIiIiIFMBFm4iIiIhIAabs7OxstYuYLJYuXap2CYpiPm3Tcz49ZwP0n08tev++Mp+2MZ92jWc23qNNRERERKQA3jpCRERERKSAKbFonzt3DsnJyYiOjkZMTAzeeustAEB2djbCwsLgcDjgcDhw8OBB32M8Hg8sFgtuu+02fPXVV2qVPiadnZ1wOp2IjY1FTEwMtmzZAgCoqqpCYmIiLBYL1q5di+7ubgBAV1cX1q5dC4vFgsTERFRXV6tY/bWNlu+RRx7BwoULff0rLy8HAIgInnnmGVgsFtjtdpSVlalZ/pj19fVhyZIlSEtLA6Cf/gGXZ9NT78LDw2Gz2eBwOBAfHw8AaG5uRmpqKhYtWoTU1FRcuHABgDbzqYVzW7vnPWe2dns3FOf2OM1tmQJqa2vlp59+EhGRv//+WxYtWiSnT5+WLVu2yGuvvXbZ8adPnxa73S6dnZ3yxx9/SEREhPT29k502WPW398vbW1tIiLS3d0tTqdTiouLJT09XfLy8kREJCsrS3bt2iUiIjt37pSsrCwREcnLy5OHHnpIncLHaLR8GRkZ8umnn152fEFBgaxatUr6+/uluLhYnE7nRJd8Q15//XVZt26d3HvvvSIiuumfyOXZ9NS7W2+9VRoaGoa9b9OmTeLxeERExOPxyIsvvigi2synFs5t7Z73nNna7d1QnNvjM7enxBVts9mMuLg4AEBgYCCioqJw/vz5UY8/cOAA3G43/P39sXDhQlgsFpSUlExUudfNYDAgICAAANDT04Oenh4YDAYcOXIELpcLAJCRkYH9+/cDGMiXkZEBAHC5XPj2228hk/hW/dHyjebAgQN4+OGHYTAYsGzZMrS0tKCurm6iyr0hNTU1KCgoQGZmJoCB/0HrpX8js12NFnt3JUN7NLJ3esg3ETi3tXvec2Zrt3eDOLfHb25PiUV7qOrqavz8889ITEwEAOzYsQN2ux2PPfaY72mC8+fPY8GCBb7HzJ8//6oDfjLo6+uDw+FASEgIUlNTERkZieDgYPj5+QEYnmFoPj8/PwQFBaGpqUm12sdiZL7B/r300kuw2+3YuHEjurq6AGizf8899xy2bt0Ko3HglGxqatJN/0ZmG6SX3hkMBqxYsQJLly7Fe++9BwCor6+H2WwGAMybNw/19fUAtJlvMuDc1t55z5mt3d4BnNvjOben1KJ98eJFrFmzBm+++SZmzZqFJ598El6vF+Xl5TCbzXjhhRfULvGGmUwmlJeXo6amBiUlJaioqFC7pHE1Mt+vv/4Kj8eDiooKlJaWorm5Ga+++qraZd6QL7/8EiEhIbr8UUmjZdNL7wDghx9+QFlZGQ4dOoSdO3fi+++/H/Zxg8Fw1at5dHWc29rEma1dnNvjO7enzKLd09ODNWvWYP369XjwwQcBAKGhoTCZTDAajXjiiSd8TzOGhYXh3LlzvsfW1NQgLCxMlbqvV3BwMJKTk1FcXIyWlhb09vYCGJ5haL7e3l60trbilltuUa3m6zGY7/DhwzCbzTAYDPD398ejjz6q2f4dP34cn3/+OcLDw+F2u3HkyBE8++yzuujflbJt2LBBN70D4KsvJCQEDzzwAEpKShAaGup7arGurg4hISG+Y7WWT02c29o874fizNZe7zi3x3duT4lFW0Tw+OOPIyoqCs8//7zv/UPvsfnss89gtVoBAPfffz/27duHrq4uVFVV4cyZM3A6nRNe91g1NDSgpaUFANDR0YGvv/4aUVFRSE5ORn5+PgBgz549WL16NYCBfHv27AEA5OfnIyUlZVJfcbtSvttvv93XPxHB/v37h/Xvgw8+gIjgxIkTCAoK8j0dNBl5PB7U1NSguroa+/btQ0pKCvbu3auL/l0p20cffaSb3rW3t6Otrc3398LCQlit1mE9Gtk7LeVTE+e2ds97zmzt9g7g3AbGeW7fyKs1tebYsWMCQGw2m8TGxkpsbKwUFBTIhg0bxGq1is1mk/vuu09qa2t9j8nJyZGIiAhZvHixHDx4UMXqr+3UqVPicDjEZrNJTEyMvPzyyyIi4vV6JSEhQSIjI8XlcklnZ6eIiHR0dIjL5ZLIyEhJSEgQr9erZvnXNFq+5ORksVqtEhMTI+vXr/e9yr2/v1+eeuopiYiIEKvVKqWlpWqWf12OHj3qe4W3Xvo3aGg2vfTO6/WK3W4Xu90u0dHRkpOTIyIijY2NkpKSIhaLRe6++25pamoSEe3lUxPntnbPe85s7fZuJM7tf5+PvxmSiIiIiEgBU+LWESIiIiKiicZFm4iIiIhIAVy0iYiIiIgUwEWbiIiIiEgBXLSJiIiIiBTARZt0JyAgAMDAr23++OOPFfkaubm5ePrppxX53ABw11134eTJk4p9fiKiyYIzm/SMizbplpJDm4iIxhdnNukRF23Src2bN+PYsWNwOBzYtm0b+vr6sGnTJiQkJMBut+Pdd98FABQVFWH58uVYvXo1IiIisHnzZuzduxdOpxM2mw1er3fMX7OwsBBJSUmIi4tDeno6Ll68iMOHDyM9Pd13TFFREdLS0kY9nohoKuLMJj3iok269corr+DOO+9EeXk5Nm7ciPfffx9BQUEoLS1FaWkpdu/ejaqqKgDAqVOn8M477+D333/Hhx9+iMrKSpSUlCAzMxPbt28f09drbGxETk4OvvnmG5SVlSE+Ph5vvPEG7rnnHvz4449ob28HAHzyySdwu92jHk9ENBVxZpMe+aldANFEKSwsxC+//IL8/HwAQGtrK86cOYPp06cjISEBZrMZABAZGYkVK1YAAGw2G44ePTqmz3/ixAn89ttvuOOOOwAA3d3dSEpKgp+fH1atWoUvvvgCLpcLBQUF2Lp1K7777rsrHk9ERJzZpA9ctGnKEBFs374dK1euHPb+oqIi+Pv7+942Go2+t41GI3p7e8f8+VNTU5GXl3fZx9xuN3bs2IHZs2cjPj4egYGBVz2eiGiq48wmPeCtI6RbgYGBaGtr8729cuVKvP322+jp6QEAVFZW+p4aHA/Lli3D8ePHcfbsWQBAe3s7KisrAQDLly9HWVkZdu/eDbfbfc3jiYimGs5s0iMu2qRbdrsdJpMJsbGx2LZtGzIzMxEdHY24uDhYrVZkZWWN+crHleTm5mL+/Pm+P11dXcjNzcW6detgt9uRlJSEiooKAIDJZEJaWhoOHTrke1HN3LlzRz2eiGiq4cwmPTKIiKhdBBERERGR3vCKNhERERGRArhoExEREREpgIs2EREREZECuGgTERERESmAizYRERERkQK4aBMRERERKYCLNhERERGRArhoExEREREp4H+dE0hzuH020AAAAABJRU5ErkJggg==\n",
"text/plain": [
"<Figure size 864x288 with 2 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"_, _, eff = plot_ilvl(273829)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Winds of War\n",
"Taking damage grants you 0 Dodge for 3 sec, stacking up to 5 times."
]
},
{
"cell_type": "code",
"execution_count": 88,
"metadata": {},
"outputs": [
{
"data": {
"image/png": "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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"_, _, eff = plot_ilvl(267671)"
]
},
{
"cell_type": "code",
"execution_count": 89,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"Text(0.5, 1.0, 'Winds of War --- Pre-DR Dodge per Trait at 5 Stacks')"
]
},
"execution_count": 89,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": "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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"plt.plot(np.arange(AZ_BASE_ILVL, 500), eff.squeeze() * 5 / 80 / 100)\n",
"plt.ylabel('Pre-DR Dodge per Trait at Cap')\n",
"plt.xlabel('Item Level')\n",
"plt.title('Winds of War --- Pre-DR Dodge per Trait at 5 Stacks')"
]
},
{
"cell_type": "code",
"execution_count": 90,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"Text(0.5, 1.0, 'Winds of War --- DR Dodge Rating per Trait at 10 Stacks')"
]
},
"execution_count": 90,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": "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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"sec = secondaries()\n",
"plt.plot(np.arange(AZ_BASE_ILVL, 500), dodge_chance(AGI_AT_ILVL, sec.crit, eff.squeeze() * 5) - dodge_chance(AGI_AT_ILVL, sec.crit, 0))\n",
"plt.ylabel('DR\\'d Dodge per Trait at Cap')\n",
"plt.xlabel('Item Level')\n",
"plt.title('Winds of War --- DR Dodge Rating per Trait at 10 Stacks')"
]
},
{
"cell_type": "code",
"execution_count": 91,
"metadata": {},
"outputs": [],
"source": [
"def winds_of_war(melee_size=DEFAULT_MELEE_SIZE, melee_freq=DEFAULT_MELEE_FREQ, avg_stacks=4):\n",
" eff = plot_ilvl(267671, plot=False)\n",
" melee_size *= armor_base()\n",
" net_dodge = dodge_chance(AGI_AT_ILVL, sec.crit, eff.squeeze() * avg_stacks) - dodge_chance(AGI_AT_ILVL, sec.crit, 0)\n",
" return {\n",
" 'dps': 0, \n",
" 'ehrps': melee_size / melee_freq * net_dodge / 100\n",
" }\n",
"VALUES[267671] = winds_of_war"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Gemhide\n",
"When dealt damage greater than 10% of your maximum health, gain 0 Avoidance and 0 Armor for 10 sec."
]
},
{
"cell_type": "code",
"execution_count": 92,
"metadata": {},
"outputs": [
{
"data": {
"image/png": "iVBORw0KGgoAAAANSUhEUgAAAtMAAAEjCAYAAADwjo21AAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAALEgAACxIB0t1+/AAAADh0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uMy4xLjEsIGh0dHA6Ly9tYXRwbG90bGliLm9yZy8QZhcZAAAgAElEQVR4nOzdd3hUVeLG8W8gBEhIg/RCKKG3JESaqBRBVASRjkJAiqKugCsrq66KulLWhi6usiIERRERiShFOig1QOgliQSSEEIKaZA+9/eH6/xEepnMJHk/z+NjZm7mzksevbw5c+45doZhGIiIiIiIyA2rYu0AIiIiIiLllcq0iIiIiMhNUpkWEREREblJKtMiIiIiIjdJZVpERERE5CapTIuIiIiI3CSVaRGRCuS1117jscceu+LxFi1asHHjxsse27hxIwEBARZKJiJSMalMi4iUgUWLFtG+fXucnJzw8vKiffv2fPTRR5T1Uv+HDh2iS5cuZfqeIiIVmcq0iIiFvfPOO0yYMIHJkydz5swZUlNT+fjjj/nll18oKiqydjwREbkFKtMiIhaUnZ3NK6+8wkcffcSAAQNwdnbGzs6O0NBQFi5cSPXq1SksLOT555+nbt26eHt78+STT5Kfnw/8/9SLmTNn4uXlha+vL8uWLWPFihU0btyY2rVr89Zbb130nkVFRYwYMQJnZ2datGhBdHS0+Vi9evVYu3YtAPn5+YwcORJ3d3eaN2/Orl27LjrP6dOn6d+/P56entSvX58PPvjAwj8tEZHyR2VaRMSCtm3bRmFhIX379r3i90yZMoXjx48TExNDXFwcycnJvP766+bjZ86coaCgwPz82LFj+eKLL9i9ezdbtmzhjTfe4MSJE+bv//777xkyZAhZWVn06dOHZ5555rLvO3XqVOLj44mPj2f16tVERkaaj5lMJh566CHatGlDcnIy69at4/3332f16tW34aciIlJxqEyLiFhQeno6Hh4e2Nvbm5/r1KkTbm5u1KxZk02bNjFnzhzee+89ateujbOzMy+++CKLFi0yf3+1atV46aWXqFatGkOGDCE9PZ0JEyaYR56bN2/Ovn37zN/fuXNnHnjgAapWrcrw4cMvOvZHixcv5qWXXqJ27doEBgby7LPPmo/t2rWLtLQ0XnnlFRwcHGjQoAFjx469KJeIiID9tb9FRERuVp06dUhPT6ekpMRcqLdu3QpAQEAAqampXLhwgbZt25pfYxgGpaWlF52jatWqANSsWRMAb29v8/GaNWuSl5dnfuzj42P+2tHRkYKCgove/3enT58mMDDQ/DgoKMj89cmTJzl9+jRubm7m50pLS7nrrrtu4qcgIlJxqUyLiFhQx44dqV69OlFRUfTv3/+S4x4eHtSsWZNDhw7h7+9fptl8fX1JTEykRYsWAJw6dcp8LDAwkPr16xMbG1ummUREyhtN8xARsSA3NzdeffVVnnrqKZYsWUJubi4mk4mYmBjOnz9PlSpVGDt2LJMmTeLs2bMAJCcnl8nc5EGDBjFt2jTOnTtHUlISH374oflYu3btcHZ2ZsaMGeTn51NaWsrBgwcvuUlRRKSyU5kWEbGwv/3tb7z77rvMnDkTb29vvL29eeKJJ5gxYwadOnVixowZBAcH06FDB1xcXLj33ns5duyYxXO9+uqrBAUFUb9+fXr27Mnw4cPNx6pWrcoPP/xATEwM9evXx8PDgzFjxpCdnW3xXCIi5YmdUdY7BoiIiIiIVBAamRYRERERuUkq0yIiIiIiN0llWiqlLVu20KRJkyseHzlyJC+//HIZJhIREZHySGVayo0uXbrg7u5OYWHhLZ/rrrvuKpMbvERE5Prdzuu8SFlRmZZyISEhgS1btmBnZ8f3339v7TgiInKbXe91/o8bGlmCpc8vFY/KtJQLCxYsoEOHDowcOZLIyEgAduzYgY+Pz0UXvu+++47WrVsDUFhYyMSJE/Hz88PPz4+JEyeaRzs2btxIQECA+XV79+4lLCwMZ2dnBg8eTEFBgfnYuXPn6N27N56enri7u9O7d2+SkpLMx7t06cI//vEP7rzzTpydnenZsyfp6enm4z///LN5++jAwEDmz59vzvf8889Tt25dvL29efLJJ8nPz7/9PzwRkXLgctd5+G3a3fjx43nggQdwcnJiw4YNjBw5kqeeeor777+fWrVqceedd3LmzBkmTpyIu7s7TZs2Ze/eveZzHDlyhC5duuDm5kaLFi0uKuuXO7/IjVCZlnJhwYIFPProozz66KOsXr2a1NRU2rdvj5OTE+vXrzd/35dffsmwYcMA+Oc//8n27duJiYlh37597Ny5kzfffPOScxcVFfHwww8zfPhwMjMzGThwIN9++635uMlkYtSoUZw8eZJTp05Rs2ZNnnnmmYvO8eWXXzJv3jzOnj1LUVERb7/9NvDblsz3338/f/nLX0hLSyMmJoaQkBAApkyZwvHjx4mJiSEuLo7k5GRef/312/6zExEpDy53nf/dl19+yUsvvURubi6dO3cGYPHixbz55pukp6dTvXp1OnbsSFhYGOnp6QwYMIDnnnsOgOLiYh566CF69uzJ2bNn+fDDD3n00Ucvmup3ufOLXDdDxMZt2bLFsLe3N9LS0gzDMIwmTZoY7777rmEYhvHSSy8Zo0aNMgzDMHJycgxHR0cjISHBMAzDaNCggfHjjz+az7Nq1SojKCjIMAzD2LBhg+Hv728YhmFs2rTJ8PX1NUwmk/l7O3bsaLz00kuXzbN3717Dzc3N/Piee+4x3njjDfPj2bNnG/fdd59hGIbx1ltvGQ8//PAl5zCZTIajo6MRFxdnfm7r1q1GvXr1rvOnIiJScVztOh8REWEMHz78ou+PiIgwxowZY378wQcfGE2bNjU/3r9/v+Hq6moYhmFs3rzZ8Pb2NkpLS83HhwwZYrz66qtXPL/IjdDItNi8yMhIevbsiYeHBwDDhg0zfwQ4bNgwli5dSmFhIUuXLiUsLIygoCAATp8+bf4aICgoiNOnT19y/tOnT+Pv74+dnd1F3/u7Cxcu8MQTTxAUFISLiwt33303WVlZF00v8fHxMX/t6OhIXl4eAImJiTRs2PCS90xLS+PChQu0bdsWNzc33Nzc6NWrF2lpaTf1MxIRKc+udp0HCAwMvOQ13t7e5q9r1qx5yePfr8OnT58mMDCQKlX+v/IEBQWRnJx81fOLXC97awcQuZr8/HwWL15MaWmpubAWFhaSlZXFvn37aNOmDUFBQaxcufKiKR4Afn5+nDx5khYtWgBw6tQp/Pz8LnkPX19fkpOTMQzDXKhPnTplLsHvvPMOx44dM8/RjomJITQ0FOM6Ng8NDAxk586dlzzv4eFBzZo1OXToEP7+/jf+gxERqSCudZ0HLhrsuFF+fn4kJiZiMpnMhfrUqVM0btzY/D23cn4RjUyLTVu2bBlVq1bl8OHDxMTEEBMTw5EjR7jrrrtYsGAB8NsIxqxZs9i8eTMDBw40v3bo0KG8+eabpKWlkZ6ezuuvv85jjz12yXt07NgRe3t7PvjgA4qLi1m6dOlFBTg3N5eaNWvi5uZGZmYmU6dOve78jz76KGvXrmXx4sWUlJSQkZFBTEwMVapUYezYsUyaNImzZ88CkJyczOrVq2/2RyUiUi5dz3X+VrRv3x5HR0dmzpxJcXExGzduZPny5QwZMuQ2pBdRmRYbFxkZyahRo6hbty4+Pj7mf5555hkWLlxISUkJQ4cOZdOmTXTr1s38ESHAyy+/THh4OK1bt6ZVq1aEhYVddiMWBwcHli5dyvz586lduzZff/01jzzyiPn4xIkTyc/Px8PDgw4dOtCrV6/rzl+3bl1WrFjBO++8Q+3atQkJCTGPtMyYMYPg4GA6dOiAi4sL9957r9a+FpFK53qu87fCwcGB5cuXs3LlSjw8PHjqqadYsGABTZs2vU1/Aqns7Izr+axaREREREQuoZFpEREREZGbpDItIiIiInKTVKZFRERERG6SyrSIiIiIyE0q1+tMe3h4UK9ePWvHEBG5YQkJCaSnp1s7RpnSNVtEyrMrXbfLdZmuV68e0dHR1o4hInLDwsPDrR2hzOmaLSLl2ZWu25rmISIiIiJyk1SmRURERERuksq0iIiIiMhNUpkWEREREblJKtMiIiIiIjdJZVpERERE5CZZrEwfO3aMkJAQ8z8uLi68//77ZGZm0qNHDxo1akSPHj04d+4cAIZh8OyzzxIcHEzr1q3Zs2ePpaKJiIiIiNwWFivTTZo0ISYmhpiYGHbv3o2joyP9+vVj+vTpdO/endjYWLp378706dMBWLlyJbGxscTGxjJnzhzGjx9vqWgiIrdFSamJqcsP8WtanrWjiIjIdfjPxni2xt/eDbPKZJrHunXraNiwIUFBQURFRREREQFAREQEy5YtAyAqKooRI0ZgZ2dHhw4dyMrKIiUlpSziiYjclGUxp5n3SwLHU1WmRURsXXxaHv9afZT1R87e1vOWSZletGgRQ4cOBSA1NRVfX18AfHx8SE1NBSA5OZnAwEDzawICAkhOTr7kXHPmzCE8PJzw8HDS0tLKIL2IyKWKS018sC6Wlv4u3NfC29pxbJau2SJiK2atjaW6fVWe7NLwtp7X4mW6qKiI77//noEDB15yzM7ODjs7uxs637hx44iOjiY6OhpPT8/bFVNE5IZ8vu0kpzIv8FyPxjd8HatMdM0WEVuwLzGL5ftPE9GpHh61qt/Wc1u8TK9cuZKwsDC8vX8bufH29jZP30hJScHLywsAf39/EhMTza9LSkrC39/f0vFERG5YWm4h7605zt2NPenaxMvacURE5CpMJoNXvj+ER63qPN319o5KQxmU6a+++so8xQOgT58+REZGAhAZGUnfvn3Nzy9YsADDMNi+fTuurq7m6SAiIrbkw/Wx5BeX8tpDzTUqLSJi4348kMK+xCym9GqKc41qt/389rf9jH9w/vx51qxZwyeffGJ+bsqUKQwaNIi5c+cSFBTE4sWLAXjggQdYsWIFwcHBODo6Mm/ePEtGExG5KclZ+SzamcjA8EAaeNaydhwREbmKUpPB+2uP09i7Fv1CLTPjwaJl2snJiYyMjIueq1OnDuvWrbvke+3s7Jg9e7Yl44iI3LJ3fjoGwDPdgq2cRERErmVxdCLxaef5z6NhVKlimU8StQOiiMh1ik7IZOmeZMbcVR9/t5rWjiMiIleRdaGImauO0q5+bXq19LHY+6hMi4hch5JSE/+IOoSfaw2NSouIlANv/3SMnIISXu/bwqL3t6hMi4hch4U7TnEkJYeXezfH0cGiM+REROQWHUzOZuGOU4zoGERTHxeLvpfKtIjINeQVljBrXSydGtbhfgt+VCgiIrfHjFVHcXd0YFKPxhZ/L5VpEZFriNyaQOb5Iibf10RL4YmI2LidJzLZEpvO+Hsa4mKBpfD+TGVaROQq0nIL+XhTPN2aehFa193acURE5CpMJoO3VhzB07k6j3UIKpP3VJkWEbmKGauOUlBcyksPNrN2FBERuYZvdicS878NWmo6VC2T91SZFhG5gt0nz7FkdxKjOzegoTZoERGxaVkXipix6hjhQe48EmaZDVouR2VaROQySk0Gr0QdxMelBn/RUngiIjbv3TXHybpQxFQLL4X3ZyrTIiKX8eXOUxw6ncNLDzbDqbqWwhMRsWWHTmfzxfaTPNYhiBZ+rmX63irTIiJ/knm+iLdXH6NTwzr0bu1r7TgiInIVJpPBK1GHcHd04K89mpT5+6tMi4j8yb9WH+V8YQlT+5TtR4UiInLjvtubzO6T53ihV1NcHS2/FN6fqUyLiPzBvsQsFu1KZGSnejTydrZ2HBERuYqcgmKmrTxKSKAbA9oGWCWDJgKKiPyP6X83HXrUqs6EextZO46IiFzDe2uOk3G+kM9GhlOlinU+SdTItIjI/yyOTmRfUjYvPdAM5zLYNUtERG7e0TM5LNh2kqHt6tI6wM1qOVSmRUT4fX3So7SrV5u+IX7WjiMiIldhGL/ddOhcw57JPcv+psM/UpkWEQHe/ukYOQUlZb4+qYiI3Ljv951m54lMJt/XBHcnB6tmUZkWkUrvYHI2C3ecYniHIJr5ulg7joiIXEVeYQn//PEIrfxdGXJHXWvH0Q2IIlK5FZaU8sK3+6nj5MCkHo2tHUdERK7hrRVHOJtbyCfD21LVSjcd/pHKtIhUau+uOc6h0zn8d0Q4rjV106GIiC1beziVL3ecYtzdDQit627tOICmeYhIJXb0TA6fbjnB4PBAejT3tnYcERG5igtFJbwSdZCmPs48b+WbDv9IZVpEKqU/3gk+5f6m1o4jIiLXMHtDHKezC3jj4ZY42NtOhbVokqysLAYMGEDTpk1p1qwZ27ZtIzMzkx49etCoUSN69OjBuXPngN/+Ynv22WcJDg6mdevW7Nmzx5LRRKSS+/1O8L/d19Tqd4KLiMjVnUg/z383n6BfqD931Ktt7TgXsWiZnjBhAr169eLo0aPs27ePZs2aMX36dLp3705sbCzdu3dn+vTpAKxcuZLY2FhiY2OZM2cO48ePt2Q0EanEsi4Ume8EH3xHoLXjiIjIVZhMBv9YdhAH+yr83QY/SbRYmc7Ozmbz5s2MHj0aAAcHB9zc3IiKiiIiIgKAiIgIli1bBkBUVBQjRozAzs6ODh06kJWVRUpKiqXiiUglZRgGU749wLkLRUx7pJVN3AkuIiJXNm9rAj/HpfPC/U3xcqlh7TiXsFiZPnHiBJ6enowaNYrQ0FDGjBnD+fPnSU1NxdfXFwAfHx9SU1MBSE5OJjDw/0eIAgICSE5OtlQ8EamkVh08w6pDZ/hrzya09He1dhwREbmKxMwLzFx1lHubefFYe+uvKX05FivTJSUl7Nmzh/Hjx7N3716cnJzMUzp+Z2dnd8M7jc2ZM4fw8HDCw8NJS0u7nZFFpIK7UFTCGz8cpqmPM2M617d2nEpB12wRuRVv/HCYKnZ2vPFwS5vdndZiZTogIICAgADat28PwIABA9izZw/e3t7m6RspKSl4eXkB4O/vT2Jiovn1SUlJ+Pv7X3LecePGER0dTXR0NJ6enpaKLyIV0O93gr/etyX2VW3nTvCKTNdsEblZG4+d5afDqfylezC+rjWtHeeKLPa3iY+PD4GBgRw7dgyAdevW0bx5c/r06UNkZCQAkZGR9O3bF4A+ffqwYMECDMNg+/btuLq6mqeDiIjcql/T8sx3grerb1t3gouIyMUKikuZuvwwDTycGG3jnyRadAfEDz/8kEcffZSioiIaNGjAvHnzMJlMDBo0iLlz5xIUFMTixYsBeOCBB1ixYgXBwcE4Ojoyb948S0YTkUqkuNTEpK9jqFHNNu8EFxGRi01feZQT6ef5fHQ7qttXtXacq7JomQ4JCSE6OvqS59etW3fJc3Z2dsyePduScUSkknpvzXH2JWXz0aNhNnknuIiI/L/1R1OZvzWBUXfW465Gtj89TJMGRaRC2/5rBv/ZFM/g8EAeaKWpYyIitiwtt5DJ3+ynqY8zL/QqH58kWnRkWkTEmgpLSnlx6QHq1nbklYeaWzuOiIhcw1srjpBbUMJX4zpQo5ptT+/4nUamRaTC+nTLCX5NP8/UPi1wqq6xAxERW7bj1wy+25vM2Lvr09jb2dpxrpvKtIhUSAeTs3l/7XHub+lDlyZe1o4jIiJXkVNQzF+/2Udg7Zo83TXY2nFuiIZqRKTCyS8qZcKivbg7OvDPfq2sHUdERK7hlWUHSckuYPETHXF0KF/1VCPTIlLhvPnjYeLTzvPuoBBqOzlYO46IiFzFsr3JLIs5zbPdGtE2yN3acW6YyrSIVCjRCZks3HGKMZ3r07mRh7XjiIjIVWRdKGLq8kOE1XXj6a4NrR3npqhMi0iFUVxq4h9Rh/B1rcFzPRtbO46IiFzDv1YfI6eghH/2a4V91fJZS8tnahGRy3h/7XGOpOTw6kPNy92cOxGRymbDsbMs3HGKkZ3q0czXxdpxbprKtIhUCNt/zeCjjfEMCg+gV0ttziIiYst+25xlH019nJl8XxNrx7klGroRkXIv+0Ixk76OoV4dJ159qIW144iIyFUYhsHkJfvILShh4ZjysznLlWhkWkTKNcMw+Pt3+0nLLeT9wSHanEVExMbN35rAxmNpvPRgM5r4lJ/NWa5EZVpEyrVvopNYceAMz/VsTJtAN2vHERGRqzh6JodpK4/SvakXwzsEWTvObaEyLSLl1on087y2/BAdG9ThibvL55JKIiKVRUFxKc9+tReXGtWYMaA1dnZ21o50W+jzUBEpl4pKTExYtJdqVavw7uA2VK1SMS7KIiIV1bQVRziemkfk4+3wqFXd2nFuG5VpESmX3lt7nP1J2Xz8WBi+rjWtHUdERK5i/dFUIred5PE763NPY09rx7mtNM1DRMqdrfHpfLwpniF3BGoZPBERG3c2t4DJ3+ynma8LL9xfvpfBuxyNTItIuXLufBHPfb2P+nWceOWh5taOIyIiV2EyGTz/zX7yCktYNCSE6vblexm8y9HItIiUG4Zh8PelB8g4X8gHQ0O1y6GIiI2btzWBzcfTeLl3cxp5l/9l8C5HZVpEyo2vdyWy6tAZnu/ZhJb+rtaOIyIiV3H4dA4zVh7l3mbePNa+rrXjWIzKtIiUC7tPnuO15Ye4M7gOY+9qYO04IiJyFel5hYxfuBtXx2rM6N+qwiyDdzkq0yJi805n5TMmchc+LjWYNSSUKloGT0TEZhWXmhgTGU1qTgGfDG9LnQq0DN7lWLRM16tXj1atWhESEkJ4eDgAmZmZ9OjRg0aNGtGjRw/OnTsH/DYX8tlnnyU4OJjWrVuzZ88eS0YTkXKi1GQw8esYikpMfDbyjgq1NqmISEX03prjxCRm8c7AEMLquls7jsVZfGR6w4YNxMTEEB0dDcD06dPp3r07sbGxdO/enenTpwOwcuVKYmNjiY2NZc6cOYwfP97S0USkHPh4Uzw7T2QytW9LGnjWsnYcERG5im3xGfznf0uXPti6cixdWubTPKKiooiIiAAgIiKCZcuWmZ8fMWIEdnZ2dOjQgaysLFJSUso6nojYkJjELN5bc5zerX3pH+Zv7TgiInIVWReKeG5xTKVbutSiZdrOzo6ePXvStm1b5syZA0Bqaiq+vr/9puLj40NqaioAycnJBAYGml8bEBBAcnKyJeOJiA3LKyxhwqK9eLvU4J/9KvbNKyIi5d3vS5em5xUya0jlWrrUon/Sn3/+GX9/f86ePUuPHj1o2rTpRcft7Oxu+C/IOXPmmIt5WlrabcsqIrajpNTExEV7Scy8wKJxHXGtWc3akeQm6ZotUjl8tDGelQfPMOX+prQKqFxLl1p0ZNrf/7ePZb28vOjXrx87d+7E29vbPH0jJSUFLy8v8/cmJiaaX5uUlGR+/R+NGzeO6OhooqOj8fSsWHu7i8hvpq08ytojZ5natyXt6te2dhy5Bbpmi1R8Kw+k8K/Vx3g4xI9xlXDpUouV6fPnz5Obm2v++qeffqJly5b06dOHyMhIACIjI+nbty8Affr0YcGCBRiGwfbt23F1dTVPBxGRymPDsbPM/fkEER2DGN4hyNpxRETkKk5n5TNl6QHaBLgyc0CbSrl0qcWmeaSmptKvXz8ASkpKGDZsGL169eKOO+5g0KBBzJ07l6CgIBYvXgzAAw88wIoVKwgODsbR0ZF58+ZZKpqI2KgjKTk8++Vemvo48/cHmlk7joiIXEV2fjGPz99Fqclg1pBQHOwr5/YlFivTDRo0YN++fZc8X6dOHdatW3fJ83Z2dsyePdtScUTExuUUFDN2QTRO1e2ZO/IOalSrau1IIiJyBYZh8NfFMcSn5TFvZDvqeThZO5LVVM5fIUTEpvx+F3hKdgEfPRaGv1tNa0cSEZGrWLDtJGuPnGXK/c3o3MjD2nGsSmVaRKzu7Z+O8eP+FJ7v2aRS7JYlIlKerTuSytTlh+je1ItRnepZO47VqUyLiFWtOZzK7A3xDG0XyJP3VL67wEVEypPEzAtMXBRDCz9XPhgaWilvOPwzlWkRsZrEzAu88O1+mvu68FqfFtqYRUTEhhUUl/Lsor0AfPRoGE7VK8/GLFejn4KIWEXm+SJGfLaTUpPBh8NCqW6vGw5FRGxVqcng2a/2EpOYxUfDwgis7WjtSDZDI9MiUubyi0p5fP4uTmflMzcinIaetawdSURErsAwDF79/iA/HU7lHw825/5W2gfkj65Zpo8fP0737t1p2bIlAPv37+fNN9+0eDARqbhe+/4Q+5Ky+GBoKOH1tMOhiIgtW7I7iS+2n+KJuxvweOf61o5jc65ZpseOHcu0adOoVq0aAK1bt2bRokUWDyYiFVNUTDJfRyfyVJeG3NfCx9pxRETkKmJTc3nt+0O0r1+bv/Vqau04NumaZfrChQu0a9fuoufs7TXVWkRu3Nb4dCZ/s5929Woz8d7G1o4jIiJXkZKdT8RnO3Gsbs97g0OoqpU7LuuaZdrDw4P4+HjzXfZLlizB11dzZUTkxhw+ncMTC3ZTz8OR/44Ip1pV3bIhImKrsvOLGfnZLnIKSpg/6g78tJnWFV1ziHn27NmMGzeOo0eP4u/vT/369fniiy/KIpuIVBBJ5y4wct5OatWwZ/6odrg6VrN2JBERuYKC4lLGLYjm1/Q85o9qRws/V2tHsmnXLNMNGjRg7dq1nD9/HpPJhLOzc1nkEpEKoqC4lDGR0RQUl7JkfCeNboiI2Lh/LDvIjhOZfDA0lDuDK/dW4dfjmp+zVq1alSlTpuDo6Ggu0mFhYRYPJiLln2EYvPHDYY6eyeWDoaE09tYv4yIitmzZ3mS+2Z3EX7oF06eNn7XjlAvXLNMtWrTAZDLRs2dPMjMzgd/+ghQRuRqTyWDykv0s3HGKcXc3oEsTL2tHEhGRq/hi+0meWxzDHfXcmdC9kbXjlBvXLNP29vbMnDmTMWPGcNddd7F7925t+Ssi1/Tpz7+yZHcSz3ZvxN/v13JKIiK2LDohk1eiDtKliReRj7fDXjeJX7drzpn+fRR68ODBtGjRgmHDhnHq1CmLBxOR8mvHrxn8a/Ux7mvhzaR7G+kXcBERG5aaU8CERTEEuDsya0gIjg5aAvlGXBKVHwMAACAASURBVPOn9emnn5q/btmyJVu2bCEqKsqioUSk/Np76hxjF0RTt7YjM/q3VpEWEbFhZ3MKiPhsJ+cuFLH4iY4419BqSzfqimV6/fr1dOvWjZMnT3Ly5MmLjtWqVcviwUSk/Nlw9CxPfLEbH5caRD7eDjdHB2tHEhGRKziVcYHBc7aRnV/MJ8Pb0tJfS+DdjCuW6U2bNtGtWzeWL19+yTE7OzseeeQRiwYTkfJl76lzjF+4m8betVjweHtqO6lIi4jYqoy8QkZ8toP84lIWP9FRRfoWXLFMT506FYB58+aVWRgRKZ9+Tcvj8fm78HapwbyR7VSkRURs2IWiEh6fv4uU7AK+HNteRfoWXfFWzeXLl180veP111+nTZs29OnThxMnTpRJOBGxfWdzCxjx2U6q2NkROaodns7VrR1JRESuoLjUxNML93AgOZt/DwujbVBta0cq965Ypl966SU8PT0B+OGHH/jiiy/47LPP6NOnD08++WSZBRQR25VbUMyoebvIyCvis5F3UM/DydqRRETkCgzD4KXvDrDhWBpvPtyKHs29rR2pQrhimbazs8PR0RGApUuXMnr0aNq2bcuYMWNIS0srs4AiYpuKSkyM/2IPR8/k8tFjYbQJdLN2JBERuYp31xxncXQSE7o3Ylj7utaOU2FcsUwbhkFeXh4mk4l169bRvXt387GCgoLrfoPS0lJCQ0Pp3bs3ACdOnKB9+/YEBwczePBgioqKACgsLGTw4MEEBwfTvn17EhISbvKPJCKWZjIZ/G3JPn6OS2f6I63oqt0NRURs2ufbT/Lh+jiGtgtk4r3a3fB2umKZnjhxIiEhIYSHh9OsWTPCw8MB2Lt3L76+vtf9BrNmzaJZs2bmxy+88AKTJk0iLi4Od3d35s6dC8DcuXNxd3cnLi6OSZMm8cILL9zsn0lELMgwDGasOsqymNNMvq8JA8MDrR1JRESuYtXBM7wSdZB7m3nxRt+WWv//NrtimX788cfZtGkTc+fOZcWKFebnfXx8rnuFj6SkJH788UfGjBkD/PaX8Pr16xkwYAAAERERLFu2DICoqCgiIiIAGDBgAOvWrTPvvigitqGk1MSL3x3gk82/MrxDEE91aWjtSCIichVf7jjF01/uISTQjQ+HhmmbcAu46g6I/v7++Pv7X/TcjYxKT5w4kZkzZ5KbmwtARkYGbm5u2Nv/9rYBAQEkJycDkJycTGDgbyNc9vb2uLq6kpGRgYeHx0XnnDNnDnPmzAHQ3G2RMmQYBi8vO8iiXYk83bUhf+3RRKMbck26ZotYzzfRibz43QG6NvHkg6Gh1HSoau1IFZLFfj354Ycf8PLyom3btrf1vOPGjSM6Opro6GjzaiMiYnnvr41l0a5EnukazOT7mlKlioq0XJuu2SLWseHYWaYsPcBdjTz4ZHi4tgm3oKuOTN+KX375he+//54VK1ZQUFBATk4OEyZMICsri5KSEuzt7UlKSjKPfPv7+5OYmEhAQAAlJSVkZ2dTp04dS8UTketkGAb/2RTPrHWxDGwbwF97NrZ2JBERuYqNx87y1Bd7aOrjzH8ea4uDvaZ2WNI1f7rDhw+/ruf+bNq0aSQlJZGQkMCiRYvo1q0bCxcupGvXrixZsgSAyMhI+vbtC0CfPn2IjIwEYMmSJXTr1k0fIYtYmWEYvP7DYWauOsZDbfx465FW+v9SRMSGLd93msfn76K+hxPzRt1BreoWGzeV/7lmmT506NBFj0tLS9m9e/dNv+GMGTN49913CQ4OJiMjg9GjRwMwevRoMjIyCA4O5t1332X69Ok3/R4icnt8vOlX5v2SwKg76/HBkBCq6cYVERGbtTUunecWxxAeVJtvnuyIl3MNa0eqFK7468q0adN46623yM/Px8XFBfhtlMrBwYFx48bd0Jt06dKFLl26ANCgQQN27tx5yffUqFGDb7755obOKyKW8010IjNWHaVPGz/+8WBzjUiLiNiwg8nZPPH5bup7OPHfEeE4aUS6zFxxmOnvf/87ubm5TJ48mZycHHJycsjNzSUjI4Np06aVZUYRKWOzN8Qxecl+Ogd78K+BrXWzoYiIDdt47CyDPtmGcw17Ih9vh6ujbjYsS9f8zLZdu3ZkZ2ebH2dlZZnXhhaRimf+Lyf41+pj9A3xY+7IcKrbayklERFbFZ2QaR6R/u7pO/F1rWntSJXONcv01KlTcXV1NT92c3Nj6tSpFg0lImXPMAzeW3Oc15Yfpmdzb94dFKIiLSJiw9YcTmXEZzvxc6vJgsfb4e2iOdLWcM0ybTKZLnmupKTEImFExHpmrYtl1rpY+ocF8OGwUKpqaoeIiM3aeOwsT36xm0Zetfh6XAfq1Kpu7UiV1jXLdHh4OM899xzx8fHEx8fz3HPP3faNWETEekwmg7dXH+P9tb8V6bcHttaItIiIDVt5IIUnv9hNE29nvhjTHi+NSFvVNcv0hx9+iIODA4MHD2bIkCHUqFGD2bNnl0U2EbGw/KJSnvlqD//eEMeg8ACm99c60iIitsowDP69PpbxC/fQzNeFBaPbaWdDG3DNdVOcnJyYPn0658+fx8nJqSwyiUgZKC418cQXu9kSm8bLDzZjdOf6KtIiIjbs/bW/Tcd7OMSP6f1bU6OaPkW0Bdccmd66dSvNmzenWbNmAOzbt4+nnnrK4sFExHIuFJXw9MI9bD6exvRHWjHmrgYq0iIiNsowDD74330tA9sG8N7gEBVpG3LNMj1p0iRWr15NnTp1AGjTpg2bN2+2eDARsYyU7HwGfryNtUdSee2h5gy+o661I4mIyBUUFJcy8esY3l1znEdC/XnrEU3HszXXtT1OYGDgRY+rVtVvQyLlUWpOAQP+s43s/GLmRtxB16Ze1o4kIiJXUFRiYtznu9l8PI3J9zXhqS4NVaRt0DXLdGBgIFu3bsXOzo7i4mJmzZplnvIhIuVHclY+o+btJOtCEYvGdaRVgOu1XyQiIlZRUFzKpK9j2Hw8jRn9W+lTRBt2zTL98ccfM2HCBJKTk/H396dnz55azUOknNl76hxjF+ymsLiU/0aEq0iLiNiwszkFjF0Qzf7kbP7RW9PxbN0Vy/QLL7zAjBkz2LBhAwsXLizLTCJyG0XFJDN5yX58XGrw1dj2NPJ2tnYkERG5goPJ2YxdEE12fjGfPNaWni18rB1JruGKNyCuWLECwzCYNm1aWeYRkdvEZDJ4d81xJiyKISTQjWVP36kiLSJiw1YdPMPAj7dhByx5spOKdDlxxZHpXr164e7uTl5eHi4uLhiGgZ2dnfnfOTk5ZZlTRG5AflEpzy/Zx4/7UxjYNoB/9muFg/01F+8RERErMAyD/2yKZ+aqY4QEujFnRFu8nLWrYXlxxb9d33zzTbKysnjwwQfJyckhNzf3on+LiG1KzSlgyJxtrDiQwosPNGXmgNYq0iIiNqqwpJS/frOPmauO0aeNH4vGdVCRLmeuODLdsWNH9uzZg4uLS1nmEZFbcDA5mzGR0eQUFDNneDg9mntbO5KIiFxBRl4hT3y+m+iT53iuR2P+0i1YS9+VQ1cs00VFRXz55Zds3bqVpUuXXnL8kUcesWgwEbkxqw6mMOnrfbg7VmPJk51o7qdfhEVEbNWxM7mMjtxFWm4h/x4WSu/WftaOJDfpimX6448/ZuHChWRlZbF8+fKLjtnZ2alMi9gIwzD4aGM8/1p9jNC6bnwyXHPtRERs2YajZ/nLV3txdKjK4ic60ibQzdqR5BZcsUx37tyZzp07Ex4ezujRo8syk4hcp8KSUv7+7QGW7k2mb4gfM/q3pkY17VAqImKLDMNg7s8neGvFEZr5uvBpRDi+rjWtHUtu0RXvSpo5cyYAo0eP5ptvvrno2IsvvmjZVCJyTel5hQz77w6W7k3mrz0a8/7gEBVpEREbVVRi4sXvDvDmj0fo2dyHb57sqCJdQVyxTC9atMj89Z/Xml61apXlEonINR09k0Pff//CodPZzB4Wxl+6N9JNKyIiNirrQhEjPtvBVzsTebprQz56NAxHh2tuQi3lxBXLtGEYl/36co8vp6CggHbt2tGmTRtatGjBq6++CsCJEydo3749wcHBDB48mKKiIgAKCwsZPHgwwcHBtG/fnoSEhJv584hUeOuOpNL/o62UmEwsfqIjD7b2tXYkERG5gvi0PB6e/Qt7Tmbx7qA2TL6vKVWqaPCjIrlimf7jKNefR7yuZwSsevXqrF+/nn379hETE8OqVavYvn07L7zwApMmTSIuLg53d3fmzp0LwNy5c3F3dycuLo5Jkybxwgsv3OyfSaRCMgyDT7f8ypgF0dT3dCLq6c60DtBNKyIiturn2HQenv0LuQUlfDWuPY+EBVg7kljAFcv0vn37cHFxwdnZmf379+Pi4mJ+fODAgWue2M7Ojlq1agFQXFxMcXExdnZ2rF+/ngEDBgAQERHBsmXLAIiKiiIiIgKAAQMGsG7duusaARepDJKz8nnmy728+eMR7mvuw+InOuLjqhU7RERs0fnCEt5efYyIeTvxc63JsqfvpG1QbWvHEgu54oSd0tLSWz55aWkpbdu2JS4ujqeffpqGDRvi5uaGvf1vbxsQEEBycjIAycnJBAYG/hbK3h5XV1cyMjLw8PC46Jxz5sxhzpw5AKSlpd1yRhFb90tcOuO/2E1hiYnnezbmqS7B+ohQyg1ds6WyScy8wOjIXRxPzaNfqD+v922Bc41q1o4lFmTR2e9Vq1YlJiaGrKws+vXrx9GjR2/5nOPGjWPcuHEAhIeH3/L5RGzZF9tP8ur3h2jo6cSnI+6gbh1Ha0cSuSG6Zktlsishkyc+301JqYkvRrencyOPa79Iyr0yuZXUzc2Nrl27sm3bNrKysigpKcHe3p6kpCT8/f0B8Pf3JzExkYCAAEpKSsjOzqZOnTplEU/E5hQUlzJ95VHmb02gaxNPPhgaqpENEREbZRgGX+9K5JWoQ/i712RuRDgNPGtZO5aUkSvOmb5VaWlpZGVlAZCfn8+aNWto1qwZXbt2ZcmSJQBERkbSt29fAPr06UNkZCQAS5YsoVu3blrqSyql6IRMur29kflbE3j8zvp8GnGHirSIiI06k13AgI+3MWXpAcLrufPdU51UpCsZi41Mp6SkEBERQWlpKSaTiUGDBtG7d2+aN2/OkCFDePnllwkNDTXvrjh69GiGDx9OcHAwtWvXvmida5HKYumeJKZ8ewA/txosGteBDg306YyIiK3an5TFmMhozheWMHNAa/qHBVBV97RUOhYr061bt2bv3r2XPN+gQQN27tx5yfM1atS4ZKdFkcribG4BM1cdY8nuJDo2qMN/HgvDzdHB2rFEROQyCktKmbPpV2ZvjKOOU3WWPnUnTXycrR1LrETb74hY2YGkbMYs2MW588U8eU9D/tqzMdWqWmwGloiI3IL0vEKe+Hw3u0+eo1cLH97s1xKPWtWtHUusSGVaxEoMw+D7fad54dv91HGqTtQzd9LM18XasURE5Ar2J2Ux/os9ZJwvZPawMO1AK4DKtIhVpOcV8uxXe9kan0FYXTc+GR6Op7NGNkREbFFxqYk3fzjMgu0n8XKuzuInOmoHWjFTmRYpQ4ZhsPLgGd784TAZ54t44+GWDL0jEHtN6xARsUkHk7N5Jeoge05lMbJTPZ7r2RgXrbAkf6AyLVJGCopLeeOHwyzccYom3s58PLytRjZERGyUYRh8ufMUr0YdwrVmNWYNCaFviL+1Y4kNUpkWsTDDMPhhfwozVh0l6Vw+T97TkMn3NdHySSIiNmrvqXP888cjRJ88x92NPflwaCiuNTUaLZenMi1iQecLS5j4dQxrDqfS1MdZ28uKiNgwwzB4f20ss9bF4lGrOtMeacWg8EANfshVqUyLWMhPh84wdflhUrLzefnBZoy6s74uyCIiNupISg4vfXeAPaey6B8WwNS+LahVXTVJrk3/lYjcZvlFpXy4PpaPNsbTzNeF9waH0K5+bWvHEhGRyzCZDJbFJPPysoM4Otgzc0BrBrYNwM5Ogx9yfVSmRW4TwzCIijnNjFVHSckuYFB4AG883JLq9lWtHU1ERC5j98lzvL78EPuSsgmt68Ynj7XFy6WGtWNJOaMyLXIbXCgq4Y0fDvPVzkRaB7jy/uAQ2jeoY+1YIiJyGSaTwefbT/L6D4fxrFWdtwe24ZFQf6poKp7cBJVpkVtgMhl8uyeJt386RmpOIU93bchfezTRBVlExEbt+DWDf644wv6kbLo28eSDoaE4a91ouQUq0yI3KSYxixeXHuBwSg4hgW7MHhZGeD3NjRYRsUVncwp4edlBfjqciq9rDd4b3Ia+bTQaLbdOZVrkBpWaDBbtOsXU5YfxcHLgg6GhPNTaVzeriIjYqK1x6Ty3eB/Z+cVMvq8JozvXp0Y13c8it4fKtMgN2BKbxj9/PMLRM7l0aliH2cPCcHdysHYsERG5jLizeUxbcYR1R88SWLsm347vRHM/F2vHkgpGZVrkOhxPzeWtFUfYeCyNwNo1+fewUB5spdFoERFblJFXyPtrY/ly5ylqVqvK33o14fE7NRotlqEyLXIVuQXFTFt5lEU7T+FU3Z4XH2hKRKd6Wu5ORMQGmUwGn/1ygllrY7lQXMrQdoFMvLcxHrWqWzuaVGAq0yKXUVBcyoajZ3l/bSxxaXmM6FiPZ7s3oramdIiI2BzDMNj2awaf/ZzA2iOpdG3iyUsPNiPYy9na0aQSUJkW+ZP1R1N5+buDnM4uoI6TA5Gj2tG5kYe1Y4mIyGXEnc1l8pL97D2VhUPVKrz8YDNGd66vaXhSZlSmRf4nv6iU/2yM48MNcTTxdmZa/9Z0aliHalWrWDuaiIj8iclk8P2+0/wj6iAOVaswo38rerf2w6m6qo2ULf0XJ5WeyWTw3d5k/rX6GGdyCugX6s9b/VpR00HzokVEbNGuhEze/OEw+5KyaRPgykePtcXfraa1Y0klpTItlZZhGGyNz2DayiMcTM6hTYArHwwNpV19bbwiImKL4tPy+NeqY6w6dAYflxq8M7AN/bQNuFiZxcp0YmIiI0aMIDU1FTs7O8aNG8eECRPIzMxk8ODBJCQkUK9ePRYvXoy7uzuGYTBhwgRWrFiBo6Mj8+fPJywszFLxpBIrLCnl820nmbP5V87mFuLnWoP3B4fQp42fLsgiIjbGMAx+OpzKe2uOc/RMLo4OVXmuR2PG3tVAnyCKTbBYmba3t+edd94hLCyM3Nxc2rZtS48ePZg/fz7du3dnypQpTJ8+nenTpzNjxgxWrlxJbGwssbGx7Nixg/Hjx7Njxw5LxZNKyDAMVh48w/SVRzmVeYHOwR78rVdTerf21dqjIiI2aH9SFm/+eISdJzJp6OnEyw82o0+IH17ONawdTcTMYmXa19cXX19fAJydnWnWrBnJyclERUWxceNGACIiIujSpQszZswgKiqKESNGYGdnR4cOHcjKyiIlJcV8DpFbsffUOf754xGiT56jsXct5o+6gy5NvKwdS0RELuN0Vj7/Wn2M7/YmU8fJgTcebsmQOwJ1Q7jYpDKZM52QkMDevXtp3749qamp5oLs4+NDamoqAMnJyQQGBppfExAQQHJy8iVles6cOcyZMweAtLS0sogv5Vhi5gVmrj7G8n2n8ahVnWmPtGJg2wDsdUEWKRO6ZsuNyCss4T8b4/h0ywkMYHyXhozv0hCXGtWsHU3kiixepvPy8ujfvz/vv/8+Li4uFx2zs7O74XUgx40bx7hx4wAIDw+/bTml4jAMg4PJOUTFJLNg+0mq2MFfugXzxD0NqaUlk0TKlK7Zcj0SMy+w6uAZPtkcT3peEX1D/Jh8XxMC3B2tHU3kmizaLIqLi+nfvz+PPvoojzzyCADe3t7m6RspKSl4ef32Ubu/vz+JiYnm1yYlJeHv72/JeFIBHUnJ4a0VR9gSm46dHfQL8ef5+5rgpyWTRERsTlpuIe+uOc7Xu05hMuCOeu58GnEHIYFu1o4mct0sVqYNw2D06NE0a9aM5557zvx8nz59iIyMZMqUKURGRtK3b1/z8//+978ZMmQIO3bswNXVVfOl5boYhkF8Wh7/3XyCb3Yn4lyjGi8/2Ix+of7UqVXd2vFERORPzuYW8E10Eh9tiKOwxMSIjvUY2ake9TycrB1N5IZZrEz/8ssvfP7557Rq1YqQkBAA3nrrLaZMmcKgQYOYO3cuQUFBLF68GIAHHniAFStWEBwcjKOjI/PmzbNUNKlAtv+awVsrjrA/KZtqVe0YdWd9/tItGDdHB2tHExGRPzmZcZ4Zq46y4sAZAHo09+bv9zelgWctKycTuXkWK9OdO3fGMIzLHlu3bt0lz9nZ2TF79mxLxZEKJj4tjxkrj/LT4VR8XWvw2kPNua+lD76ums4hImJrsi4U8e/1cURuS8C+ShWe7tqQ3q39aObrcs3Xitg63Y0l5UZJqYk1h1P5cH0ch1NycHKoyvM9GzO6sxbuFxGxNYZhsC8pm/fWHOeXuHRKDYNBbQP5a8/GeLlonWipOFSmxeblFZbwyaZ45m9NILeghEZetfj7/U15JCwAT2fNiRYRsSWlJoNvdyfxwfpYks7lU9vJgbF3N+DhEH+a+DhbO57IbacyLTYrPi2P5ftO88X2U6TnFfJAKx8eau1Hj+beWidaRMTGZJ4v4vuYZL6OTuJISg4hgW483TWYB1v7ap1oqdBUpsXmpOcV8t6a4yzalYjJMGhfvzb/HdGW0Lru1o4mIiJ/UlBcSuTWBP69Po7cwhIaejrx4dBQerf2veG9JETKI5VpsQmGYRB98hwfrItlW3wGBvBY+7o83S0YL2fNrRMRsTWJmRd4b+1xfjqUSl5hCV2bePK3Xk11U6FUOirTYlX5RaV8szuROZt/JelcPl7O1RlzVwMGhgfQUEsliYjYlJJSE5uOpzFrXSz7k7KpUa0KD4f40yfEj04NPawdT8QqVKbFKhLSz/OfjfF8F5NMUYmJdvVr81SXYB4O9cPRQf9ZiojYkoy8Qr7aeYpPfz5B1oViguo48rdeTegX6q8lSaXSU2uRMlNQXMrW+HRmrY1l3/82WRkUHkjv1n50aFBbc+tERGyIyWRwIDmbjzfFs+rQGQwD7m3mzcOhfvRs7oODvW4EFwGVaSkDB5KymbUulp/j0igoNuHnWoNXev+2yYq/m0Y0RERsyZnsAj5YH8vqg2fIOF+Eo0NVxt/TkAda+dLS39Xa8URsjsq0WERxqYmle5L475YTxJ3No7aTA4PDA7mniSedGnpQo5o2WRERsRWGYbA1PoNZ62KJTsjEvkoV7m/lQ5cmnnRp7IW7k4O1I4rYLJVpuW0Mw2DVwTN8tzeZrfEZ5BWW0CbAlX/0bs7A8ACtMyoiYmP2JWbxxfaTbDqextncQvzdavJ012AGtg2kbh1Ha8cTKRdUpuWWRSdksuZIKuuPnCX2bB7+bjXpE+JHj2bedGniqbnQIiI25ET6eVYeTGHjsTR2nsjEpYY9dzX2pEtjTx5q46dPDkVukMq03JSU7Hw2H0/j+32n+SUug2pV7QgPqs3YuxrQv20AVauoQIuI2IqcgmK2xqXz0+FUomJOU2oyaO7rwnM9GvN45/rUqq46IHKz9H+PXLfiUhMxiVnM++UEKw6cAcDHpQYvP9iMoe3q4qSLsYiIzTAMg+OpeXy7J4n5WxMoKjHhXN2e4R2CGN+lId4u2hBL5HZQ+5GrMpkMlu8/zYoDKWyNyyC3sARHh6r8pVswvVv70di7lqZxiIjYkF0JmXwTncjm4+mcySnAzg76hfoz5I66hNZ1o1pVLWkncjupTMslikpM7D55js2xaaw5nErc2Tz8XGvQu40vdzfypFOwB641dTOhiIgtMAyDIym5bI5NY8PRs+w4kYlzDXvuauTB3Y08ubuxJ35ahlTEYlSmxeyXuHTmb01ga1w654tKsa9iR1iQO7OGhPBQaz+qaB60iIjNiE/L45NN8Ww89ttKHABNfZyZfF8THr+zPjUddCOhSFlQma7ECktKiU44x+bjaWw6nsbRM7l4u1Tn4VB/7m7sSaeGdXDWcnYiIjbBZDI4nJLDpuNpbD6eRvTJc1S3r0K3pl7c3diTuxt54uOqedAiZU1luhIxDIOEjAvm8rwtPoP84lLzShyvPdScIe3qalkkEREbkZ5XyM+x6Ww6nsaW2DTS84oAaO7rwpP3NGBkp/p4Ole3ckqRyk1luhIoKC7lm+hEPv35BCczLgAQVMeRgeEB3N3Ik44N62glDhERG2EyGWw6nsasdbHEJGYBUNvJwTwH+q7GHng5awRaxFaoQVVAhmEQn3bePAK940QGBcUm7qjnzujO9bm7kSf1PJysHVNERP7nbG4BW47/NgL9c1w6meeLCKrjyF97NOaeJp609HPVfSsiNkpluoLILSjml7gMNsemselYGslZ+QA08HBiyB11ubeZN3cG19EydiIiNuCPqyZtOpbG4ZQcADxqOdClsSf3NPHk/pa+ONhrGTsRW2exMv3444/zww8/4OXlxcGDBwHIzMxk8ODBJCQkUK9ePRYvXoy7uzuGYTBhwgRWrFiBo6Mj8+fPJywszFLRKoQ/3oiy6Vgae06do8Rk4ORQlU7BHozv0pD/a+/ug6I6zz6OfxdQfAEBeZOAAWEhUWAhiogxETFB8zQmPm0wwYkjJrE6ZjJtTR87zPQPzYwzaDpN0om2jZlMtG1q2jrT2FZNTZPgWxVICLaxtSCBRJASFgQB5f1+/iBs1UiCW3DZ5feZcUbOnl2ui3vOxcU5931OZkIo06dOcnWoIiICfNZ4mSNfNM8nK/9z16Q50UFsWnoHmQmhzIqYojPQIm5mxJrpNWvW8Mwzz7B69WrHtm3btnHfffeRn5/Ptm3b2LZtG9u3b+fQoUNUVFRQUVFBUVERGzZsoKioaKRCc1v2tk6OVTRwtNzO0fIGGtv7F6Ik3jaFdQtjGsQSGgAAD8pJREFUWZgQyuzbg3QmQ0RkFLjc1cOpTxo5+sX0jSp7OwBRQRP537siyUzoX7OiuyaJuLcRa6YXLlxIdXX1Ndv2799PYWEhAHl5eSxatIjt27ezf/9+Vq9ejcViISMjg+bmZurq6oiIiBip8NxCd28fH33WzJHyzzlabufvtS1A/0KUhfEhLEwI5d74UK3kFhEZBYwx/Ku+1bFepaTqIl29fUwY58X82GDy5kezMCGUGSGTNeVOxIPc0jnT9fX1jgZ52rRp1NfXA1BbW8v06dMd+0VFRVFbWzummmljDFX2dv59qYNq+2WOlH/ueHy3t5eFObcH8X9LEshMCCPxNl0GFBFxtc9bO6j8vN1x1fBIeQP1l/ofnnJHuD9rFsSwMD6UtJgg3XJUxIO5bAGixWJx6i/zXbt2sWvXLgAaGhqGO6xb6lJHN3891+i4Af/AokGAyMCJLEu5jcyEUO62BjNFlwFFxA15Us0eWDQ4ULMHFg0CBEwcxz3xIWR+ceu6iAA9vltkrLilzXR4eLhj+kZdXR1hYWEAREZGcv78ecd+NTU1REZG3vAz1q1bx7p16wBIS0sb+aCHSU9vH22dPZxvuuKYtvHhZxfp7TP4+fpwd1wwGxbFERs6mfApE4jVZUAR8QDuWrONMVy60kPT5S6OVzRwpNx+w0WDKVGBBEwcx8wIf3y8tV5FZCy6pc30ww8/zJ49e8jPz2fPnj0sX77csX3Hjh3k5uZSVFREQECAR0zxuNB8xTF37vg5O60dPY7XkiKnsH5hLJkJocyODmKcirCIiEu1XOnmxDm7o27XtXQ4Xps+VYsGReTGRqyZXrlyJYWFhdjtdqKionjuuefIz8/n0Ucf5bXXXiM6Oprf/va3AHzjG9/g4MGDWK1WJk2axOuvvz5SYY2Yts4e/nrOztGKBj76rJnWjh4+a+p/2mBEwAQeTI4gIdyfYL/x3B0XokWDIiIu1N3bR+kX93k+WdnIpY4equzt9PYZ/Cf4cI81hCcXBOE3wYeM2GBigifpaqGI3NCINdN79+694fZ33333S9ssFgs7d+4cqVCGXU9vH6drWjhS3sCxigb+3dKBva2T7l7DpPHezIkOIiZ4MqvnR5OZEIo1zE9FWETERQaeCjsw17m8vpWWK91c7urF28tC6vRA4kIn8z9J08hMCCV1eqCmbIjIkOkJiEPwaWN/ES4738ylKz0UV/WfxfCyQMr0QO6xhhDi78u98SGkRU/VfZ5FRFyosa2T4+fsnPqkiUsd3ZR91vyfp8KGTmZ+XP+i7ozYqdxtDdECbxH5r6iZvkprRzftnb18+OlFjlU0UH+pgyp7O9WN/dM1wvx98Z/gw9LEaWTeEco91hACJ413cdQiImNTR3cvbZ09nK1r5WhFA+c+b6OhtZOPL7RgDEyZ4EPQ5PEk3jaFp7PiWBivp8KKyPAbs810R3cvRVVN/Ovfl2hs7+J4hZ0zF/5zmyP/CT5EB08iLtSPJxbMIDMhlJiQyS6MWERk7OrtM/y9toUPP71IW0cPRVWNlFQ30d1rABjv7YU1zI8pE33YeH8CmQmhJEUG4K178ovICBtzzfRTu0v4tOky55su09nTB4CPl4XZ0UE8m51A0KRxzIyYojlzIiKjwAvvlHPo73U0tHXSfLnbsf3Oaf48sWAGUUETiQqaSEZsMJPGj7lfaSIyCoy5ynN78CR8x3lxb3wImQmh3HV7EBPHeWues4jIKBTm70t8uB933R7IAmuIY76znigoIqPFmGumNz+U6OoQRERkiFZlRLMqI9rVYYiIDEqnY0VEREREnKRmWkRERETESWqmRUREREScpGZaRERERMRJaqZFRERERJykZlpERERExElqpkVEREREnKRmWkRERETESRZjjHF1EM4KCQkhJibmpt7T0NBAaGjoyAQ0Cnhyfp6cGyg/d3ez+VVXV2O320cwotFHNfvLlJ/78uTcQPndyGB1262baWekpaXxwQcfuDqMEePJ+XlybqD83J2n5+cqnv5zVX7uy5NzA+V3MzTNQ0RERETESWqmRURERESc5L1ly5Ytrg7iVpszZ46rQxhRnpyfJ+cGys/deXp+ruLpP1fl5748OTdQfkM15uZMi4iIiIgMF03zEBERERFxkkc10+fPnycrK4tZs2aRmJjIT37yEwC2bNlCZGQkqamppKamcvDgQcd7CgoKsFqt3HHHHfz5z392VehD0tHRQXp6OikpKSQmJrJ582YAqqqqmDdvHlarlccee4yuri4AOjs7eeyxx7BarcybN4/q6moXRv/1BstvzZo1zJgxwzF+ZWVlABhj+M53voPVasVms1FaWurK8Iekt7eXu+66i2XLlgGeM3YDrs/Pk8YuJiaG5ORkUlNTSUtLA6CpqYns7Gzi4+PJzs7m4sWLgHvm5wqq2e593Ktmu+/YDVDNHqaabTzIhQsXzIcffmiMMebSpUsmPj7enDlzxmzevNn86Ec/+tL+Z86cMTabzXR0dJhPPvnExMbGmp6enlsd9pD19fWZ1tZWY4wxXV1dJj093Zw8edKsWLHC7N271xhjzPr1681Pf/pTY4wxO3fuNOvXrzfGGLN3717z6KOPuibwIRosv7y8PPO73/3uS/sfOHDAPPDAA6avr8+cPHnSpKen3+qQb9qPf/xjs3LlSvPggw8aY4zHjN2A6/PzpLGLjo42DQ0N12zbtGmTKSgoMMYYU1BQYH7wgx8YY9wzP1dQzXbv4141233HboBq9vDUbI86Mx0REcHs2bMB8Pf3Z+bMmdTW1g66//79+8nNzcXX15cZM2ZgtVopLi6+VeHeNIvFgp+fHwDd3d10d3djsVh47733yMnJASAvL4+33noL6M8vLy8PgJycHN59913MKJ4iP1h+g9m/fz+rV6/GYrGQkZFBc3MzdXV1tyrcm1ZTU8OBAwdYu3Yt0P+XsKeMHXw5v6/ibmM3mKvH6frx84T8Rppqtnsf96rZ7jt2oJo9nDXbo5rpq1VXV/PRRx8xb948AHbs2IHNZuPJJ590nNavra1l+vTpjvdERUV9ZSEfDXp7e0lNTSUsLIzs7Gzi4uIIDAzEx8cHuDaHq/Pz8fEhICCAxsZGl8U+FNfnNzB+P/zhD7HZbGzcuJHOzk7A/cbve9/7Hs8//zxeXv2HXWNjo0eN3fX5DfCEsYP+xmHJkiXMmTOHXbt2AVBfX09ERAQA06ZNo76+HnDP/FxNNds9j3vVbPcdO9Xs4avZHtlMt7W18cgjj/DSSy8xZcoUNmzYQGVlJWVlZURERPD973/f1SE6zdvbm7KyMmpqaiguLubs2bOuDmlYXZ/fxx9/TEFBAWfPnqWkpISmpia2b9/u6jBv2p/+9CfCwsI89jZDg+XnCWM34Pjx45SWlnLo0CF27tzJ0aNHr3ndYrF85Vk5GZxqtvtSzXZPqtnDW7M9rpnu7u7mkUce4fHHH+db3/oWAOHh4Xh7e+Pl5cW3v/1tx2XByMhIzp8/73hvTU0NkZGRLon7ZgUGBpKVlcXJkydpbm6mp6cHuDaHq/Pr6emhpaWF4OBgl8V8Mwbye/vtt4mIiMBiseDr68sTTzzhluN34sQJ/vCHPxATE0Nubi7vvfce3/3udz1m7G6U36pVqzxi7AYMxBcWFsY3v/lNiouLCQ8Pd1wKrKurIywszLGvu+XnKqrZ7nvcX001273GTjV7eGu2RzXTxhieeuopZs6cybPPPuvYfvW8l9///vckJSUB8PDDD/Pmm2/S2dlJVVUVFRUVpKen3/K4h6qhoYHm5mYArly5wjvvvMPMmTPJyspi3759AOzZs4fly5cD/fnt2bMHgH379rF48eJRfebsRvndeeedjvEzxvDWW29dM36/+MUvMMZw6tQpAgICHJdvRpuCggJqamqorq7mzTffZPHixbzxxhseM3Y3yu9Xv/qVR4wdQHt7O62trY7/Hz58mKSkpGvG6frxc6f8XEU1272Pe9Vs9x071exhrtnOrJAcrY4dO2YAk5ycbFJSUkxKSoo5cOCAWbVqlUlKSjLJycnmoYceMhcuXHC8Z+vWrSY2NtYkJCSYgwcPujD6r3f69GmTmppqkpOTTWJionnuueeMMcZUVlaauXPnmri4OJOTk2M6OjqMMcZcuXLF5OTkmLi4ODN37lxTWVnpyvC/1mD5ZWVlmaSkJJOYmGgef/xxx+rxvr4+8/TTT5vY2FiTlJRkSkpKXBn+kL3//vuOldOeMnZXuzo/Txm7yspKY7PZjM1mM7NmzTJbt241xhhjt9vN4sWLjdVqNffdd59pbGw0xrhffq6imu3ex71qtvuO3dVUs//7/PQERBERERERJ3nUNA8RERERkVtJzbSIiIiIiJPUTIuIiIiIOEnNtIiIiIiIk9RMi4iIiIg4Sc20uCU/Pz+g/xHEv/71r0fke+zevZtnnnlmRD4bYNGiRXzwwQcj9vkiIqOFarZ4MjXT4tZGsjCLiMjwUs0WT6RmWtxafn4+x44dIzU1lRdffJHe3l42bdrE3LlzsdlsvPLKKwAUFhaSmZnJ8uXLiY2NJT8/nzfeeIP09HSSk5OprKwc8vc8fPgw8+fPZ/bs2axYsYK2tjbefvttVqxY4dinsLCQZcuWDbq/iMhYpJotnkjNtLi1bdu2ce+991JWVsbGjRt57bXXCAgIoKSkhJKSEl599VWqqqoAOH36ND//+c/55z//yS9/+UvKy8spLi5m7dq1vPzyy0P6fna7na1bt/KXv/yF0tJS0tLSeOGFF7j//vspKiqivb0dgN/85jfk5uYOur+IyFikmi2eyMfVAYgMp8OHD/O3v/2Nffv2AdDS0kJFRQXjx49n7ty5REREABAXF8eSJUsASE5O5v333x/S5586dYp//OMfLFiwAICuri7mz5+Pj48PDzzwAH/84x/JycnhwIEDPP/88xw5cuSG+4uIiGq2eAY10+JRjDG8/PLLLF269JrthYWF+Pr6Or728vJyfO3l5UVPT8+QPz87O5u9e/d+6bXc3Fx27NjB1KlTSUtLw9/f/yv3FxEZ61SzxRNomoe4NX9/f1pbWx1fL126lJ/97Gd0d3cDUF5e7riMNxwyMjI4ceIE586dA6C9vZ3y8nIAMjMzKS0t5dVXXyU3N/dr9xcRGWtUs8UTqZkWt2az2fD29iYlJYUXX3yRtWvXMmvWLGbPnk1SUhLr168f8hmMG9m9ezdRUVGOf52dnezevZuVK1dis9mYP38+Z8+eBcDb25tly5Zx6NAhx0KW0NDQQfcXERlrVLPFE1mMMcbVQYiIiIiIuCOdmRYRERERcZKaaRERERERJ6mZFhERERFxkpppEREREREnqZkWEREREXGSmmkRERERESepmRYRERERcZKaaRERERERJ/0/HsPsBVFYHEQAAAAASUVORK5CYII=\n",
"text/plain": [
"<Figure size 864x288 with 2 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"_, axs, eff = plot_ilvl(268596)\n",
"axs[0].set_title('Avoidance')\n",
"axs[1].set_title('Armor')\n",
"gh_eff = eff"
]
},
{
"cell_type": "code",
"execution_count": 93,
"metadata": {},
"outputs": [],
"source": [
"def gemhide(melee_size=DEFAULT_MELEE_SIZE, melee_freq=DEFAULT_MELEE_FREQ):\n",
" eff = plot_ilvl(268596, plot=False)\n",
" armor = eff[:,1].squeeze()\n",
" return {\n",
" 'dps': 0, \n",
" 'ehrps': melee_size * 1 / melee_freq * armor_reduction(armor) * (1-DEFAULT_ILVL_DODGE)\n",
" }\n",
"VALUES[268596] = gemhide"
]
},
{
"cell_type": "code",
"execution_count": 94,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"{'name': 'Gemhide',\n",
" 'effect_list': [716160, 716161, 720325],\n",
" 'scaling_type': -1,\n",
" 'effects': {'716160': {'type': 189, 'avg': 0.389313},\n",
" '716161': {'type': 285, 'avg': 0.389313},\n",
" '720325': {'type': 0, 'avg': 0}}}"
]
},
"execution_count": 94,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"SCALING[str(268596)]"
]
},
{
"cell_type": "code",
"execution_count": 95,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"array([[160, 160],\n",
" [211, 211],\n",
" [280, 280]])"
]
},
"execution_count": 95,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"gh_eff[[340-251, 370-251, 400-251]]"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Crystalline Carapace"
]
},
{
"cell_type": "code",
"execution_count": 96,
"metadata": {},
"outputs": [
{
"data": {
"image/png": "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\n",
"text/plain": [
"<Figure size 864x288 with 2 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"_, axs, eff = plot_ilvl(271536)\n",
"axs[0].set_title('Damage')\n",
"axs[1].set_title('Armor')\n",
"cc_eff = eff"
]
},
{
"cell_type": "code",
"execution_count": 97,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"<matplotlib.legend.Legend at 0x7f421de84978>"
]
},
"execution_count": 97,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": "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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"plt.plot(np.arange(AZ_BASE_ILVL, 500), gh_eff[:,1], label='Gemhide')\n",
"plt.plot(np.arange(AZ_BASE_ILVL, 500), cc_eff[:,1], label='CC')\n",
"plt.ylabel('Armor')\n",
"plt.xlabel('Item Level')\n",
"plt.title('Armor: Crystalline Carapace vs Gemhide')\n",
"plt.legend(loc='upper left')"
]
},
{
"cell_type": "code",
"execution_count": 98,
"metadata": {},
"outputs": [],
"source": [
"def cc(melee_size=DEFAULT_MELEE_SIZE, melee_freq=DEFAULT_MELEE_FREQ):\n",
" eff = plot_ilvl(271536, plot=False)\n",
" armor = eff[:,1].squeeze()\n",
" return {\n",
" 'dps': 0, \n",
" 'ehrps': melee_size * 1 / melee_freq * armor_reduction(armor) * (1-DEFAULT_ILVL_DODGE)\n",
" }\n",
"VALUES[271536] = cc"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Blood Siphon\n",
"Increases your Mastery by 28 and your Leech by 14.\n",
"\n",
"I'm assuming the other `Increase Secondary by X and Tertiary by Y` effects scale the same for now."
]
},
{
"cell_type": "code",
"execution_count": 99,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"Text(0.5, 1.0, 'Mastery')"
]
},
"execution_count": 99,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": "iVBORw0KGgoAAAANSUhEUgAAAtMAAAEjCAYAAADwjo21AAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAALEgAACxIB0t1+/AAAADh0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uMy4xLjEsIGh0dHA6Ly9tYXRwbG90bGliLm9yZy8QZhcZAAAgAElEQVR4nOzdeVyVdd7/8ddhEURWlc0DAYoLLohKamWuaaWmpeZSKqVJNa02i8407d2pbdPmnVKmaIuZleaeaYvmSoqmaKICIiAiCAKyHq7fH87Nbxw11DwcOLyfj0ePONd23hfNXOfD93wXk2EYBiIiIiIicsUcbB1ARERERKS+UjEtIiIiInKVVEyLiIiIiFwlFdMiIiIiIldJxbSIiIiIyFVSMS0iIiIicpVUTIuIXEP33Xcf//znP6/5dZ9//nnGjx9/VefefvvtxMfHX9axffv25cMPP7yq9xERaYhUTIuIXIHQ0FAaN26Mu7s7Pj4+DBkyhPT0dFvH4pVXXiEsLAx3d3eCgoIYM2ZM9b41a9YQExNjw3QiIvZLxbSIyBVasWIFRUVFZGVl4e/vz2OPPWbTPPHx8SxatIjvvvuOoqIiEhISGDBggE0ziYg0FCqmRUSukqurK6NGjSIpKemSx3zwwQeEh4fTtGlThg0bRmZmZvW+LVu2cP311+Pl5cX111/Pli1bqvelpKTQp08fPDw8GDhwIKdOnbrke+zcuZNbb72VVq1aARAQEEBsbGz1/v/surFgwQJuuukmHn30Uby8vGjXrh0bNmw473ppaWncdNNNeHh4MGjQoPPe+5tvvqFDhw54e3vTt29fDhw4UL0vNDSU119/ncjISLy8vBgzZgylpaU1/RpFROo1FdMiIlfp7NmzfP755/Ts2fOi+zdu3Mjf//53lixZQlZWFiEhIYwdOxaAvLw8hgwZwuOPP05ubi5PPfUUQ4YMITc3F4B77rmHbt26cerUKZ555pnf7fPcs2dPFi5cyGuvvUZCQgIWi+V3c2/fvp1WrVpx6tQpXnjhBUaMGEFeXl71/k8//ZT58+dz8uRJysvLef311wE4dOgQ48aN46233iInJ4fBgwdzxx13UF5eXn3ukiVLWLt2LSkpKezdu5cFCxZc1u9SRKS+UjEtInKF7rzzTry9vfHy8mL9+vX89a9/vehxn3zyCZMmTaJr1664uLgwY8YMtm7dSmpqKqtWraJ169ZMmDABJycnxo0bR7t27VixYgXHjh1j586dvPTSS7i4uNC7d2/uuOOOS+YZP3487777LuvWraNPnz74+fkxa9asSx7v5+fHk08+ibOzM2PGjKFt27asWrWqev/9999PmzZtaNy4MaNHjyYxMRGAzz//nCFDhjBw4ECcnZ35y1/+QklJyXkt6o8//jgtWrSgadOm3HHHHdXniojYKxXTIiJXaNmyZeTn51NaWsp7771Hnz59OHHixAXHZWZmEhISUv3a3d2dZs2akZGRccE+gJCQkOp9Pj4+NGnS5Lx9v+fee+/lu+++Iz8/nzlz5vDMM8+wbt26ix5rNpsxmUznXfs/u58EBARU/+zm5kZRUdFF78fBwYHg4GAyMjJqPFdExF6pmBYRuUqOjo6MGDECR0dHNm/efMH+Fi1akJaWVv26uLiY3NxczGbzBfsAjh07htlsJjAwkNOnT1NcXHzevsvh7OzM3XffTWRkJPv27bvoMRkZGRiGcd61W7RoUeO1/zuzYRikp6djNpsvK5uIiD1SMS0icpUMw2D58uWcPn2aiIiIC/aPGzeO+fPnk5iYSFlZGf/4xz/o0aMHoaGhDB48mEOHDvHpp59SWVnJ559/TlJSEkOHDiUkJITo6Giee+45ysvL2bx5MytWrLhkjgULFrBq1SoKCwupqqpizZo17N+/nx49elz0+JMnT/LOO+9QUVHBF198wYEDBxg8eHCN9zt69GhWrVrFhg0bqKio4I033sDFxYUbb7zx8n9pIiJ2xsnWAURE6ps77rgDR0dHTCYTISEhxMfH06FDhwuOu+WWW3jppZcYOXIkp0+f5sYbb2Tx4sUANGvWjJUrV/LEE0/w8MMPEx4ezsqVK2nevDlwbhBgTEwMTZs25YYbbmDixInk5+dfNI+npyevvPIK48ePx2KxEBISwvvvv0+vXr0uenyPHj1ITk6mefPm+Pv7s3TpUpo1a1bjfbdt25aPP/6Yxx57jIyMDKKiolixYgWNGjW63F+diIjdMRn/+V2fiIjYtQULFvDhhx9etFuKiIhcOXXzEBERERG5SiqmRURERESukrp5iIiISINiMplITk4mPDzc1lHEDqhlWuq10NBQGjVqdMFSy126dMFkMpGamnrV1/7PJZhFRMS6QkND+e6772wdQ+SKqZiWei8sLIzPPvus+vWvv/7K2bNnbZjonJqWdBYREZH6T8W01HsTJkxg4cKF1a/j4+OZOHFi9etVq1bRpUsXPD09CQ4O5vnnn6/eV1payvjx42nWrBne3t5cf/31ZGdn8/TTT7Np0yYeffRR3N3defTRRwE4ePAgAwcOpGnTprRt25YlS5ZUX+u+++7j4YcfZvDgwTRp0oQ333wTf3//84rqr776is6dO1vxtyEiYl9WrlxJVFQU3t7e3Hjjjezdu7d6X2ZmJiNHjsTX15ewsDDeeeed6n0Wi4VXXnmFVq1a4eHhQbdu3UhPT6/e/91339G6dWu8vb155JFHUK9XuWqGSD0WEhJirF+/3mjTpo2RlJRkVFZWGmaz2UhNTTUAIyUlxfj++++NvXv3GhaLxdizZ4/h5+dnfP3114ZhGMacOXOMoUOHGsXFxUZlZaWRkJBgFBQUGIZhGH369DE++OCD6vcqKioygoKCjI8++sioqKgwdu3aZTRr1szYv3+/YRiGERMTY3h6ehqbN282LBaLUVJSYkRERBirV6+uvsadd95pvP7667X4GxIRqR/+73n+n3bt2mX4+voa27ZtMyorK40FCxYYISEhRmlpqWGxWIyuXbsaL7zwglFWVmYcOXLECAsLM9auXWsYhmG8+uqrRseOHY2DBw8aVVVVRmJionHq1CnDMAwDMIYMGWKcPn3aSEtLM5o3b26sWbOm1u9Z7INapsUu/F/r9Pr164mIiDhveeO+ffvSqVMnHBwciIyMZNy4cfz444/AuaWXc3NzOXz4MI6OjnTr1g1PT8+LvsfKlSsJDQ3l/vvvx8nJiS5dujBy5Ei++OKL6mOGDx/OTTfdhIODA66ursTExPDxxx8DkJeXx7p167jnnnus+JsQEbEfcXFxPPjgg/To0QNHR0diYmJwcXFh27Zt7Ny5k5ycHJ599lkaNWpEy5YtmTJlSvXCSB9++CEvv/wybdu2xWQy0blz5/MWJ5o+fTre3t5cd9119OvXj8TERFvdptRzWgFR7MKECRPo3bs3KSkp53XxANi+fTvTp09n3759lJeXU1ZWxt133119Xnp6OmPHjiU/P5/x48fzP//zPzg7O1/wHmlpaWzfvh1vb+/qbZWVlUyYMKH6dXBw8HnnjB8/noiICIqLi1myZAk333wzgYGB1/LWRUTsVlpaGvHx8bz77rvV28rLy8nMzMTR0ZHMzMzznskWi4Wbb74ZgPT0dFq1anXJawcEBFT/7ObmRlFRkRXuQBoCtUyLXQgJCSEsLIzVq1czYsSI8/bdc889DBs2jPT0dAoKCnjooYeq+8Y5Ozvz3HPPkZSUxJYtW1i5cmV1/2uTyXTedYKDg+nTpw/5+fnV/xQVFfH+++9XH/Pf55jNZm644Qa++uorFi1adF7hLSIivy84OJinn376vOfu2bNnGTduHMHBwYSFhZ23r7CwkNWrV1efe+TIERvfgTQEKqbFbsybN4+NGzfSpEmT87YXFhbStGlTXF1d2bFjB59++mn1vu+//55ff/0Vi8WCp6cnzs7OODic+7+Fv78/R48erT526NChHDp0iEWLFlFRUUFFRQU7d+7kwIEDv5tr4sSJvPrqq/z6668XFPoiIvL/VVRUUFpaWv3PlClTmDNnDtu3b8cwDIqLi1m1ahWFhYV0794dDw8PZs2aRUlJCRaLhX379rFz504AHnjgAZ555hmSk5MxDIO9e/eSm5tr4zsUe6RiWuxGq1atiI6OvmD7//7v//Lss8/i4eHBiy++yOjRo6v3nThxglGjRuHp6UlERAR9+vSpbj1+4oknWLp0KT4+Pjz++ON4eHjw7bffsnjxYlq0aEFAQADTpk2jrKzsd3PdddddpKWlcdddd+Hm5nZtb1pExI4MHjyYxo0bV/+zbNkyPvjgAx599FF8fHwIDw9nwYIFADg6OrJy5UoSExMJCwujefPmPPDAAxQUFADw1FNPMXr0aAYNGoSnpyeTJ0+mpKTEhncn9korIIrUglatWjF37lxuueUWW0cRERGRa0gt0yJW9uWXX2Iymejfv7+to4iIiMg1ptk8RKyob9++JCUlsWjRouq+2CIiImI/1M1DREREROQqqalMREREROQq1etuHs2bNyc0NNTWMURErkpqaiqnTp2ydYxao2e2iNRnl3pm1+tiOjQ0lISEBFvHEBG5KhebytGe6ZktIvXZpZ7Z6uYhIiIiInKVVEyLiIiIiFwlFdMiIiIiIldJxbSIiIiIyFVSMS0iIiIicpVUTIuIiIiIXCWrF9MWi4UuXbowdOhQAFJSUujRowfh4eGMGTOG8vJyAMrKyhgzZgzh4eH06NGD1NRUa0cTEREREflDrF5Mv/3220RERFS/njZtGlOnTuXw4cP4+Pgwb948AObNm4ePjw+HDx9m6tSpTJs2zdrRRET+sNfWHWRfRoGtY4iIiI1YtZg+fvw4q1at4oEHHgDAMAw2btzIqFGjAIiJiWHZsmUALF++nJiYGABGjRrFhg0bMAzDmvFERP6QTck5zP7+CNuO5to6ioiI2IhVi+knn3ySV199FQeHc2+Tm5uLt7c3Tk7nFl4MCgoiIyMDgIyMDIKDgwFwcnLCy8uL3Fx9QIlI3VRVZTBr7UHM3o2ZcEOIreOIiIiNWK2YXrlyJX5+fnTr1u2aXjcuLo7o6Giio6PJycm5ptcWEblcK/Zmsi/jDH8e1AYXJ0dbx6mz9MwWEXtntWL6559/5ptvviE0NJSxY8eyceNGnnjiCfLz86msrATOdQMxm80AmM1m0tPTAaisrKSgoIBmzZpdcN3Y2FgSEhJISEjA19fXWvFFRC6pvLKK17/9jYhAT+6MMts6Tp2mZ7aI2DurFdMzZszg+PHjpKamsnjxYvr3788nn3xCv379WLp0KQDx8fEMHz4cgGHDhhEfHw/A0qVL6d+/PyaTyVrxRESu2lvfHSI9r4Tpt7fDwUHPKRGRhqzW55meNWsWb775JuHh4eTm5jJ58mQAJk+eTG5uLuHh4bz55pvMnDmztqOJiNQoITWP9388wpjoYPq0UUuriEhD51Qbb9K3b1/69u0LQMuWLdmxY8cFx7i6uvLFF1/URhwRkatiGAYvrTpAgKcrz97R3tZxRESkDtAKiCIil2nNvhPsSc9n6sA2NHGplbYIERGp41RMi4hchgpLFa+t+402/u6M7Bpk6zgiIlJHqJgWEbkMn+04RsqpYqbd1g5HDToUEZF/UzEtIlKDIzlFzFh9kF7hzenfzs/WcUREpA5RMS0i8jvKKi08sXg3Ls4OvH53Z03ZKSIi59EIGhGR3/Hmt4fYl3GGuAndCPBytXUcERGpY9QyLSJyCUdzivhwcwpjooMZ1CHA1nFERKQOUjEtInIJr3/7Gy5ODvzl1ra2jiIiInWUimkRkYvYfew0q389wZSbW+Lr4WLrOCIiUkepmBYR+S+GYTBzzUGauzdiSu+Wto4jIiJ1mIppEZH/8umOY2xPyeOJW9rgrpUORUTkd6iYFhH5D8nZhby0MombWzfn3u7X2TqOiIjUcSqmRUT+rbTCwmOf7aZJIyfeGN0ZB610KCIiNdD3lyIi//bRzykcPFHIvJho/Dw0p7SIiNRMLdMiIsDp4nLe/+EIA9r5MSDC39ZxRESknlAxLSICvLQyieKySv52WztbRxERkXpExbSINHjLdmfw1e4MHh/QmrYBHraOIyIi9YjViunS0lK6d+9O586d6dChA8899xwA9913H2FhYURFRREVFUViYiJwbl7Xxx9/nPDwcCIjI9m1a5e1oomIVDuWe5Z/LttHdIgPj/YLt3UcERGpZ6w2ANHFxYWNGzfi7u5ORUUFvXr14vbbbwfgtddeY9SoUecdv2bNGpKTk0lOTmb79u08/PDDbN++3VrxREQAeHrZr5hM8NbYKJwc9WWdiIhcGat9cphMJtzd3QGoqKigoqICk+nS00wtX76ciRMnYjKZ6NmzJ/n5+WRlZVkrnogIm5Jz2JR8iidvaUOQj5ut44iISD1k1WYYi8VCVFQUfn5+DBw4kB49egDw9NNPExkZydSpUykrKwMgIyOD4ODg6nODgoLIyMiwZjwRacBKKyy8uCKJIJ/GjO+pxVlEROTqWLWYdnR0JDExkePHj7Njxw727dvHjBkzOHjwIDt37iQvL49Zs2Zd0TXj4uKIjo4mOjqanJwcKyUXEXv3P6sOkHyyiFfu6oSLk6Ot49gtPbNFxN7VSgdBb29v+vXrx9q1awkMDMRkMuHi4sL999/Pjh07ADCbzaSnp1efc/z4ccxm8wXXio2NJSEhgYSEBHx9fWsjvojYmW/3n2DRtjRie7ekdxs9R6xJz2wRsXdWK6ZzcnLIz88HoKSkhPXr19OuXbvqftCGYbBs2TI6duwIwLBhw1i4cCGGYbBt2za8vLwIDAy0VjwRaaBOFJTyty/30tHsyV8GtbV1HBERqeesNptHVlYWMTExWCwWqqqqGD16NEOHDqV///7k5ORgGAZRUVHMmTMHgMGDB7N69WrCw8Nxc3Nj/vz51oomIg1UVZXBU0sSKauo4p2xXWjkpNk7RETkj7FaMR0ZGcnu3bsv2L5x48aLHm8ymZg9e7a14oiIsGJvJluO5DJjRCda+rrbOo6IiNgBNcuISINQVmnh9W9/IyLQkzHRwTWfICIichlUTItIg/Dm+kOk55Xw99vb4eBw6TnvRUREroSKaRGxe5uTTzH3x6OM636dZu8QEZFrSsW0iNi13KIynlqSSCvfJjw7tL2t44iIiJ2x2gBEERFbMwyDaV/uJf9sBQvu707jRlqcRUREri21TIuI3Vq0LY3vDpxk+u3taN/C09ZxRETEDqmYFhG79NuJQl5edYC+bX25/6ZQW8cRERE7pWJaROxOaYWFxz7bhaerM6/f3RmTSbN3iIiIdajPtIjYnVdWH+BQdhHxk7rT3N3F1nFERMSOqWVaROzK+qRsFm5N44FeYfTRNHgiImJlKqZFxG5knynlb0v30KGFJ3+9ra2t44iISAOgYlpE7EJVlcFTSxIprajinXFdcHHSNHgiImJ96jMtInYhbtNRfj6cy6yRnWjl627rOCIi0kCoZVpE6r096fm8vu43BncKYHR0sK3jiIhIA6JiWkTqtYKSCp5YvBs/Dxdm3BWpafBERKRWqZuHiNRbuUVljJ+3g4z8Ej55oCdebs62jiQiIg2MWqZFpF46N+BwD0dyivgw5nq6hzW1dSQREWmArFZMl5aW0r17dzp37kyHDh147rnnAEhJSaFHjx6Eh4czZswYysvLASgrK2PMmDGEh4fTo0cPUlNTrRVNROzA/C2p/Hgoh2eGRGg+aRERsRmrFdMuLi5s3LiRPXv2kJiYyNq1a9m2bRvTpk1j6tSpHD58GB8fH+bNmwfAvHnz8PHx4fDhw0ydOpVp06ZZK5qI1HP7MwuYteYgt0T4M75niK3jiIhIA2a1YtpkMuHufm56qoqKCioqKjCZTGzcuJFRo0YBEBMTw7JlywBYvnw5MTExAIwaNYoNGzZgGIa14olIPVVSbuHxz3bj08SZV0dpwKGIiNiWVftMWywWoqKi8PPzY+DAgbRq1Qpvb2+cnM6NewwKCiIjIwOAjIwMgoPPTWnl5OSEl5cXubm5F1wzLi6O6OhooqOjycnJsWZ8EamDXlyZxNFTxbw5OoqmTRrZOo7UQM9sEbF3Vi2mHR0dSUxM5Pjx4+zYsYODBw/+4WvGxsaSkJBAQkICvr7qJynSkKzdl8VnO47xYO9W3BTe3NZx5DLomS0i9q5WZvPw9vamX79+bN26lfz8fCorKwE4fvw4ZrMZALPZTHp6OgCVlZUUFBTQrFmz2ognIvXAj4dymPr5HiKDvHhqYBtbxxEREQGsWEzn5OSQn58PQElJCevXryciIoJ+/fqxdOlSAOLj4xk+fDgAw4YNIz4+HoClS5fSv39/9YUUEQAOZRcSuzCB0OZN+DAmmkZOmtVTRETqBqst2pKVlUVMTAwWi4WqqipGjx7N0KFDad++PWPHjuWf//wnXbp0YfLkyQBMnjyZCRMmEB4eTtOmTVm8eLG1oolIPVJaYeGxT3fj4erEwknd8fVwsXUkERGRalYrpiMjI9m9e/cF21u2bMmOHTsu2O7q6soXX3xhrTgiUk/NWH2A37ILWXD/9SqkRUSkztF3pSJSZ204kE381jQm9wqjb1s/W8cRERG5gIppEamTjp8+y1+X7qV9oCd/u62treOIiIhclIppEalzUk8Vc/ecrVRYqnhnXBdcnBxtHUlEROSiVEyLSJ1SVmnhkU93UVJh4fPYGwj3c7d1JBERkUuy2gBEEZGr8dra39ifeYa4Cd1o38LT1nFERER+l1qmRaTO+P63k3y4OYUJPUMY1CHA1nFERERqpGJaROqEH347yUOLfqFdgAdPD4mwdRwREZHLomJaRGwuLbeYRz7ZRbifO5880ANXZw04FBGR+kHFtIjY1Onicv70yS4cHUzETYymmbsWZhERkfpDAxBFxGaKyyoZG7eNlNxi5k7ohtm7sa0jiYiIXBEV0yJiMy+s2M+hk4XE39+d3m18bR1HRETkiqmYFpFaZxgGM9ccZEnCcR7tF65CWkRE6i31mRaRWrdgSypzfzrKhJ4hPDWwja3jiIiIXDW1TItIrfol7TQzVh9kQDs/XhzeAZPJZOtIIiIiV00t0yJSazYl5zD+w+0Eervy6qhIFdIiIlLvqZgWkVrxXVI2kxbsJLR5E5Y+dKOmwBMREbtQYzF96NAhBgwYQMeOHQHYu3cvL7/8stWDiYj9OH76LFOXJNIuwJPFsT3x9VAhLSIi9qHGYnrKlCnMmDEDZ2dnACIjI1m8eHGNF05PT6dfv360b9+eDh068PbbbwPw/PPPYzabiYqKIioqitWrV1efM2PGDMLDw2nbti3r1q272nsSkTrkZGEpD8QnYBgw+56ueDV2tnUkERGRa6bGAYhnz56le/fu55/kVPO4RScnJ9544w26du1KYWEh3bp1Y+DAgQBMnTqVv/zlL+cdn5SUxOLFi9m/fz+ZmZnccsstHDp0CEdHLSssUl+VlFsY/+F2jp8uIW5CNNc1c7N1JBERkWuqxpbp5s2bc+TIkeqBQkuXLiUwMLDGCwcGBtK1a1cAPDw8iIiIICMj45LHL1++nLFjx+Li4kJYWBjh4eHs2LHjcu9DROoYwzB4ceV+DmUX8f74bvRq3dzWkURERK65Govp2bNn8+CDD3Lw4EHMZjNvvfUW77///hW9SWpqKrt376ZHjx4AvPfee0RGRjJp0iROnz4NQEZGBsHBwdXnBAUFXbT4jouLIzo6mujoaHJycq4oh4jUDkuVwTPL9/HZjnQe6tOKPlqUpcHSM1tE7F2NxXTLli357rvvyMnJ4eDBg2zevJnQ0NDLfoOioiJGjhzJW2+9haenJw8//DBHjhwhMTGRwMBA/vznP19R4NjYWBISEkhISMDXVx/QInVNeWUVTyzezcfbjvFgn5ZMu62trSOJDemZLSL2rsZi2tHRkenTp+Pm5oaHhwdAdfeNmlRUVDBy5EjuvfdeRowYAYC/vz+Ojo44ODgwZcqU6q4cZrOZ9PT06nOPHz+O2Wy+4hsSEdsprbAwZWECK/dmMf32dvz99gjNJS0iInatxmK6Q4cOVFVVMWjQIPLy8oBzfSFrYhgGkydPJiIigqeeeqp6e1ZWVvXPX3/9dfWUe8OGDWPx4sWUlZWRkpJCcnLyBQMfRaRue3lVEj8eymHmiE481KeVreOIiIhYXY3Tcjg5OfHqq6/y+eefc/PNN7Nw4cLLamn6+eefWbRoEZ06dSIqKgqAV155hc8++4zExERMJhOhoaHMnTsXOFe0jx49mvbt2+Pk5MTs2bM1k4dIPbJkZzofbztGbO+WjO1+na3jiIiI1Ioai+n/a4UeM2YMHTp04J577uHYsWM1XrhXr14XbcEePHjwJc95+umnefrpp2u8tojULR9uOsrLqw5wc+vm/GWQ+kiLiEjDUWMx/eGHH1b/3LFjRzZt2sTy5cutGkpE6gfDMHj929+Y/f0RhnQK5M0xnWnkVGPvMREREbtxyWJ648aN9O/fn7S0NNLS0s7b5+7ubvVgIlL3vbL6AB9sSmFc9+t4+c6OODposKGIiDQslyymf/zxR/r378+KFSsu2Gcymapn5xCRhml9UjYfbEphQs8QXhzeQbN2iIhIg3TJYvqFF14AYP78+bUWRkTqhy2HT/Hk4t10NHvyzND2KqRFRKTBumTnxhUrVpzXvePFF1+kc+fODBs2jJSUlFoJJyJ1z9p9J7hv/k6CfNyYF3O9+kiLiEiDdslPwaeffrp6taqVK1fy8ccf89FHHzFs2DAeeuihWgsoInXHkp3p/OmTX+ho9uTzB3vi7+lq60giIiI2dcli2mQy4ebmBsBXX33F5MmT6datGw888AA5OTm1FlBE6oa4n47wty/30qu1Lx8/0ANvt0a2jiQiImJzlyymDcOgqKiIqqoqNmzYwIABA6r3lZaW1ko4EbE9wzCYtfYgr6w+yNDIQD6cGI1boxpn1RQREWkQLvmJ+OSTTxIVFYWnpycRERFER0cDsHv3bgIDA2stoIjYjqXK4J/LfuWzHenc0+M6Xhqu6e9ERET+0yWL6UmTJnHrrbdy8uRJOnfuXL09ICBAM3yINABllRamfp7I6l9P8MRgM2QAACAASURBVGi/cP48qI1m7RAREfkvv/tdrdlsxmw2n7dNrdIi9q+4rJKHPv6FTcmn+OeQCB64uaWtI4mIiNRJ6vgoIuc5XVzO/Qt28mtGAa+NiuTu6GBbRxIREamzVEyLSLUTBaVMmLedtLyzvH9vVwZ1CLB1JBERkTqtxtUWJkyYcFnbRKR+SzlVzMj3t5BVUEr8/d1VSIuIiFyGGlum9+/ff95ri8XCL7/8YrVAIlL79mcWEPPRDqoM+GxKTzoFedk6koiISL1wyZbpGTNm4OHhwd69e/H09MTT0xMPDw/8/PwYPnx4bWYUESvakZLH2LnbaOTowBcP3aBCWkRE5Apcspj++9//TmFhIX/96185c+YMZ86cobCwkNzcXGbMmFGbGUXESjYcyGbCvO34ebqw9OEbaeXrbutIIiIi9UqNfaa7d+9OQUFB9ev8/HyWLVtW44XT09Pp168f7du3p0OHDrz99tsA5OXlMXDgQFq3bs3AgQM5ffo0cG6Vtccff5zw8HAiIyPZtWvX1d6TiFyGZbsziF30C20DPFjy4A208G5s60giIiL1To3F9AsvvICX1///2tfb25sXXnihxgs7OTnxxhtvkJSUxLZt25g9ezZJSUnMnDmTAQMGkJyczIABA5g5cyYAa9asITk5meTkZOLi4nj44Yf/wG2JyO9Z8HMKT36eSPfQpnw6pSfN3F1sHUlERMTq0vPO8uvxgpoPvAI1FtNVVVUXbKusrKzxwoGBgXTt2hUADw8PIiIiyMjIYPny5cTExAAQExNT3cq9fPlyJk6ciMlkomfPnuTn55OVlXVFNyMiv88wDP61/hDPr0hiUHt/5t9/Pe4umiFTRETsW2mFhWlL99Lnte95fsX+mk+4AjV+ikZHR/PUU0/xyCOPADB79my6det2RW+SmprK7t276dGjB9nZ2dWrKAYEBJCdnQ1ARkYGwcH/f3GIoKAgMjIyLlhxMS4ujri4OABycnKuKIdIQ5aed5Z/rT/EV7szuLtbEDNGdMLJsca/p0X+ED2zRcTWisoqiV2YwJYjuUy6KYwH+1zbVX1r/CR99913adSoEWPGjGHs2LG4uroye/bsy36DoqIiRo4cyVtvvYWnp+d5+0wmEyaT6YoCx8bGkpCQQEJCAr6+vld0rkhDtSk5h1vf+okVezN5tF84r46KVCEttULPbBGxpbzicu79YBvbU/J4c3Rnnr2jPf6ertf0PWpsmW7SpAkzZ86kuLiYJk2aXNHFKyoqGDlyJPfeey8jRowAwN/fn6ysLAIDA8nKysLPzw8As9lMenp69bnHjx/HbDZf0fuJyIVW/5rFE4t308rXnXn3XY9ZAw1FRKQByCooYcK8HRzLO8vc8d24pb2/Vd6nxqapLVu20L59eyIiIgDYs2cPf/rTn2q8sGEYTJ48mYiICJ566qnq7cOGDSM+Ph6A+Pj46jmrhw0bxsKFCzEMg23btuHl5XVBFw8RuTKf7TjGI5/uonOQN5/H3qBCWkREGoSjOUWMen8r2QWlLJzU3WqFNFxGy/TUqVNZt24dw4YNA6Bz58789NNPNV74559/ZtGiRXTq1ImoqCgAXnnlFaZPn87o0aOZN28eISEhLFmyBIDBgwezevVqwsPDcXNzY/78+X/kvkQavPd/OMKstQfp29aX9+/tRuNGjraOJCIiYlVVVQYbD55k2pd7AfgsticdzdZdjOyyhvH/58BAAEfHmj+Ue/XqhWEYF923YcOGC7aZTKYr6ostIhd3IOsML65IYuvRXIZ1bsHrd3emkZP6R4uIiH0rKbfwyKe72HjwJKHN3PjovutpWQuLkdVYTAcHB7NlyxZMJhMVFRW8/fbb1V0+RKRu2X40lwfiE3BxduSfQyKYdFMYDg5XNshXRESkvikoqWDygp38cuw0zwxtz8QbQnCupYH2NRbTc+bM4YknniAjIwOz2cygQYPUgixSx1iqDJYnZvD3r34lyKcxiyb30IqGIiLSIHyRkM5b3yVzsrCU98Z1ZUhk7Y65u2QxPW3aNGbNmsX333/PJ598UpuZROQK5BSWMWnBTn7NKKBzsDfz77uepk0a2TqWiIiIVRmGwcw1B5n701E6B3vz5ujO9GjZrNZzXLL9e/Xq1RiGwYwZM2ozj4hcgfS8s9w9ZwuHTxbxrzGd+erhG1VIi4iI3au0VDHty73M/ekoMTeE8PXDN9qkkIbfaZm+7bbb8PHxoaioCE9PTwzDwGQyVf/7zJkztZlTRP7LbycKmfjRdkorqvj4gR50C/GxdSQRERGrKzhbwd++3MO6/dk8MaA1T97S+ooXAbyWLtky/fLLL5Ofn8+QIUM4c+YMhYWF5/1bRGyjrNLC3B+PcPecLRgGLHnwBhXSIiLSIHy9+zg3ztzAuv3ZPHdHe6YObGPTQhp+p2X6hhtuYNeuXRcsAS4itlNUVknswgS2HMmlV3hzZozoRHBTN1vHEhERsbqPNqfw4sokeoQ15flhHYgIrBs16iWL6fLycj799FO2bNnCV199dcH+/1seXERqR05hGQ/E72Rf5hneuLszI7sF2TqSiIiI1aXnneWdDcl88ctxbusQwNvjonBxqjsLkV2ymJ4zZw6ffPIJ+fn5rFix4rx9JpNJxbRILTEMg//94QjvbkymyoC547tZdVlUERGRuuKXtDwmLUigpMLClJvDmHZbO5xqaf7oy3XJYrpXr1706tWL6OhoJk+eXJuZROTf0nKLeXP9IZYnZnJ7xwD+PKgt4X7WX81JRETElorKKpn25V5W7c0ipJkb30y6iZBmTWwd66IuWdq/+uqrAEyePJkvvvjivH3/+Mc/rJtKRNiUnMPtb29izb4TPN4/nP+9t6sKaRERsXvbjuYyNm4ra/ed4LH+4Sx/pO4W0vA7xfTixYurf/7vuabXrl1rvUQiDdzp4nJiFyYwYd4Ormvqxo9/7ctTg9rafLSyiIiINRmGwZvrDzE2bhsnCkqJm9CNPw9qi7db3V4/4ZLdPAzDuOjPF3stIn+cYRhsPZrLs8v3cyzvLE8MaM0DN4fh4eps62giIiJWlZiezz+++pWkrDPc3S2Il+7siKtz3Rlk+HsuWUz/ZyvYf7eIqYVM5NqqqjJ4YcV+4rem0dzdhfj7u3NDK9us5CQiIlJbKixVfL07g+eW76dpk0a8OiqSu7sF1ata85LF9J49e6pXPiwpKameb9owDEpLS2stoIi923okl5dWJpGUdYZJN4Xxt9va1pu/xkVERK7W6eJy7luwkz3p+XQO8uKDmGj8PFxtHeuKXbKYtlgstZlDpMEpr6zii1/Sef6b/bTwbsy/xnTmzihzvfprXERE5EoZhsHCrWm89/1hCkoqeGdcF+6IDKy3n39Wm6hv0qRJ+Pn50bFjx+ptzz//PGazmaioKKKioli9enX1vhkzZhAeHk7btm1Zt26dtWKJ1AknCkq5493NPP31Prpc58M3j/Tiri7162stERGRK5V/tpynl+3juW/2E+7rzpIHb2BY5xb1+vPvki3Tf9R9993Ho48+ysSJE8/bPnXqVP7yl7+cty0pKYnFixezf/9+MjMzueWWWzh06BCOjvqqW+xLVZXBRz+nMOfHI5RWVDFnfDdu7eBfrx8iIiIil2NTcg5/+ngXhWWVPNi7JdNvb2cXn39WK6Z79+5NamrqZR27fPlyxo4di4uLC2FhYYSHh7Njxw5uuOEGa8UTqXX5Z8t57pv9LE/MpFd4c/4xOIL2LTxtHUtERMSqjuWe5YNNR1m88xitfN15a2wU7QLs5/PPasX0pbz33nssXLiQ6Oho3njjDXx8fMjIyKBnz57VxwQFBZGRkVHb0USsIv9sOW9vSObznemcLbfw11vb8qe+rezir3EREZFLMQyDdzce5q3vDuHoYGJElyD+MTgCLzf7mvK1Vhc3f/jhhzly5AiJiYkEBgby5z//+YqvERcXR3R0NNHR0eTk5Fghpci1k3qqmLvnbGXR1jRu6xjAuid780i/cBXS0mDomS3SMB08cYYpC3/hzfWHuKNzCzZP68+sUZF2V0hDLbdM+/v7V/88ZcoUhg4dCoDZbCY9Pb163/HjxzGbzRe9RmxsLLGxsQBER0dbMa3I1auqMpi59iAfbjqKWyMnFk3uoXmjpUHSM1ukYTEMg40HT/LYZ7txcjA1iG9ja7WYzsrKIjAwEICvv/66eqaPYcOGcc899/DUU0+RmZlJcnIy3bt3r81oItfMrmOnefu7ZH48lMO47sE8eUsb/D3r37yZIiIiV2LjwWze23iYXcfyaRfgwcJJ3fFrAJ9/Viumx40bxw8//MCpU6cICgrihRde4IcffiAxMRGTyURoaChz584FoEOHDowePZr27dvj5OTE7NmzNZOH1Duni8t5fPFuNiWfwquxM88Obc/9N4Xa9V/jIiIiliqDdzYk8/aGZIJ8GvPi8A7c3S2Yxo0aRi1nMgzDsHWIqxUdHU1CQoKtY0gDV1VlsP5ANrPWHuT46RL+Oqgt9/S4jiYutT6+V+qZhvYMa2j3K2LvSissLP3lOB9sOkpa7llGdQtixohOODvW6pC8WnOpZ5g+7UWuUoWliq92HWfuT0c5mlNMcNPGxN/fXX2jRUTE7q3Yk8nz3+wnt7iczkFeTL+3K7d1DGiQ38aqmBa5CsVllTz08S9sSj5FhxaevDuuC7d3DMDJTv8aFxERAcgtKuPDzSm8/8MRulznzex7u9IjrGmDLKL/j4ppkSuQf7acRVvTWLAlldNny5k5ohNjrg9u0A8RERGxf5Yqg9fW/caCLSmUVlRxVxczM0Z0wtW5YfSL/j0qpkUug6XK4F/rD/HRzymcLbfQr60vj/YPp1tIU1tHExERsaqjOUW8svog3x3I5q4uZh7p14pwPw9bx6ozVEyL1OBY7lleXpXEt0nZDOvcgj/1a2VXy6CKiIhcTGJ6PnN+OMK6pBM4OzrwzND2TO4VZutYdY6KaZFL2JdRwJwfj7D61ywcHUz8c0gED9zc0taxRERErOrgiTM8/81+th3Nw9PViT/1bUXMjaH4edj/nNFXQ8W0yH85lF3IiyuS2Hz4FB4uTkzp3ZJJN4Vp4RUREbFrVVUG3yad4G9L99LIyYF/DolgbPfrcNdUr79Lvx2RfzMMg/VJ2fzliz04Ozow/fZ23NPjOjxdnW0dTURExGrKKi0s353J3J+OcCSnmHA/dxbcfz1BPm62jlYvqJiWBq/CUsWKPZnM/fEov2UX0sq3CfGTuushIiIidq2wtIJPtx/jo59TyD5TRkSgJ2+PjWJIp0BN9XoFVExLg1VcVsninenM23SUzIJS2vi788bdnRkW1cJuV28SEREpKbfwzsZkPt6aRmFZJTe2asZrozpzc+vmmur1KqiYlgbnVFEZ8VtSWbg1jYKSCrqHNeXluzrSr62fHiIiImLXMvNLeOyz3ew6dprBHQN5sE9LIoO8bR2rXlMxLQ3KZzuO8fw3+ym3VDGovT8P9mlF1+t8bB1LRETEqg5lFzL3x6MsT8zAwWRi9j1dGdwp0Nax7IKKabF7VVUGr677jVW/ZpKeV8LNrZvz/LAOtPJ1t3U0ERERqzEMg52pp5n74xE2HDxJY2dHxvcM4YGbwzQu6BpSMS127Ze007y9IZmfDuXQp40vd3UJ4rH+4eoTLSIidquqymD9gWzm/HiE3cfyadqkEU8NbMOEniH4NGlk63h2R8W02J2qKoPvfzvJnB+PsDP1NF6NnXnujvbcd2Oo+kSLiIjdKqu08PWuDOI2HeVoTjHBTRvz0vAOjOoWTONGjraOZ7dUTIvdKK+s4ps9mcT9dIRD2UWYvRvz7ND2jLk+mCaacF5EROzUmdIKPtl2boq7nMIyOrTw5N1xXbi9Y4CmuKsFqjCk3isqq+Sz7ceYtzmFE2dKaRfgwb/GdGZopKa4ExER+3WioJT5P6fwyfZjFJVVcnPr5vxrdBQ3hTfTN7G1yGrF9KRJk1i5ciV+fn7s27cPgLy8PMaMGUNqaiqhoaEsWbIEHx8fDMPgiSeeYPXq1bi5ubFgwQK6du1qrWhiJ3IKy5j/cwqLtqVRWFpJz5ZNmTmyE33a+OohIiIiduvwyULifjrK17szsFQZDIlswYO9W9LR7GXraA2S1Yrp++67j0cffZSJEydWb5s5cyYDBgxg+vTpzJw5k5kzZzJr1izWrFlDcnIyycnJbN++nYcffpjt27dbK5rUcymnion76Shf7jpOhaWK2zoE8GCfVkQFa55MERGxX7+k5THnx6OsT8rG1dmBcd2vY8rNLQluqpk5bMlqxXTv3r1JTU09b9vy5cv54YcfAIiJiaFv377MmjWL5cuXM3HiREwmEz179iQ/P5+srCwCAzX/oZyTkV/CexsPk5lfwk/JOTg7OjCyaxCxvVsS1ryJreOJiIhYRVWVwcaDJ5n707lB9d5uzjw+oDUxN4TQzN3F1vGEWu4znZ2dXV0gBwQEkJ2dDUBGRgbBwcHVxwUFBZGRkaFiuoGrtFSxdv8Jfj58ih9+y+H02XJaeDfm4T6tuO+mUPw8XG0dUURExCrKK6tYnphB3E9HST55blD983e0Z/T1wbg10pC3usRm/zVMJtNV9WuNi4sjLi4OgJycnGsdS+qA0goLXySk88GmFI7lncWrsTOBXq58GBNNhxbqDyZSn+iZLXL5yiotFJZW8vWujOpB9RGBnrw9NorBnQI1qL6OqtVi2t/fv7r7RlZWFn5+fgCYzWbS09Orjzt+/Dhms/mi14iNjSU2NhaA6Oho64eWWpN/tpxFW9NYsCWV3OJyOgd784/B7RjYPgBHBw0oFKmP9MwWqdmx3LN8uPkoSxLSKa2oAuCGls2YNSqS3q2ba1B9HVerxfSwYcOIj49n+vTpxMfHM3z48Ort7733HmPHjmX79u14eXmpi0cDkpFfwrxNKSzeeYyz5Rb6tfXloT6t6B7WVA8QERGxW/syCpj701FW7c3E0cHE8Cgz7QI86B7WlMggDaqvL6xWTI8bN44ffviBU6dOERQUxAsvvMD06dMZPXo08+bNIyQkhCVLlgAwePBgVq9eTXh4OG5ubsyfP99asaSO+CUtj/d/OMr3v53EUmXg5GBiWOcWxPZpSbsAT1vHExERsQrDMPj5cC5zfzrCpuRTuLs4MeXmlkzqFYa/p8YC1UdWK6Y/++yzi27fsGHDBdtMJhOzZ8+2VhSpI6qqDDYcPMncH4+QkHZuRPKEniH4ebowPMqM2buxrSOKiIhcc6UVFtbtP0Fmfimrfs1kX8YZ/DxcmH57O+7pcR2ers62jih/gIaDitWVV1ax7N8jkg//e0Tyc3ecW+ZbI5JFRMReFZRU8Mn2NOb/nEpOYRkALX2bMGtkJ+7sYsbFydHGCeVaUCUjVpFbVEb81jSW7c7gdHE5hWWVtAvw4K0xUQyJ1IhkERGxTymnitmZmsehE4Us3pl+3jLfnYO9cHdx0nggO6NiWq6p/x6R3LetL+bWzRnY3l/LfIuIiN1KTM9n7o9HWLv/BIYBDiYYGtmCWC3zbfdUTMsfYhgGO1Ly+HBzCimnijmaU4Sjg4m7upiJ7d2KcD93W0cUERG55v5vYbFFW9PIPlNKau5ZPF2d+FPfVozsGkTTJo3wdmtk65hSC1RMyxUrr6zimz2ZLElIJ6ewjJRTxTRr0ojuYU0Z1N6fmBtDNSJZRETszpnSCnYfyyclp4iPfk7lWN5Zwpo3oX0LT8b3DGFs9+twd1Fp1dDov7hcltPF5Rw4cYb9GWeqV2Vq7edOK193JvUK4+5uQbg6ayCFiIjYnxMFpcz/OYVPth+jqKwSgKhgb/4xOIKB7f21sFgDp2Jafld63lk+2HT+qkw9WzZl5shO6gMtIiJ2a096Pgu2pJKZX8KuY6exVBkMjWzBmOuD8fNwIdzPXZ+BAqiYlv9iGAY7U0/z6fY0ThaWsT0lDwcT3NXFzB2dWxDg6Uprfw9bxxQREbmmLFUGa/edYMWeTLLOlLInPR8PVyfa+ntwb48QJvcKI7ipm61jSh2kYlqq+0B/f/Akx/LO8mtGAT5uzgQ3dWNyrzAm3RRGgJf6QIuIiH05U1rBZ9uPkZieT1LWGdJyz9LCyxV/L1eeHhzBuB7qAy010/9CGqi84nI+2ZbG4ZwidqTkkVVQSgsvV3w9XHjpzo6M6hpE40bqAy0iIvYl9VQxH29LI+tMKT/+lkNRWSUtmzehhVdj/n57Owa2D1AfaLkiKqYbiNPF5WTkl/D17gxyCsv4NukEpRVVBDdtTCtfd14Z0Ym+6gMtIiJ2xjAMth7JZfW+LLLyS9n420mcHRwI9HalXzs/HtQ80PIHqZi2U1VVBkXllSSk5jHnh6PsSM0DoJGTA03dGjE0sgUP9m6p/s8iImJXKixVFJdV8m1SNvszCtidns/e4wW4uzjh7ebMQ31acf9Nofh5qPuiXBsqpu1IwdkKvvglncz8UtYfOEF6XgkALbxc+fPANvh7ujKwvT8+TTSJvIiI2I9KSxV5xeUs2pbGwq1pFJRUAODh4kSgtyuv3NWJEV3NmsJVrELFdD13JKeI1XuzOHGmlGW7Mygut9DY2ZEOLTyZ0DMEs7cbgzr44+zoYOuoIiIi10xCah4/JZ8i5VQxa37NorLKwGSCW9sHEB3qQ0SgJze2aqbui2J1KqbrEUuVwXcHsknOLmTb0Tx+PnIKwzi3r5GjA7d3CuDB3q1o38LTtkFFRESusQpLFSv3ZhL3UwoHss5Ub/dwdeKeHtdh9m7MLe39aeXrbsOU0hCpmK7jisoqWb03i5OFpXy5K4OUU8UA+Hm4MOXmlvi6u3BXVzPN3V1snFREROTaOVFQyrr9JzhxppSvdh0nr7icCotBG393Hu0XjtmnMXdGmTXzlNiciuk65rcThexIzePQiULW7MviTGkl5ZXnVh7sZPZi9j1dGRDhRyNHBxw0dY+IiNgBwzDYdjSP5JOFbDuay5YjuRSWVmKpOvf1a9+2vrQN8KBHWFP6tfVT1w2pU2xSTIeGhuLh4YGjoyNOTk4kJCSQl5fHmDFjSE1NJTQ0lCVLluDj42OLeLWm0lLF97/lkH2mlJV7MzmSU0xOYRkAzo4mbusYSICnC4M7BdLa34MmjRz1ABERkXqvqKySDQeyySks48tdGWSfKSWvuBwAT1cnbu8YiJ+nCyO6BhHg6arWZ6nTbNYy/f3339O8efPq1zNnzmTAgAFMnz6dmTNnMnPmTGbNmmWreFZx8kwp21LySD1VzDd7MsktKuP02XMjjs3ejRnQzo+QZk0YFtUC78bONNGqSyIiYgcOnyxkf+YZdh/L5/vfTnKqsIzicgsAHVp4cmsHfzoHedM/wg+vxs64OKl4lvqjzlRry5cv54cffgAgJiaGvn371uti2jAMEtPzycwvZe3+Exz89zKl5ZZzXTZubNWMLsHeDGzvTwezF/4eLjhpxg0REannKi1VbDuax8nCUr7enUFGfglHc86N93F2NNGvrR+9wptzZxczwT5u+Hu66FtXqddsUkybTCYGDRqEyWTiwQcfJDY2luzsbAIDAwEICAggOzv7oufGxcURFxcHQE5OTq1l/j35Z8tJTM/n8MkiVv2a9e8J4y3VgwU9XJy4MbwZN7f25a4uZnw9XAjw0mTxImL/6uIzW66tnMIy9mUWkJR5hm+TsjlRUEL2mXNdFlt4uRJ1nTd3RZm5tWMAvu4uWutA7I5NiunNmzdjNps5efIkAwcOpF27duftN5lMl/wrNTY2ltjYWACio6OtnvVikrMLySooZc2+LH47UciBrEJKKs59XRUZ5IW/hysmTxOTe4XR9Tofrmvmhru6bIhIA1QXntlybVRVGezNKODkmXMtzicLy6gyDPZnnKn+1rVbiA/dQny4I7IFYb5NaOXrrnUOxO7ZpMIzm80A+Pn5cdddd7Fjxw78/f3JysoiMDCQrKws/Pz8bBHtPMVllfyWXchvJwpZs+8ElZYqzpRWsC/j3PyWrs4OdL3Oh+FRLRgW1QI/D1fC/TS/pYiI1G+niso4lncWgD3p+Ww8eJLjp0uqv3Ft1qQREYHn1jQY1z2YIZEt8Pd0IaRZE5tlFrGVWi+mi4uLqaqqwsPDg+LiYr799lueffZZhg0bRnx8PNOnTyc+Pp7hw4fXaq603GJOFpbx9e4MThSUYhgGv6Sd5kxpJQAtfZvQrEkjmjRy4unBEXQK8qKNvwdN9XWViIjUU1VVBodziqiwVFFQUsFX/55ZY/vRvOrWZoB2AR4E+TTmkX7h/L/27j4oyvLdA/h3X2QNQRQEJPAHLmDysgshLzqNo2Co/fLlmKiYTvZix7HpVNbYeE5/aDPOUDZljdqb4wxWppVz0gw18gVTjwaGYJGEEpyfCCKgICKw7O51/ljYQCVxD7Dsw/cz44w83Lt7XdzzXFw8e9/7/MPbHcYgL96am6hdvzfT1dXVmDdvHgDAbDbjySefxMyZM5GQkICFCxdi27ZtCA4Oxtdff90nr19Z34xbJjPyyq/j+IUaiABXbrTg7L/qAQAPDNHYry5PHueLOTEPwn/4UMQEeXGDBBERuazrTSbU3GxFdtEVFFXa3mH9o7rRvjkQsO3xCRk1DOmJY9o/zxnw9dQh6kEvZ4VNNOD1ezOt1+tRWFh4x3EfHx8cPny4z1//P//7VxwrsW2CCRr5ANzdNNBpNfivf47H2FEeiA8eyc0RRETkktosVlxpaAEAlNU24ftzlTCZrWgyWZDzx1W0WWw3QdH7DoNWrcKoYTr8+2Q9Rg5zg0alQpLeG55DhzgzBSKXM+h2xa2cGor5E4LwoNdQTAgeyavNRETkcupv2W6t3dhiW5pR074Z8MTFWlS1N9MA4PXAEIxwHwK1SoUnE/+BCSHeiBjtiXB/TydGT6Qsg66Znqj3cXYIRERE92QyW9FitsBqFRw6RQqcWgAADOVJREFUfxW/VtiWI164ehP/U1pnH6dRq+DroQNgu+L8HynhGKJRwXOoFlMf8uPaZqI+NuiaaSIiooFARLps8iuuasTBoiuwWAUNt9qw71wlbrXfJRCwrWfWaFQYPnQIXnk0HD4eOqhVwJRxvgga6e6MFIgIbKaJiIj6RVVDM/acrcQtkxkmsxX7CitR2WlJBgBo1SoM0aihUaswI2o0oh60ffzc+NHD8UiYD5cmEg1AbKaJiIh6wS2TGfsKK9vXLwNH/7hq/6SoztTt/XBCiDeWTAy2Hx/p7obZMQHcAEjkYthMExER3UObxYrsompUNTTbj539Vz2O/nEVVrF9QobZIjBbxf79YB93rJwaar8DoE6rxpyYBzHGm0syiJSEzTQREQ1aZosVh4uv4uqNrsstfq9qRHbRFXtzbDJb0dxm6TLGU6fFvz0cCE+d7VepWq3CtPF+iBkzAoBtyQaXZRApH5tpIiJSHItVcKzkKmobTV2O/3q5AYfOV8PS3iQ3t1nQ2H6n287ctGo8Fj0aI93/uu/A5PBRSBjrjY72eOgQjf2qMxENXmymiYjIJZjMVvxUUoMm01/Nrwhw4mItcsuuQfDXEoumVguuNZnueA43jRqpkf4Y/oDt159KpcLUcb6ICx7ZZZy7mwbubvwVSUT3xkpBREQD1o6f/xeZJ8sBANeaTKi7S4M8dIga08b7Q6f96ypxx5ILY/uSiw6eQ7UYzg1+RNSL2EwTEdGA5e3uhnB/DwCATqvB7JgAhPgM6zJmlKeODTIROQ2baSIiGrAeMwTgMUOAs8MgIuoWd04QERERETmIzTQRERERkYPYTBMREREROYjNNBERERGRg9hMExERERE5iM00EREREZGD2EwTERERETmIzTQRERERkYNUIiLODsJRo0aNQkhIyH09pqamBr6+vn0T0ACg5PyUnBvA/FydI/mVl5ejtra2jyIaeFiz78T8XJuS81NybkDv1myXbqYdER8fjzNnzjg7jD6j5PyUnBvA/Fyd0vNzFqX/XJmfa1NyfkrODejd/LjMg4iIiIjIQWymiYiIiIgcpFm3bt06ZwfR3yZMmODsEPqUkvNTcm4A83N1Ss/PWZT+c2V+rk3J+Sk5N6D38ht0a6aJiIiIiHoLl3kQERERETlIUc30pUuXkJycjMjISERFReGDDz4AAKxbtw6BgYGIjY1FbGws9u/fb39MRkYGwsLC8NBDD+GHH35wVug90tLSgsTERMTExCAqKgpr164FAJSVlSEpKQlhYWFYtGgRTCYTAKC1tRWLFi1CWFgYkpKSUF5e7sTo7627/J5++mmMHTvWPn8FBQUAABHBSy+9hLCwMBiNRuTn5zsz/B6xWCx4+OGHMWvWLADKmbsOt+enpLkLCQmBwWBAbGws4uPjAQDXrl1DamoqwsPDkZqaiuvXrwNwzfycgTXbtc/7wVCzAWXXbdbsXqrZoiCVlZXyyy+/iIjIjRs3JDw8XIqKimTt2rXyzjvv3DG+qKhIjEajtLS0yJ9//il6vV7MZnN/h91jVqtVGhsbRUTEZDJJYmKinDp1ShYsWCA7d+4UEZEVK1bIhx9+KCIiW7ZskRUrVoiIyM6dO2XhwoXOCbyHustv2bJl8s0339wxPisrS2bOnClWq1VOnToliYmJ/R3yfXv33Xdl8eLF8vjjj4uIKGbuOtyen5LmLjg4WGpqarocW716tWRkZIiISEZGhrz++usi4pr5OQNrtmuf94OhZosou26zZvdOzVbUlemAgADExcUBADw9PREREYHLly93O37v3r1IT0+HTqfD2LFjERYWhtzc3P4K976pVCp4eHgAANra2tDW1gaVSoUjR44gLS0NALBs2TLs2bMHgC2/ZcuWAQDS0tJw+PBhyABeIt9dft3Zu3cvnnrqKahUKkycOBH19fWoqqrqr3DvW0VFBbKysrB8+XIAtr+ElTJ3wJ35/R1Xm7vudJ6n2+dPCfn1NdZs1z7vlV6zAWXXbdbs3qvZimqmOysvL8fZs2eRlJQEANi8eTOMRiOeffZZ+2X9y5cvY8yYMfbHBAUF/W0hHwgsFgtiY2Ph5+eH1NRUhIaGYsSIEdBqtQC65tA5P61WCy8vL9TV1Tkt9p64Pb+O+XvjjTdgNBqxatUqtLa2AnC9+XvllVewYcMGqNW2066urk5Rc3d7fh2UMHeArXGYPn06JkyYgE8//RQAUF1djYCAAADA6NGjUV1dDcA183M21mzXPO+VXLMBZddt1uzeq9mKbKZv3ryJ+fPn4/3338fw4cOxcuVKlJaWoqCgAAEBAXjttdecHaLDNBoNCgoKUFFRgdzcXBQXFzs7pF51e36//fYbMjIyUFxcjLy8PFy7dg1vv/22s8O8b99//z38/PwU+zFD3eWnhLnrcOLECeTn5+PAgQPYsmULfvrppy7fV6lUf3tVjrrHmu26lFqzAWXXbdbs3q3Zimum29raMH/+fCxZsgRPPPEEAMDf3x8ajQZqtRrPP/+8/W3BwMBAXLp0yf7YiooKBAYGOiXu+zVixAgkJyfj1KlTqK+vh9lsBtA1h875mc1mNDQ0wMfHx2kx34+O/A4ePIiAgACoVCrodDo888wzLjl/J0+exHfffYeQkBCkp6fjyJEjePnllxUzd3fLb+nSpYqYuw4d8fn5+WHevHnIzc2Fv7+//a3Aqqoq+Pn52ce6Wn7Owprtuud9Z0qr2YCy6zZrdu/WbEU10yKC5557DhEREXj11Vftxzuve/n2228RHR0NAJgzZw527dqF1tZWlJWV4cKFC0hMTOz3uHuqpqYG9fX1AIDm5mb8+OOPiIiIQHJyMnbv3g0A2L59O+bOnQvAlt/27dsBALt370ZKSsqAvnJ2t/zGjx9vnz8RwZ49e7rM32effQYRwenTp+Hl5WV/+2agycjIQEVFBcrLy7Fr1y6kpKRgx44dipm7u+X3xRdfKGLuAKCpqQmNjY32/2dnZyM6OrrLPN0+f66Un7OwZrv2ea/kmg0ou26zZvdyzXZkh+RAdfz4cQEgBoNBYmJiJCYmRrKysmTp0qUSHR0tBoNBZs+eLZWVlfbHrF+/XvR6vYwbN07279/vxOjvrbCwUGJjY8VgMEhUVJS8+eabIiJSWloqCQkJEhoaKmlpadLS0iIiIs3NzZKWliahoaGSkJAgpaWlzgz/nrrLLzk5WaKjoyUqKkqWLFli3z1utVrlhRdeEL1eL9HR0ZKXl+fM8Hvs6NGj9p3TSpm7zjrnp5S5Ky0tFaPRKEajUSIjI2X9+vUiIlJbWyspKSkSFhYm06ZNk7q6OhFxvfychTXbtc/7wVKzRZRdt1mz///58Q6IREREREQOUtQyDyIiIiKi/sRmmoiIiIjIQWymiYiIiIgcxGaaiIiIiMhBbKaJiIiIiBzEZppckoeHBwDbLYi//PLLPnmNzMxMvPjii33y3AAwdepUnDlzps+en4hoIGHdJqViM00urS+LMhER9T7WbVIaNtPk0tasWYPjx48jNjYWGzduhMViwerVq5GQkACj0YhPPvkEAJCTk4MpU6Zg7ty50Ov1WLNmDXbs2IHExEQYDAaUlpb2+DWzs7MxadIkxMXFYcGCBbh58yYOHjyIBQsW2Mfk5ORg1qxZ3Y4nIhqsWLdJadhMk0t76623MHnyZBQUFGDVqlXYtm0bvLy8kJeXh7y8PGzduhVlZWUAgMLCQnz88cc4f/48Pv/8c5SUlCA3NxfLly/Hpk2bevR6tbW1WL9+PQ4dOoT8/HzEx8fjvffew6OPPoqff/4ZTU1NAICvvvoK6enp3Y4nIhqsWLdJabTODoCoN2VnZ+PcuXPYvXs3AKChoQEXLlyAm5sbEhISEBAQAAAIDQ3F9OnTAQAGgwFHjx7t0fOfPn0av//+Ox555BEAgMlkwqRJk6DVajFz5kzs27cPaWlpyMrKwoYNG3Ds2LG7jiciIhvWbXJ1bKZJUUQEmzZtwowZM7ocz8nJgU6ns3+tVqvtX6vVapjN5h4/f2pqKnbu3HnH99LT07F582Z4e3sjPj4enp6efzueiIhYt8n1cZkHuTRPT080Njbav54xYwY++ugjtLW1AQBKSkrsb+H1hokTJ+LkyZO4ePEiAKCpqQklJSUAgClTpiA/Px9bt25Fenr6PccTEQ1GrNukNGymyaUZjUZoNBrExMRg48aNWL58OSIjIxEXF4fo6GisWLGix1cv7iYzMxNBQUH2f62trcjMzMTixYthNBoxadIkFBcXAwA0Gg1mzZqFAwcO2Dex+Pr6djueiGgwYt0mpVGJiDg7CCIiIiIiV8Qr00REREREDmIzTURERETkIDbTREREREQOYjNNREREROQgNtNERERERA5iM01ERERE5CA200REREREDmIzTURERETkoP8D6fJPK99TIfgAAAAASUVORK5CYII=\n",
"text/plain": [
"<Figure size 864x288 with 2 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"_, axs, eff = plot_ilvl(264108)\n",
"axs[1].set_title('Leech')\n",
"axs[0].set_title('Mastery')"
]
},
{
"cell_type": "code",
"execution_count": 100,
"metadata": {},
"outputs": [],
"source": [
"def blood_siphon(melee_size=DEFAULT_MELEE_SIZE, melee_rate=DEFAULT_MELEE_FREQ, ehrps=True):\n",
" eff = plot_ilvl(264108, plot=False)\n",
" sec = secondaries(ratings=True)\n",
" melee_size *= armor_base()\n",
" eff_mastery = eff[:,0]\n",
" \n",
" return {\n",
" 'dps': 0,\n",
" 'ehrps': np.array([(avg_dodge(base + m, melee_rate)[0] - avg_dodge(base, melee_rate)[0]) * size / melee_rate\n",
" for base, size, m in zip(sec.mastery, melee_size, eff_mastery)]) if ehrps else None,\n",
" }\n",
"VALUES[264108] = blood_siphon"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Overflowing Mists\n",
"Your Enveloping Mists heal the target for 62 each time they take damage (1s ICD -- ded trait)."
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Bulwark of the Masses"
]
},
{
"cell_type": "code",
"execution_count": 101,
"metadata": {},
"outputs": [
{
"data": {
"image/png": "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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"_, _, eff = plot_ilvl(268595)"
]
},
{
"cell_type": "code",
"execution_count": 102,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"Text(0.5, 1.0, 'Bulwark of the Masses --- HPS if Procced at Every Opportunity')"
]
},
"execution_count": 102,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": "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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"plt.plot(np.arange(AZ_BASE_ILVL, 500), eff.squeeze() / 20)\n",
"plt.ylabel('HPS per Trait')\n",
"plt.xlabel('Item Level')\n",
"plt.title('Bulwark of the Masses --- HPS if Procced at Every Opportunity')"
]
},
{
"cell_type": "code",
"execution_count": 103,
"metadata": {},
"outputs": [],
"source": [
"def botm():\n",
" eff = plot_ilvl(268595, plot=False)\n",
" sec = secondaries().fillna(0)\n",
" return {'dps': 0, 'ehrps': eff.squeeze() / 20 * (1 + sec.vers) * (1 + sec.crit)}\n",
"VALUES[268595] = botm"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Resounding Protection"
]
},
{
"cell_type": "code",
"execution_count": 104,
"metadata": {},
"outputs": [
{
"data": {
"image/png": "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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"_, _, eff = plot_ilvl(263962)"
]
},
{
"cell_type": "code",
"execution_count": 105,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"array([4782])"
]
},
"execution_count": 105,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"eff[280 - 251]"
]
},
{
"cell_type": "code",
"execution_count": 106,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"Text(0.5, 1.0, 'Resounding Protection')"
]
},
"execution_count": 106,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": "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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"plt.plot(np.arange(AZ_BASE_ILVL, 500), eff.squeeze() / 30)\n",
"plt.ylabel('HPS per Trait')\n",
"plt.xlabel('Item Level')\n",
"plt.title('Resounding Protection')"
]
},
{
"cell_type": "code",
"execution_count": 107,
"metadata": {},
"outputs": [],
"source": [
"def rp():\n",
" eff = plot_ilvl(263962, plot=False)\n",
" sec = secondaries()\n",
" return {'dps': 0, 'ehrps': eff.squeeze() / 30 * (1 + sec.vers) * (1 + sec.crit)}\n",
"VALUES[263962] = rp"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Azerite Veins"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Taking damage has a chance to grant you Azerite Veins, healing you for 3500 every 3 sec. Lasts 18 sec or until you are fully healed."
]
},
{
"cell_type": "code",
"execution_count": 108,
"metadata": {},
"outputs": [
{
"data": {
"image/png": "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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"_, _, eff = plot_ilvl(267683)"
]
},
{
"cell_type": "code",
"execution_count": 109,
"metadata": {
"scrolled": true
},
"outputs": [
{
"data": {
"text/plain": [
"Text(0.5, 1.0, 'Azerite Veins')"
]
},
"execution_count": 109,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": "iVBORw0KGgoAAAANSUhEUgAAAYsAAAEWCAYAAACXGLsWAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAALEgAACxIB0t1+/AAAADh0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uMy4xLjEsIGh0dHA6Ly9tYXRwbG90bGliLm9yZy8QZhcZAAAgAElEQVR4nO3deVxVdf7H8dcFFEUWV5AAZXVjEQERZ8otccvcF1xC08Rs0cmycabVFpeaNtN+hktimeaUirmlaaaZbCqakoIIyhaCguzI8v394XQnJvG6cLksn+fj4WPg3LO8zxy7H8/5fs/3q1FKKYQQQojbMDJ0ACGEEHWfFAshhBA6SbEQQgihkxQLIYQQOkmxEEIIoZMUCyGEEDpJsRDiPpmbm3Px4kVDxwDqVhbRsEixEA1av379aNWqFaWlpXo7RkFBAc7OzgBMnz6dl19++Z72s3TpUvr06fOn5dnZ2TRt2pQzZ87cVRYhapIUC9FgJScnc+TIETQaDTt27Kjx/ZeXl9fo/qZOncrPP/9MUlJSleWbN2/G09MTDw+PGj2eEHdDioVosDZs2EBAQADTp08nLCxMuzw9PR1zc3PtHzMzMzQajfbzdevW0bVrV1q1asXgwYO5dOmS9jONRsPKlStxc3PDzc1Nu+zChQuEhoayceNG3nnnHczNzXn00Ue1xxs7dizt2rXDycmJ5cuX3zKvvb09AwYM4PPPP//TeQQHB99xvgsXLgA373KefvppHnnkESwsLOjVqxeJiYkAKKV47rnnsLa2xtLSEk9Pzzu6cxGNmBKigXJxcVErV65UMTExysTERP3222+3XG/y5MkqKChIKaXU9u3blYuLi4qLi1NlZWXqzTffVL1799auC6iBAweqq1evqqKiIu2yhIQEpZRS06ZNUy+99JJ2/YqKCuXj46MWLVqkSktLVWJionJyclJ79+69ZZYvvvhCubq6an8/d+6catKkibpy5cod5/tjltatW6vIyEhVVlamJk+erCZOnKiUUmrv3r3Kx8dH5eTkqMrKShUXF6fS09Pv7v9g0ahIsRAN0pEjR5SJiYnKyspSSinVuXNn9f777/9pvaVLlyofHx/tF/+QIUPUmjVrtJ9XVFSo5s2bq+TkZKXUzS/jAwcOVNnH7YpFRESEcnBwqLL+4sWL1fTp02+Zu7CwUFlYWKijR48qpZT65z//qUaMGKH9/E7y/THLzJkztevu2rVLde7cWSml1IEDB5Sbm5s6duyYqqiouGUWIf5IHkOJBiksLIxBgwbRtm1bACZPnlzlURTAnj17+Oijj9i+fTvNmzcH4NKlS8ybN4+WLVvSsmVLWrdujVKKtLQ07XYODg53nOPSpUukp6dr99eyZUsWL15MZmbmLdc3MzNj/PjxbNiwAaUUGzdurPII6k7y/VH79u2r7LugoACAAQMG8Mwzz/D0009jbW1NSEgIeXl5d3xeovExMXQAIWpacXExW7ZsoaKiQvtlWVpaSm5uLqdOnaJ79+6cP3+eadOmsXXr1ipf/g4ODrz00ktMmTKl2v3/sX1D12cODg44OTmRkJBwx/mnTZvGqFGjGDNmDPn5+dq2jzvNd6fmzp3L3LlzuXLlChMmTODdd9/lzTffvO/9ioZJ7ixEg7N9+3aMjY2Ji4sjNjaW2NhYfv31Vx566CE2bNhAXl4eI0eO5O233+bBBx+ssu2TTz7JkiVLOHv2LADXr1/n3//+9x0f28bGpsp7Dv7+/lhYWLBs2TKKi4upqKjgzJkzREdHV7uPhx56iJYtWxISEkJQUBBNmzatsXy/i46OJjIykrKyMlq0aEGzZs0wMpKvA1E9+dshGpywsDAef/xxOnToQPv27bV/nnnmGTZu3EhUVBTnz5/nueeeq9IrCmD06NH8/e9/JygoCEtLSzw8PNizZ88dH3vmzJnExcXRsmVLRo0ahbGxMTt37iQ2NhYnJyfatm3LE088wfXr16vdh0ajITg4mEuXLlV5BFUT+X6Xl5fHrFmzaNWqFR07dqRNmzYsWLDgrvcjGg+NUjL5kRBCiNuTOwshhBA6SbEQQgihkxQLIYQQOkmxEEIIoVODfc+ibdu2ODo6GjqGEELUG8nJyWRnZ9/yswZbLBwdHYmJiTF0DCGEqDf8/Pyq/UweQwkhhNBJioUQQgidpFgIIYTQSYqFEEIInaRYCCGE0EmKhRBCCJ30VixSUlLo378/3bp1w93dnY8++giABQsW0KVLF7y8vBg9ejS5ubnAzf69zZs3x9vbG29vb5588kntvo4fP46npyeurq7MnTsXGftQCCFql96KhYmJCe+99x5xcXFERESwcuVK4uLiCAwM5MyZM5w+fZpOnTqxZMkS7TYuLi7a+QdWrVqlXT5nzhxWr15NQkICCQkJ7N27V1+xhRCi3voxPov1R5Moq6is8X3rrVjY2tri4+MDgIWFBV27diUtLY1BgwZhYnLzXcCAgABSU1Nvu5+MjAzy8vIICAjQjvO/fft2fcUWQoh6qbJSsXTPOcKOXaL6uRzvXa20WSQnJ3Py5El69epVZfm6desYOnSo9vekpCR69OhB3759OXLkCABpaWnY29tr17G3t692vuHQ0FD8/Pzw8/MjKytLD2cihBB107643/g1I4+5D7tiYlzzX+16H+6joKCAsWPH8uGHH2Jpaald/vbbb2NiYqKdS9jW1pbLly/Tpk0bjh8/zqhRo7RTR96pkJAQQkJCgNu/ti6EEA3JjfJK/rUvHud2LRjR3U4vx9BrsSgrK2Ps2LFMmTKFMWPGaJevX7+enTt3cuDAAe0E96amppiamgLg6+uLi4sL8fHx2NnZVXlUlZqaip2dfv7PEEKI+mjVj4lcuFLAZ9N7Ymykj4dQenwMpZRi5syZdO3alfnz52uX7927l3feeYcdO3ZgZmamXZ6VlUVFRQUAFy9eJCEhAWdnZ2xtbbG0tCQiIgKlFBs2bGDkyJH6ii2EEPVKYlYBKw5e4NHuD9C/i7XejqO3O4ujR4/y+eef4+npibe3NwCLFy9m7ty5lJaWEhgYCNxs5F61ahWHDx/m1VdfpUmTJhgZGbFq1Spat24NwCeffML06dMpLi5m6NChVdo5hBCisaqsVPxj6y80a2LEq8O76fVYGtVAX1rw8/OTIcqFEA3aV9GX+fs3v7BsrCcTe3a47/3d7ntT3uAWQoh6KCu/lLd3/Uovp9ZM8HPQ+/GkWAghRD30xs44SsoqWTzGU9tRSJ+kWAghRD3zw7krfHsqnWcGuOLSzrxWjinFQggh6pHC0nJe3n4GN2tznuzrUmvHbbBzcAshREP0/v540nKL+frJ3jQ1qb1/78udhRBC1BOnU3P57GgSUwM64OfYulaPLcVCCCHqgfKKShZ+8wttzU15cUiXWj++PIYSQoh6YN3RJOIy8lg11QfLZk1q/fhyZyGEEHVcyrUi3t8fT2A3Gwa7tzdIBikWQghRhyml+Oe2XzDWaHhjpHutvFNxK1IshBCiDguPTedIQjYvDumCrVVzg+WQYiGEEHVUTuEN3tgZh7dDS6YGdDRoFikWQghRBymleHNnHHnFZSwZ46m3eSrulBQLIYSogz47mszWk2k81d+VrraWujfQMykWQghRx5xKyeWtXXEM6mbD3x52M3QcQI/FIiUlhf79+9OtWzfc3d356KOPALh27RqBgYG4ubkRGBhITk4OcPOWa+7cubi6uuLl5cWJEye0+woLC8PNzQ03NzfCwsL0FVkIIQyurKKShVt/oZ2FKf+a0B0jAz9++p3eioWJiQnvvfcecXFxREREsHLlSuLi4li6dCkPP/wwCQkJPPzwwyxduhSAPXv2kJCQQEJCAqGhocyZMwe4WVwWLVpEZGQkUVFRLFq0SFtghBCioVn7UxK/ZuSxaISHQV6+q47eioWtrS0+Pj4AWFhY0LVrV9LS0ggPD2fatGkATJs2je3btwMQHh5OcHAwGo2GgIAAcnNzycjI4LvvviMwMJDWrVvTqlUrAgMD2bt3r75iCyGEwVy6WsiH38czqJsNQzwM8/JddWpluI/k5GROnjxJr169yMzMxNbWFoD27duTmZkJQFpaGg4O/53tyd7enrS0tGqX30poaCihoaEAZGVl6et0hBCiximleGnbGUyMjFg00t3Qcf5E7w3cBQUFjB07lg8//BBLy6ot+hqNpkbfRgwJCSEmJoaYmBjatWtXY/sVQgh923YyjZ8uZPPikM4GffmuOnotFmVlZYwdO5YpU6YwZswYAGxsbMjIyAAgIyMDa2trAOzs7EhJSdFum5qaip2dXbXLhRCioTj/Wz6vhp/Fp0NLpvYy7Mt31dFbsVBKMXPmTLp27cr8+fO1y0eMGKHt0RQWFsbIkSO1yzds2IBSioiICKysrLC1tWXw4MHs27ePnJwccnJy2LdvH4MHD9ZXbCGEqFUFpeXMDIvGrKkxK6f41JneT/9Lb20WR48e5fPPP8fT0xNvb28AFi9ezMKFC5kwYQJr166lY8eObNmyBYBhw4axe/duXF1dMTMz47PPPgOgdevWvPLKK/Ts2ROAV199ldata3fSDyGE0Jd/fXeetNxi/j27d518/PQ7jVJKGTqEPvj5+RETE2PoGEIIUa3YlFxGf3KUxwI68sZID0PHue33przBLYQQBlBWUcnCb05jY9GMBYM7GzqOTjJTnhBCGMAH++M591s+oY/5YlGHXr6rjtxZCCFELdt+Mo1PDiUyyd+BQQaa+e5uSbEQQohalJlXwivbz+Dv2LpOtFPcKSkWQghRS5RSvLL9DDcqKnlnnBdNjOvPV3D9SSqEEPXcioMX2BeXyQuDOuPYtoWh49wVKRZCCFELjiVe5b398YzpYccTDzkZOs5dk2IhhBB6VlJWwT+3/UKH1ma8PdqzRsfEqy3SdVYIIfRIKcWr4WdIyi7k85n+NG9qbOhI90TuLIQQQo/W/5zMlphUnh3gykNu9Xc0bCkWQgihJynXili29xwDuljz3MBOho5zX6RYCCGEHpRXVPLi16cx1mh4e7RHnR1N9k5JsRBCCD14Y2ccxy5e5bUR7nV6NNk7JcVCCCFqWNjPyWw4domQPs5M8HPQvUE9IMVCCCFqUFTSNRZ9e5aBXW34+5Auho5TY6RYCCFEDSkpq2Dh1tM80LI5HwV5Y1zP2yn+SG/FYsaMGVhbW+Ph8d+BsiZOnIi3tzfe3t44OjpqZ9BLTk6mefPm2s+efPJJ7TbHjx/H09MTV1dX5s6dSwOdq0kI0QC8s/c8F7MKeWuUBy1MG9ZrbHo7m+nTp/PMM88QHBysXfbVV19pf37++eexsrLS/u7i4kJsbOyf9jNnzhxWr15Nr169GDZsGHv37mXo0KH6ii2EEPfky8jLrDuaxPS/ONKvs7Wh49Q4vd1Z9OnTp9q5spVSbNmyhUmTJt12HxkZGeTl5REQEIBGoyE4OJjt27frI64QQtyzoxeyeTX8DH07tePlR7oaOo5eGKTN4siRI9jY2ODm5qZdlpSURI8ePejbty9HjhwBIC0tDXt7e+069vb2pKWlVbvf0NBQ/Pz88PPzIysrS38nIIQQ/5GYVcCcL47j3K4FH0/ugUk9Gnb8bhjkodqmTZuq3FXY2tpy+fJl2rRpw/Hjxxk1ahRnz5696/2GhIQQEhIC3Jx4XAgh9CmvpIyZ66NpYmzE2mk9sawH06Peq1ovFuXl5WzdupXjx49rl5mammJqagqAr68vLi4uxMfHY2dnR2pqqna91NRU7OzsajuyEELc0jt7z3H5WhFfze6NQ2szQ8fRq1q/X/r+++/p0qVLlcdLWVlZVFRUAHDx4kUSEhJwdnbG1tYWS0tLIiIiUEqxYcMGRo4cWduRhRDiTyIuXuWLiMs8/lcnejreun22IdFbsZg0aRK9e/fm/Pnz2Nvbs3btWgA2b978p4btw4cP4+Xlhbe3N+PGjWPVqlXaxvFPPvmEJ554AldXV1xcXKQnlBDC4C5fLeKpjSdwbtuC+YH1e4DAO6VRDfTFBT8/P2JiYgwdQwjRwOSVlDHmk5/Jyi9l+9N/xameTY96O7f73tR5Z1FeXn5Hy4QQoqErr6jk6Y0nSM4uZNVU3wZVKHTRWSz8/f3vaJkQQjRkSikWfRvHkYRs3h7tQW+XNoaOVKuq7Q115coVMjIyKC4u5pdfftEOs5GXl0dRUVGtBRRCiLog7OdkPo+4xOw+zkzs2cHQcWpdtcVi165drFu3jtTUVJ566intcgsLC958881aCSeEEHXBD+ev8MbOOAK72fBiAxpJ9m5UWywef/xxHn/8cbZs2cKECRNqM5MQQtQZ53/L59kvT9LV1rLBjSR7N6otFr+/ZZ2RkcHy5cv/9PncuXP1GkwIIQwtu6CUGeujMWtqzJppfpg1bVgjyd6Nas88JycHgOzs7FoLI4QQdUVJWQUhG2K4WljKltm9G8TUqPej2mLxezuFtE8IIRobpRQvfn2aE5dz+b8pPnjZtzR0JIPTeU9VWlrK+vXrOXv2LCUlJdrloaGheg0mhBCGsvzABXacSmfB4M4M9bQ1dJw6Qed7FsHBwSQnJ7Nz50569epFYmIizZo1q41sQghR63acSueD7+MZ62PPU/1cDB2nztBZLOLj41myZAnm5ubMnDmTvXv3EhUVVRvZhBCiVp24nMML/z6Fv2NrFo/xQKNpnD2fbkVnsWjS5Ob47C1btuTXX38lPz+fK1eu6D2YEELUptScIkI2xNDeshmrHvPF1MTY0JHqFJ1tFjNnziQnJ4dFixYxePBgioqKeOONN2ojmxBC1Ir8kjJmro+htLySzSF+tG7R1NCR6pzbFouKigratm1Lq1at6N+/P5cvX66tXEIIUSsqKhVzN53kQlYB6x/viau1haEj1Um3fQxlbGzM4sWLayuLEELUurd3/coP57NYNMKdh9zaGTpOnaWzzWLQoEF8+OGHZGRkkJeXp/2jy4wZM7C2tsbDw0O77PXXX8fOzg5vb2+8vb3ZvXu39rMlS5bg6upK586d+e6777TL9+7dS+fOnXF1dWXp0qV3e35CCFGtLyIuse5oEo//1ZGpAR0NHadO0zn5kYODw39X1mhQSqHRaHQ+kjp8+DDm5uYEBwdz5swZ4GaxMDc354UXXqiyblxcHJMmTSIqKor09HQGDhxIfHw8AJ06dWL//v3Y29vTs2dPNm3aRLdu3XSemEx+JIS4nfDYNOZvOUUft7asmdaz0Y759Ee3+96sts0iIiKCgIAAUlJS7umgffr0ITk5+Y7WDQ8PJygoCFNTU5ycnHB1ddV2z3V1dcXZ2RmAoKAgwsPD76hYCCFEdVYcTOBf++Lp6diK5ZN6SKG4A9U+hvrjsOQ1acWKFXh5eTFjxgzt+FNpaWlV7mDs7e1JS0urdnl1QkND8fPzw8/Pj6ysLL3kF0LUb9tPpvGvffGM8n6AjU8EYNGsiaEj1Qs62yxq0pw5c0hMTCQ2NhZbW1uef/75Gt1/SEgIMTExxMTE0K6dNFQJIao6fukaL359Gn+n1rwzrjtNTWr1K7Beq/Yx1MWLFxkxYkS1G+7YseOuD2ZjY6P9edasWQwfPhwAOzu7Ko+7UlNTsbOzA6h2uRBC3I2Ua0WEbDiObctmfDrVVwrFXaq2WLRr167G/+WfkZGBre3NQbm2bdum7Sk1YsQIJk+ezPz580lPTychIQF/f3+UUiQkJJCUlISdnR2bN2/myy+/rNFMQoiGL6fwBjPDoimrqGTd9J60kpfu7lq1xcLCwoK+ffve844nTZrEoUOHyM7Oxt7enkWLFnHo0CFiY2PRaDQ4Ojry6aefAuDu7s6ECRPo1q0bJiYmrFy5EmPjm6/ar1ixgsGDB1NRUcGMGTNwd3e/50xCiMYnPjOfGeujuZJXymeP98SlnbmhI9VL1XadHTNmDFu3bq3tPDVGus4KIa7klTBq5VHKKhWhj/nSo0MrQ0eq0+6p62x9LhRCCFFSVsGsDTHkFJXx7yd742FnZehI9VrjnVBWCNFglZZX8LfNsZxOu86nU32lUNSA23YHUErd80t5QghhCLlFN5jwaQR7z/7Gy490Y5B7e0NHahBuWyw0Gg3Dhg2rrSxCCHFfbpRXMueLE/yanseqqb7MfNDJ0JEaDJ0djX18fIiOjq6NLEIIcc+UUryy/QzHLl5l2ThPhnjIHUVN0tlmERkZycaNG+nYsSMtWrTQDiR4+vTp2sgnhBA6VVYqPvg+nq9iUnh2gCuje9gbOlKDo7NY/HG4cCGEqGsqKhXzNp9k5+kMxvna89zAToaO1CDpfAzVsWNHUlJSOHjwIB07dsTMzIzKysrayCaEELellGLJ7l/ZeTqDF4d05t1xXhjJCLJ6ofPOYtGiRcTExHD+/Hkef/xxysrKmDp1KkePHq2NfEIIcUslZRW8tO0M35xIZVrvjjzVz9XQkRo0ncVi27ZtnDx5Eh8fHwAeeOAB8vPz9R5MCCGqo5Tixa9Ps+NUOvMedmPew26GjtTg6SwWTZs2RaPRoNHcvLUrLCzUeyghhKhOWUUlb+6MY8epdBYM7szT/eWOojbobLOYMGECs2fPJjc3l9WrVzNw4EBmzZpVG9mEEKKKsopKngiLYcOxSzzxoBNP9XMxdKRGQ+edxQsvvMD+/fuxtLQkPj6eN954g8DAwNrIJoQQWpWVilfDz/BjfBZvjfJgakBHQ0dqVO5obChPT0+Ki4vRaDR4enrqO5MQQlRxvbiM576K5eC5KzzVz0UKhQHofAy1Zs0a/P392bp1K19//TUBAQGsW7euNrIJIQQXswoYueInDsdn8eZIdxYM7mzoSI2SzmLx7rvvcvLkSdavX09YWBjHjx9n2bJlOnc8Y8YMrK2ttbPhASxYsIAuXbrg5eXF6NGjyc3NBSA5OZnmzZvj7e2Nt7c3Tz75pHab48eP4+npiaurK3PnzqWa6TeEEA3QtcIbTP8smvyScr6aHcBjvR21nW1E7dJZLNq0aYOFhYX2dwsLC9q0aaNzx9OnT2fv3r1VlgUGBnLmzBlOnz5Np06dWLJkifYzFxcXYmNjiY2NZdWqVdrlc+bMYfXq1SQkJJCQkPCnfQohGqbLV4uYvDqC3/JKWDPND9+OrQ0dqVHT2Wbh6upKr169GDlyJBqNhvDwcLy8vHj//fcBmD9//i2369OnD8nJyVWWDRo0SPtzQEAAX3/99W2PnZGRQV5eHgEBAQAEBwezfft2hg4dqiu2EKIe++H8FeZtOolGo2FNsJ/McFcH6CwWLi4uuLj8t3vayJEjAe77xbx169YxceJE7e9JSUn06NEDS0tL3nrrLR566CHS0tKwt//vgGD29vakpaVVu8/Q0FBCQ0MByMrKuq98QgjD2B+XyezPY+jc3pJPp/rSoY2ZoSMJ7qBYvPbaazV+0LfffhsTExOmTJkCgK2tLZcvX6ZNmzYcP36cUaNGcfbs2bveb0hICCEhIcDNuWSFEPVLVNI15m0+iYedFZtDAjBrKpN51hW1fiXWr1/Pzp07OXDggLahytTUFFNTUwB8fX1xcXEhPj4eOzs7UlNTtdumpqZiZ2dX25GFEHqmlGLDsUu8uTMOh9ZmrAn2k0JRx+hs4K5Je/fu5Z133mHHjh2Ymf331jIrK4uKigoALl68SEJCAs7Oztja2mJpaUlERMTNv0wbNmgfgwkhGgalFP/cdobXdpylX2drwp/5K9aWzQwdS/wPvZXuSZMmcejQIbKzs7G3t2fRokUsWbKE0tJS7RvgAQEBrFq1isOHD/Pqq6/SpEkTjIyMWLVqFa1b3+z58MknnzB9+nSKi4sZOnSoNG4L0cB8fPACm6IuM6efCwsGdZYhxusojarmxYXVq1fTr18/3NzcUEoxY8YMvvnmGxwdHVm/fr12FNq6ys/Pj5iYGEPHEEJUo6yikrd3/cr6n5MZ42PHe+O7yzsUBna7781qH0N99NFHODo6ArBp0yZOnz5NUlIS77//PvPmzdNLUCFE43Alv4TJqyNY/3MyTzzoxLKxXlIo6rhqi4WJiQlNmjQBYOfOnQQHB9OmTRsGDhwow5QLIe7Z8UvXGL78J86k5bF8Ug9eHt6NJsa12nwq7kG1V8jIyIiMjAxKSko4cOAAAwcO1H5WXFxcK+GEEA3LxshLBIVG0LypMVuf+gsjuj9g6EjiDlXbwP3GG2/g5+dHRUUFI0aMwN3dHYAff/wRZ2fnWgsohGgYtp9M46VtZ+jXuR0fTeyBlVkTQ0cSd6HaBm6A8vJy8vPzadXqv6/aFxYWopTC3Ny8VgLeK2ngFqLuCI9NY8HXp/F2aMkXM3vR1EQeO9VF99TAnZCQwLhx43jooYeYNGmSdpiNFi1a1PlCIYSoG8oqKnnj2zjmbY6lu70Vn071lUJRT1V71WbMmMEjjzzCN998g4+PD88++2xt5hJC1HNZ+aVMWRPJuqNJTP+LI1/OCqBVi6aGjiXuUbVtFvn5+dq5thcsWFDn36sQQtQdJy7nMOeL41wvLuODid0Z3cNe90aiTqu2WJSUlHDy5EntZEPFxcVVfpfiIYT4X0opvoy6zOs7ztLeqhnfzPkL7g9YGTqWqAHVNnD369ev2pdkNBoNBw8e1Guw+yUN3ELUrpKyCl4LP8tXMSn06dSO5UHetDSTx071ye2+N6u9szh06JC+8gghGpi03GLmfHGc06nXeXaAK38b2AljGeOpQam2WGzduvW2G44ZM6bGwwgh6p+fE7N55suT3CivJPQxXwa5tzd0JKEH1RaLb7/9tsrPjz76qPZ3jUYjxUKIRk4pxeojF1m65xzO7cz59DFfXNpJt/qGqtpi8dlnn2l/7tGjR5XfhRCNW2FpOS9+c5pdpzMY6tGed8d3x9xUJitqyO7o6spokEKI3yVlFzL78xguXClg4dAuzO7jLN8RjYBeX6WcMWMG1tbWeHh4aJddu3aNwMBA3NzcCAwMJCcnB7h5Szt37lxcXV3x8vLixIkT2m3CwsJwc3PDzc2NsLAwfUYWQtzG93GZjPj4J7LyS9kwoxdP9nWRQtFIVNt19tFHH9X+JTh8+DB9+vSp8vmOHTt07vzw4cOYm5sTHBzMmTNnAHjxxRdp3bo1CwyufIIAABzdSURBVBcuZOnSpeTk5LBs2TJ2797Nxx9/zO7du4mMjGTevHlERkZy7do1bXcujUaDr68vx48frzJe1a1I11khak5lpeLDAwksP5CAh50lq6b6Yt/KTPeGol65p66zL7zwgvbn559//p4O3KdPH5KTk6ssCw8P13bLnTZtGv369WPZsmWEh4cTHByMRqMhICCA3NxcMjIyOHToEIGBgdppVgMDA9m7dy+TJk26p0xCiLtz+WoRr397loPnrjDO1563RnnQrImxoWOJWlZtsejbt69eDpiZmYmtrS0A7du3JzMzE4C0tDQcHBy069nb25OWllbt8lsJDQ0lNDQUgKysLL3kF6Kx+ONLdk2MNbw5yoOpvTrIY6dGyqDdFzQaTY3+xQsJCSEkJAS4eTslhLg3qTlFPPnFcc6k5THrISdmPOiErVVzQ8cSBlTrYwXb2NiQkZEBQEZGBtbW1gDY2dmRkpKiXS81NRU7O7tqlwsh9OOnhGwe/fgnLmUXsSbYj5ce6SaFQuguFiUlJX9alp2dfc8HHDFihLZHU1hYGCNHjtQu37BhA0opIiIisLKywtbWlsGDB7Nv3z5ycnLIyclh3759DB48+J6PL4S4NaUUq35MJHhdJO0sTNnx7IMM7GZj6FiirlA6eHh4qGPHjml///rrr5Wbm5uuzZRSSgUFBan27dsrExMTZWdnp9asWaOys7PVgAEDlKurq3r44YfV1atXlVJKVVZWqqeeeko5OzsrDw8PFR0drd3P2rVrlYuLi3JxcVHr1q27o2P7+vre0XpCCKV2xKapwR/8qDr+fad6auNxVVBSZuhIwgBu971522lVAX755RdmzJhBv379SE9P5+rVq6xZswZ7+7o9Pr10nRVCtxvllby1K44Nxy7R1daSGX91ZJyvvTRiN1L31HX2d56enrz00ks89thjWFhYcPjw4TpfKIQQumXmlfDUxhMcv5RDSB9nXhzcGRNjmfJU3JrOYjFz5kwSExM5ffo08fHxDB8+nGeffZann366NvIJIWpY0Y1ydsSm897+eApLy1kxuQfDvR4wdCxRx93RncWaNWvQaDQ4OTkRGRnJ/PnzayObEKKGJWTmM/vz41zMLqSrrSVfzOxF5/YWho4l6gGdbRb1lbRZCPFfSim+PZ3Bwm9OY9bUhPcndOcht7bSNiGquK82i4SEBP7xj38QFxdXpRvtxYsXay6hEEJvIi5e5aVtv5CYVUiPDi35vym+tLdqZuhYop7R2Zr1+OOPM2fOHExMTPjhhx8IDg5m6tSptZFNCHEflFKsOXKRKWsiqVTwzjgvvgrpLYVC3BOddxbFxcU8/PDDKKXo2LEjr7/+Or6+vrzxxhu1kU8IcQ+OJGQRevgiRxKyGexuw7/Gd8eiWRNDxxL1mM5iYWpqSmVlJW5ubqxYsQI7OzsKCgpqI5sQ4i6VVVSyZPc51h1Noq25KS8/0pWZDzpJ24S4bzqLxUcffURRURHLly/nlVde4eDBgzIBkRB10MWsAv6x9Rcik64x/S+O/HNYV5qayHsTomboLBY9e/YEwNzcXObhFqIOKigt5x9bf+HbU+k0a2LEBxO7M7qHvDgrala1xWLEiBG33fBOZsoTQujPjfJK1h1N4vNjl8i4Xswz/V0J7t0Ra0tpwBY1r9picezYMRwcHJg0aRK9evWigb6OIUS99EvqdRZ9e5aYSzkEOLfmX+O709uljaFjiQas2mLx22+/sX//fjZt2sSXX37JI488wqRJk3B3d6/NfEKIP8grKeOFLafYF5dJi6bGfDypB492l6E6hP5VWyyMjY0ZMmQIQ4YMobS0lE2bNtGvXz9ee+01nnnmmdrMKESjV1pewcqDF/gy6jK5RWUsGNyZqQEdsWou3WFF7bhtA3dpaSm7du1i06ZNJCcnM3fuXEaPHl1b2YRo9JRSHLt4lWV7z3MqJZeBXW2Y088F346tDB1NNDLVFovg4GDOnDnDsGHDeO211/Dw8KiRA54/f56JEydqf7948SJvvPEGubm5rF69mnbt2gGwePFihg0bBsCSJUtYu3YtxsbGLF++XGbKE43C9aIy/vbVSX44n4VV8yasmurDEA9bQ8cSjVS1AwkaGRnRokWLmyv94YUepRQajYa8vLz7PnhFRQV2dnZERkby2WefYW5uzgsvvFBlnbi4OCZNmkRUVBTp6ekMHDiQ+Ph4jI2Nb7tvGUhQ1FclZRX867vzfBWdQkl5BQuHdmVKrw40a3L7v/NC3K97GkiwsrJSb4F+d+DAAVxcXOjYsWO164SHhxMUFISpqSlOTk64uroSFRVF79699Z5PiNpUVlHJwXNX+Oj7BOIy8hjp/QCzHnLGw87K0NGE0P1Snj5t3ryZSZMmaX9fsWIFGzZswM/Pj/fee49WrVqRlpZGQECAdh17e3vS0tIMEVcIvVBK8UXEJZYfvEBWfik2lqasCfZjYDcbQ0cTQstgYwHcuHGDHTt2MH78eADmzJlDYmIisbGx2Nra8vzzz9/1PkNDQ/Hz88PPz4+srKyajixEjVJKcSzxKrM2HOeV8LO4tjNnTbAfR/8+QAqFqHMMdmexZ88efHx8sLG5+R/F7/8LMGvWLIYPHw6AnZ0dKSkp2s9SU1Oxs7O75T5DQkIICQkBbj57E6Ku+vlCNi9vP8PF7EIsmpnw4pDOPNnHBSMjGfBP1E0Gu7PYtGlTlUdQGRkZ2p+3bdum7X01YsQINm/eTGlpKUlJSSQkJODv71/reYWoCWfTr/Py9l+YujYSNPDe+O5E/XMgT/VzlUIh6jSD3FkUFhayf/9+Pv30U+2yF198kdjYWDQaDY6OjtrP3N3dmTBhAt26dcPExISVK1fq7AklRF2Tcq2I+VtiiU7OoamJERP8HHh5eDfMTQ3abCjEHZM5uIXQo5RrRXwVncLnEZdQSvG3gZ0Y42NHS7Omho4mxJ/c1xzcQoi7V3SjnJe3nWHryTSMNNC/szWvPtqNjm1aGDqaEPdEioUQNehqQSnfnEjli4jLpOQUMbuvM9P/4oitVXNDRxPivkixEKIGxKXnsfKHC+yL+42yCoVfx1YsHu3Jg25tDR1NiBohxUKI+1BYWs6WmBSW7jlH86bGBPd2JKinA242FoaOJkSNkmIhxF1SSnE69Tqboy+zIzadwhsV/NW1DcuDetDG3NTQ8YTQCykWQtyFXaczWPnDBeIy8mjWxIjhXg8wyd8Bnw6tqgy4KURDI8VCiDtwMauA0MMX2RydQpf2Frw5yoOR3g9g2UwmHxKNgxQLIapRUlbB3jO/sSnqMpFJ1zA20jDrISf+PqQLJsYGG/xACIOQYiHE/4jPzGdT1GW2nUwjt6iMDq3NWDC4M+N97bG2bGboeEIYhBQLIbh5F7HjVDqboy5z4nIuTYw1DHJvz2T/DvR2biPjNolGT4qFaPQuZhXw1MYTnPstH+d2LXhpWFfG+NhJzyYh/kCKhWiUyioqOfDrFTZHX+bH+CwsmzUh9DFfArvZSK8mIW5BioVoVC5dLWRzdApfH0/Vzkr3TH9XpvTqSHsraY8QojpSLESDV1pewXdnM9kcdZmfE69ipIEBXawJ6tmBfp3bSc8mIe6AFAvRYF24ks+mqBS2nkglp6gMu5bNeT6wE+P9HOQuQoi7JMVCNCjFNyrY/UsGm6MvE52cg4mRhkHuNgT17MCDrm2lV5MQ98hgxcLR0RELCwuMjY0xMTEhJiaGa9euMXHiRJKTk3F0dGTLli20atUKpRTz5s1j9+7dmJmZsX79enx8fAwVXdRBcel5bI6++W5Efkk5Tm1bsHBoF8b62NPOQno1CXG/DHpn8cMPP9C27X+HcF66dCkPP/wwCxcuZOnSpSxdupRly5axZ88eEhISSEhIIDIykjlz5hAZGWnA5KIuKCgt59v/vBtxKvU6TU2MGOrRnqCeHQhwbi29moSoQXXqMVR4eDiHDh0CYNq0afTr149ly5YRHh5OcHAwGo2GgIAAcnNzycjIwNbW1rCBRa1TSnEq9Tqboy6z41Q6RTcq6GRjzqvDu8l0pULokcGKhUajYdCgQWg0GmbPnk1ISAiZmZnaAtC+fXsyMzMBSEtLw8HBQbutvb09aWlpfyoWoaGhhIaGApCVlVVLZyL0LeVaEVtibnZ3zbheAkDzJsYM97IlyL8DPh1ayl2EEHpmsGLx008/YWdnx5UrVwgMDKRLly5VPtdoNHf9BRASEkJISAhwc+JxUX/dKK/k+18z2RR1mZ8uZAPQt1M7xvva80DL5gzzspURX4WoRQYrFnZ2dgBYW1szevRooqKisLGx0T5eysjIwNraWrtuSkqKdtvU1FTt9qJhuZhVwFfRKXxzIpXsghvYWjVj7gA3JvR0wK6lzGMthKEYpFgUFhZSWVmJhYUFhYWF7Nu3j1dffZURI0YQFhbGwoULCQsLY+TIkQCMGDGCFStWEBQURGRkJFZWVtJe0UDkFN5g28k04jPzScou1A4FPqCLNZP8HejbyRpj6e4qhMEZpFhkZmYyevRoAMrLy5k8eTJDhgyhZ8+eTJgwgbVr19KxY0e2bNkCwLBhw9i9ezeurq6YmZnx2WefGSK2qCGVlYqIi1fZFJ3Cd2d+40ZFJW3NTWll1kSGAheijtIopZShQ+iDn58fMTExho4h/iM1p4jcojIOJ2TxVXQKl64WYdW8CaN72BHk70CX9paGjihEo3e778061XVWNCzFNyrYeTqdzdEpHL+Uo13u79Savw10Y6iHLc2aGBswoRDiTkmxEDWmslLxS9p1rheXsS/uN8JPppNfWo5z2xb8Y2gXOrZpQScbc5zbmRs6qhDiLkmxEPftt+slbIlJ4avoFNJyiwFoamLEI562BPV0wN9J3qYWor6TYiHu2u/DbOw8nU5uURm/ZuRRqeBB17YsGNwZG8tmdLW1kLephWhApFgIncorKolMusbVwhscS8xmR2w6hTcqcGnXAofWZvTr7MJEvw50aGNm6KhCCD2RYiH+RCnFmbQ84jPzSb5ayL9jUvktT4bZEKIxk2IhgJtdW49eyCa3qIzw2HTiMvIA0GhuDrPx+ohuuLQzx7Zlc8xN5a+NEI2N/FffSOWVlLH/bCY5RTc4kpDN4YQsfn/jxv0BS94c5cGDrm2xat6E1i2k7UGIxk6KRSNRVlHJD+eucDG7kAtXCth5Op2SskoAbK2a8ewAN0Z0f4CWZk1oay6TBQkhqpJi0QAppahUEJuSy88XsrlWdIOdpzPIyi8FoEVTY0b3sGdiTwcc25hh2ayJTDcqhLgtKRYNgFKKkrJKfssr4d//mffhyn8KA4CxkYb+ndsR1LMDvV3aYGpihImxkQETCyHqGykW9VTKtSLCY9O4WniDny9c5XxmPgBGGujf2RpPeyseaNmcoR7tadHURO4chBD3RYpFPXC9qIz80jJ+OHeF85n5JGcX8dOFbDQaaNHUBJd2LXg+sBOWzZswyN0GWyuZ90EIUbOkWNQx1wpvcL24jJ8Ssjidep3068X8nHhV21OppVkTWpk15W8D3Zjg58ADMiGQEKIWSLEwoKz8UnKKbhCZdI2Y5Gtk5Zdy7OJ/C0M7C1Osmjfhmf6u2Fo1x8veCg87K8OGFkI0SrVeLFJSUggODiYzMxONRkNISAjz5s3j9ddfZ/Xq1bRr1w6AxYsXM2zYMACWLFnC2rVrMTY2Zvny5QwePLi2Y9+3K3klZOaVcio1l58Ts7lacIOo5GvawvCAVTMsmzfh2f6udGzTgs7tLaQwCCHqjFovFiYmJrz33nv4+PiQn5+Pr68vgYGBADz33HO88MILVdaPi4tj8+bNnD17lvT0dAYOHEh8fDzGxnV3HoTMvBJSc4o491s+P5zLIq+4jJhL16j8T2FwaN1ce8fQub0Fjm1a4P6ApQydIYSos2q9WNja2mrnz7awsKBr166kpaVVu354eDhBQUGYmpri5OSEq6srUVFR9O7du7Yi31ZmXgmJVwpIulrI/rhM8orLiE3J1RYGxzZmtDRrytP9XfG0u9lDSQqDEKK+MWibRXJyMidPnqRXr14cPXqUFStWsGHDBvz8/Hjvvfdo1aoVaWlpBAQEaLext7evtriEhoYSGhoKQFZWVo3nzcwrIS49j7TcYr47+xvXi8s4k3ZdWxic27agrYUpc/q54O/UhrbmTelmK4VBCFH/GaxYFBQUMHbsWD788EMsLS2ZM2cOr7zyChqNhldeeYXnn3+edevW3dU+Q0JCCAkJAW7OJXuvEjLzScwqJDGrgO9/zaSsopKKSojPzKfiP5XBpV0LHmjZnCf7uvCgW1tamTWlS3sLKQxCiAbJIMWirKyMsWPHMmXKFMaMGQOAjY2N9vNZs2YxfPhwAOzs7EhJSdF+lpqaip2dnV5yFZSW89jaSE5eztUu69GhJTYWzQDo37kdA7pYY9W8Ca7W5lIYhBCNRq0XC6UUM2fOpGvXrsyfP1+7PCMjQ9uWsW3bNjw8PAAYMWIEkydPZv78+aSnp5OQkIC/v79espmbmtCxtRmPeNoS4NyG1i2aynsMQgiBAYrF0aNH+fzzz/H09MTb2xu42U1206ZNxMbGotFocHR05NNPPwXA3d2dCRMm0K1bN0xMTFi5cqVee0J9GNRDb/sWQoj6SqPU7z39GxY/Pz9iYmIMHUMIIeqN231vytCjQgghdJJiIYQQQicpFkIIIXSSYiGEEEInKRZCCCF0kmIhhBBCJykWQgghdGqw71m0bdsWR0fHu94uKytLO6dGYyHn3Hg0xvOWc75zycnJZGdn3/KzBlss7lVjfJlPzrnxaIznLedcM+QxlBBCCJ2kWAghhNDJ+PXXX3/d0CHqGl9fX0NHqHVyzo1HYzxvOef7J20WQgghdJLHUEIIIXSSYiGEEEKnRlUsUlJS6N+/P926dcPd3Z2PPvoIgNdffx07Ozu8vb3x9vZm9+7d2m2WLFmCq6srnTt35rvvvjNU9HtWUlKCv78/3bt3x93dnddeew2ApKQkevXqhaurKxMnTuTGjRsAlJaWMnHiRFxdXenVqxfJyckGTH/vqjvv6dOn4+TkpL3WsbGxwM0ZHOfOnYurqyteXl6cOHHCkPHvS0VFBT169NBOTdzQrzX8+Zwbw3V2dHTUTiLn5+cHwLVr1wgMDMTNzY3AwEBycnKAGjpv1Yikp6er48ePK6WUysvLU25uburs2bPqtddeU+++++6f1j979qzy8vJSJSUl6uLFi8rZ2VmVl5fXduz7UllZqfLz85VSSt24cUP5+/urY8eOqfHjx6tNmzYppZSaPXu2+uSTT5RSSq1cuVLNnj1bKaXUpk2b1IQJEwwT/D5Vd97Tpk1T//73v/+0/q5du9SQIUNUZWWlOnbsmPL396/tyDXmvffeU5MmTVKPPPKIUko1+Gut1J/PuTFc544dO6qsrKwqyxYsWKCWLFmilFJqyZIl6sUXX1RK1cx5N6o7C1tbW3x8fACwsLCga9eupKWlVbt+eHg4QUFBmJqa4uTkhKurK1FRUbUVt0ZoNBrMzc0BKCsro6ysDI1Gw8GDBxk3bhwA06ZNY/v27cDNc542bRoA48aN48CBA6h62AeiuvOuTnh4OMHBwWg0GgICAsjNzSUjI6O24taY1NRUdu3axRNPPAHc/BdlQ7/W/3vOt9NQrnN1/nhN//da3+95N6pi8UfJycmcPHmSXr16AbBixQq8vLyYMWOG9tYtLS0NBwcH7Tb29va3LS51VUVFBd7e3lhbWxMYGIiLiwstW7bExOTmFOx/PK8/nrOJiQlWVlZcvXrVYNnvx/+e9+/X+qWXXsLLy4vnnnuO0tJSoOFc67/97W+88847GBnd/E/76tWrDf5a/+85/64hX2e4+Q+iQYMG4evrS2hoKACZmZnY2toC0L59ezIzM4GaOe9GWSwKCgoYO3YsH374IZaWlsyZM4fExERiY2OxtbXl+eefN3TEGmVsbExsbCypqalERUVx7tw5Q0eqFf973mfOnGHJkiWcO3eO6Ohorl27xrJlywwds8bs3LkTa2vrRvVOQXXn3JCv8+9++uknTpw4wZ49e1i5ciWHDx+u8rlGo7nt3fTdanTFoqysjLFjxzJlyhTGjBkDgI2NDcbGxhgZGTFr1iztoyY7OztSUlK026ampmJnZ2eQ3DWhZcuW9O/fn2PHjpGbm0t5eTlQ9bz+eM7l5eVcv36dNm3aGCxzTfj9vPfu3YutrS0ajQZTU1Mef/zxBnWtjx49yo4dO3B0dCQoKIiDBw8yb968Bn2tb3XOU6dObdDX+Xe/57a2tmb06NFERUVhY2OjfbyUkZGBtbW1dt37Pe9GVSyUUsycOZOuXbsyf/587fI/Prvbtm0bHh4eAIwYMYLNmzdTWlpKUlISCQkJ+Pv713ru+5GVlUVubi4AxcXF7N+/n65du9K/f3++/vprAMLCwhg5ciRw85zDwsIA+PrrrxkwYECN/uukttzqvLt06aK91koptm/fXuVab9iwAaUUERERWFlZaW/n64slS5aQmppKcnIymzdvZsCAAWzcuLFBX+tbnfMXX3zRoK8zQGFhIfn5+dqf9+3bh4eHR5Vr+r/X+r7P+56b4uuhI0eOKEB5enqq7t27q+7du6tdu3apqVOnKg8PD+Xp6akeffRRlZ6ert3mrbfeUs7OzqpTp05q9+7dBkx/b06dOqW8vb2Vp6encnd3V4sWLVJKKZWYmKh69uypXFxc1Lhx41RJSYlSSqni4mI1btw45eLionr27KkSExMNGf+eVXfe/fv3Vx4eHsrd3V1NmTJF22OqsrJSPfXUU8rZ2Vl5eHio6OhoQ8a/bz/88IO2Z1BDv9a/++M5N/TrnJiYqLy8vJSXl5fq1q2beuutt5RSSmVnZ6sBAwYoV1dX9fDDD6urV68qpWrmvGW4DyGEEDo1qsdQQggh7o0UCyGEEDpJsRBCCKGTFAshhBA6SbEQQgihkxQLIf7g9/GkkpOT+fLLL/VyjPXr1/PMM8/oZd8A/fr1IyYmRm/7F42TFAshbkGfxUKI+kiKhRC3sHDhQo4cOYK3tzcffPABFRUVLFiwgJ49e+Ll5cWnn34KwKFDh+jbty8jR47E2dmZhQsXsnHjRvz9/fH09CQxMfGOj7lv3z569+6Nj48P48ePp6CggL179zJ+/HjtOocOHdLO2XCr9YXQFykWQtzC0qVLeeihh4iNjeW5555j7dq1WFlZER0dTXR0NKtXryYpKQmAU6dOsWrVKn799Vc+//xz4uPjiYqK4oknnuDjjz++o+NlZ2fz1ltv8f3333PixAn8/Px4//33GThwIJGRkRQWFgLw1VdfERQUVO36QuiLiaEDCFEf7Nu3j9OnT2vHWLp+/ToJCQk0bdqUnj17asfZcXFxYdCgQQB4enryww8/3NH+IyIiiIuL469//SsAN27coHfv3piYmDBkyBC+/fZbxo0bx65du3jnnXf48ccfb7m+EPoixUKIO6CU4uOPP2bw4MFVlh86dAhTU1Pt70ZGRtrfjYyMtKO93sn+AwMD2bRp058+CwoKYsWKFbRu3Ro/Pz8sLCxuu74Q+iCPoYS4BQsLC+2ongCDBw/m//7v/ygrKwMgPj5e+2ioJgQEBHD06FEuXLgA3BxJND4+HoC+ffty4sQJVq9eTVBQkM71hdAHKRZC3IKXlxfGxsZ0796dDz74gCeeeIJu3brh4+ODh4cHs2fPvuO7hltZv3499vb22j+lpaWsX7+eSZMm4eXlRe/evbWTVBkbGzN8+HD27Nmjbdxu165dtesLoQ8y6qwQQgid5M5CCCGETlIshBBC6CTFQgghhE5SLIQQQugkxUIIIYROUiyEEELoJMVCCCGETv8PSXA+mViyqmQAAAAASUVORK5CYII=\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"plt.plot(np.arange(AZ_BASE_ILVL, 500), eff.squeeze() * 18/3 * (1 / 60))\n",
"plt.ylabel('Max HPS per Trait')\n",
"plt.xlabel('Item Level')\n",
"plt.title('Azerite Veins')"
]
},
{
"cell_type": "code",
"execution_count": 110,
"metadata": {},
"outputs": [],
"source": [
"def av(uptime_s=12, ppm=1):\n",
" eff = plot_ilvl(267683, plot=False)\n",
" sec = secondaries()\n",
" return {'dps': 0, 'ehrps': eff.squeeze() * uptime_s / 3 * (ppm / 60) * (1 + sec.vers) * crit_multiplier(sec.crit) }\n",
"VALUES[267683] = av"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Shimmering Haven\n",
"Taking damage has a chance to create an upwelling of Azerite beneath your feet, increasing your Health by 7000 and your Armor by 198 while you stand within it. Lasts 10 sec.\n"
]
},
{
"cell_type": "code",
"execution_count": 111,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"Text(0.5, 1.0, 'Armor')"
]
},
"execution_count": 111,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": "iVBORw0KGgoAAAANSUhEUgAAAuAAAAEjCAYAAABzSrSOAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAALEgAACxIB0t1+/AAAADh0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uMy4xLjEsIGh0dHA6Ly9tYXRwbG90bGliLm9yZy8QZhcZAAAgAElEQVR4nOzdeVyVZf7/8dcBBDdWFUUgt+OCuKXgMlq5DJqN4ZSkpCWWjk3Wr7KZyqmZyr5OmDPNUlqNZYmTypQ1kuWaZlmmiGuKCyooICmILJps59y/P9AzouKSnnPg8H4+Hjw457q3z8WdF+9urnPfJsMwDERERERExCHcnF2AiIiIiEhdogAuIiIiIuJACuAiIiIiIg6kAC4iIiIi4kAK4CIiIiIiDqQALiIiIiLiQArgIiLXaf78+QwYMKDa5cOHDychIcGBFV27V199lUmTJjm7DBGROk0BXETkMr799lt+8Ytf4OvrS0BAAP3792fLli3XtO2KFSuIi4uzc4U/z/PPP897771nl32bTCYOHjxYpe3ll1/mgQcesMvxRERqKw9nFyAiUtMUFRUxYsQI3n77bUaPHk1ZWRkbNmzAy8vL2aXdkIqKCjw8NOyLiDibroCLiFzkwIEDANx///24u7vToEEDhg4dSrdu3aqs9/vf/x5/f3/atGnDihUrbO0DBw60XWWeP38+/fv3Z+rUqfj5+dG2bVs2btzI/PnzCQ0NJTAwsMp0lQkTJjBlyhSGDx9O48aN6d+/Pz/++CNPPfUU/v7+dOrUie3bt9vWP3bsGKNGjaJZs2a0adOGN954w7bs5ZdfJiYmhgceeAAfHx/mz59f5Yp0RkYGJpOJhIQEbrnlFpo2bcqf//xn2/Znz54lLi4Of39/wsLCmDVrFiEhITf0s33yyScJDQ3Fx8eHXr16sWHDBls/GjRoQH5+vm3d7du307RpU8rLywF4//33CQsLw9/fn2HDhnHkyBHbuiaTiXfeeYf27dvj5+fHY489hh70LCI1lQK4iMhFOnTogLu7O3FxcaxYsYJTp05dss7mzZvp2LEjeXl5PPvss0ycOLHawLd582a6devGyZMnGTt2LLGxsWzZsoWDBw/y4Ycf8vjjj3P69Gnb+h999BEzZswgLy8PLy8v+vXrR8+ePcnLyyMmJoann34aAKvVyt1330337t3Jzs5m7dq1/OMf/2DVqlW2fSUlJRETE0NBQQHjxo27bH3ffvst+/fvZ+3atbzyyivs3bsXgOnTp5ORkcHhw4dZs2YNH3744c/+mZ4XGRnJjh07yM/PZ+zYsdx3332UlJTQsmVL+vXrxyeffGJbd9GiRcTExFCvXj2SkpJ49dVX+fTTT8nNzeW2227j/vvvr7Lvzz//nC1btrBr1y4++uijKj8HEZEaxRARkUukpqYacXFxRnBwsOHu7m7cfffdxo8//mgYhmF88MEHRrt27WzrnjlzxgCMnJwcwzAM44477jDeffdd27pms9m27q5duwzAti/DMIyAgABj+/bthmEYRlxcnDFp0iTbsjfeeMPo1KlTle19fX0NwzCMTZs2GaGhoVXqfvXVV40JEyYYhmEYL730knHbbbdVWf7SSy8Z48aNMwzDMNLT0w3AyMzMtC2PjIw0Fi9ebBiGYbRp08ZYuXKlbdm7775rBAcHV/szAwxvb2/D19fX9uXl5WU73uX4+fkZO3bssO1/0KBBhmEYhtVqNUJCQoyvv/7aMAzDuPPOO4333nvPtp3FYjEaNGhgZGRk2I69YcMG2/L77rvPiI+Pr/a4IiLOpCvgIiKXERYWxvz588nKymL37t0cO3aMp556yra8RYsWttcNGzYEqHIV+0LNmze3vW7QoMFl2y7c9uJl1a175MgRjh07hp+fn+3r1Vdf5fjx47b1Q0NDr9rXi/tyfv/Hjh2rsv217Gvbtm0UFBTYvqZNm1Zl+V//+lfCwsLw9fXFz8+PwsJC8vLyABg1ahTff/89OTk5fPPNN7i5uXHbbbfZ+vrkk0/a+hkQEIBhGGRnZ1+1HyIiNY0+jSMichWdOnViwoQJ/Otf/3J2KVWEhobSpk0b0tLSql3HZDL97P0HBQWRlZVF586dAcjMzPzZ+wLYsGEDs2bNYu3atYSHh+Pm5oa/v79t6o6/vz9Dhw7lP//5D3v37iU2NtZWf2hoKC+88EK102hERGoTXQEXEbnIvn37eP3118nKygIqg+fixYvp27evkyurqnfv3nh7e/Paa69x9uxZLBYLu3fvvubbJV7N6NGjiY+P59SpU2RnZzN79uwb2l9xcTEeHh40a9aMiooKXnnlFYqKiqqsM3bsWBYsWMCSJUsYO3asrf23v/0t8fHx7NmzB4DCwkI+/vjjG6pHRMRZFMBFRC7i7e3N5s2b6dOnD40aNaJv37506dKF119/3dmlVeHu7s7nn3/Ojh07aNOmDU2bNmXSpEkUFhbelP2/+OKLhISE0KZNG375y18SExNzQ7diHDZsGHfeeScdOnSgVatW1K9f/5JpLdHR0aSlpdGiRQu6d+9ua7/nnnt47rnniI2NxcfHhy5dulS584yISG1iMgzdp0lERK7u7bffJjExka+//trZpYiI1Gq6Ai4iIpeVk5PDd999h9VqZf/+/bz++uvcc889zi5LRKTW04cwRUTkssrKynjkkUdIT0/Hz8+P2NhYpkyZ4uyyRERqPU1BERERERFxIE1BEblOrVu35ssvv6zSNn/+fAYMGGBb3qBBAxo3bkzz5s2ZMGGC7kcsImIHAwcOxN/fn9LSUmeXInJdFMBF7GDZsmWcPn2abdu2kZKSwowZM5xdkoiIS8nIyGDDhg2YTCY+++yzatezWCx2rcPe+xfXpAAuYkfBwcEMHz6c3bt3O7sUERGXsmDBAvr27cuECRNISEiwtU+YMIFHH32Uu+66i0aNGvHVV18xYcIEpkyZwvDhw2ncuDH9+/fnxx9/5KmnnsLf359OnTqxfft22z727t3LwIED8fPzIzw8vErAv9z+Ra6XAriIHWVmZrJ8+XJuvfVWZ5ciIuJSFixYwLhx4xg3bhyrVq3i+PHjtmWLFi3ihRdeoLi42DY98KOPPmLGjBnk5eXh5eVFv3796NmzJ3l5ecTExPD0008DUF5ezt13383QoUM5ceIEb775JuPGjWP//v1X3L/I9VAAF/kZfv3rX+Pn52f7uvjOEOeXDxgwgDvuuIPnn3/eSZWKiLieb7/9liNHjjB69Gh69epFu3btWLRokW35yJEj6d+/P25ubtSvXx+ofJhTr169qF+/Pvfccw/169dn/PjxuLu7M2bMGNsV8E2bNnH69GmmTZuGp6cngwcPZsSIESxevPiK+xe5HgrgIj/D0qVLKSgosH299dZbl11+5MgR3nrrLRo0aOCkSkVEXE9CQgJDhw6ladOmAIwdO7bKNJSLn7AK0Lx5c9vrBg0aXPL+/Ifljx07RmhoKG5u/4tIrVq1Ijs7+4r7F7keug+4iIiI1Bpnz57lo48+wmKx0KJFCwBKS0spKChg586dAJhMpp+9/5YtW5KZmYnVarWF8KNHj9KhQwfbOjeyfxFQABcREZFaZOnSpbi7u/PDDz/g6elpax89ejQLFiy44f336dOHhg0bMmvWLH73u9/x3XffsWzZMrZs2XLD+xY5T1NQREREpNZISEjgoYce4pZbbqFFixa2r8cff5yFCxdSUVFxQ/v39PRk2bJlrFixgqZNmzJlyhQWLFhAp06dblIPRPQkTBERERERh9IVcBERERERB1IAFxERERFxIAVwEREREREHUgAXEREREXGgOncbwqZNm9K6dWtnlyEict0yMjLIy8tzdhkOpTFbRGqrK43ZdS6At27dmpSUFGeXISJy3SIiIpxdgsNpzBaR2upKY7amoIiIiIiIOJACuIiIiIiIAymAi4iIiIg4kAK4iIiIiIgDKYCLiIiIiDiQAriIiIiIiAMpgIuIiIiIOJACuIiIA61JPc6izUexWg1nlyIiIk6iAC4i4iBnSit4MWk3/950BKuhAC4iUlcpgIuIOMjsrw6SU1jC/40Mx8Ndw6+ISF2l3wAiIg6w/8di3v3mMPf2DCaidYCzyxERESdSABcRsTOr1eAPn+7Cu74Hf/xVZ2eXIyIiTqYALiJiZwuTj7LtaAEv/KozAY08nV2OiIg4mQK4iIgdHS8qYdaKffyiXRNG9Qx2djkiIlIDKICLiNjR9GV7KLVY+fM9XTGZTM4uR0REagAFcBERO/ky9TjLf/iRJwabadO0kbPLERGRGkIBXETEDs7f87tD88ZMvr2ds8sREZEaxMPZBYiIuKLXVx/gWGEJn4zth6eHrnWIiMj/6LeCiMhNtiurgPkb03mg7y30aqV7fouISFUK4CIiN1GFxcq0T36gaWMvnr2zk7PLERGRGkhTUEREbqIPvssgNaeIt8b1xKd+PWeXIyIiNZCugIuI3CSZ+T/xtzUH+GVYIMO7tHB2OSIiUkMpgIuI3ASGYfD8f3/AZILpI7vont8iIlItBXARkZtgcXImG9Ly+MNdYQT7NXB2OSIiUoMpgIuI3KDM/J/48xep9Dc3YVzvW5xdjoiI1HAK4CIiN8BqNXjuk10AvDaqG25umnoiIiJXZvcAbrFYuPXWWxkxYgQA6enp9OnTB7PZzJgxYygrKwOgtLSUMWPGYDab6dOnDxkZGbZ9xMfHYzab6dixI6tWrbK1r1y5ko4dO2I2m5k5c6a9uyIicokPNx9h46GT/HFEZ0L8Gzq7HBERqQXsHsD/+c9/EhYWZnv/3HPPMXXqVA4ePIi/vz/z5s0DYN68efj7+3Pw4EGmTp3Kc889B0BqaiqJiYns2bOHlStXMmXKFCwWCxaLhccee4wVK1aQmprK4sWLSU1NtXd3RERsjpw8Q/zyfdzeoRmxkaHOLkdERGoJuwbwrKwsvvjiCyZNmgRU3iVg3bp1xMTEABAXF8fSpUsBSEpKIi4uDoCYmBjWrl2LYRgkJSURGxuLl5cXbdq0wWw2k5ycTHJyMmazmbZt2+Lp6UlsbCxJSUn27I6IiI3VavDMx7vwcDfx2qiuuuuJiIhcM7sG8KeeeopZs2bh5lZ5mJMnT+Ln54eHR+Xzf0JCQsjOzgYgOzub0NDKK0geHh74+vpy8uTJKu0XblNd++XMnTuXiIgIIiIiyM3NtUtfRaRumb8xg+SMfF4c0ZkgX9315GbSmC0irs5uAfzzzz8nMDCQXr162esQ12zy5MmkpKSQkpJCs2bNnF2OiNRyh3NPM2vVPgZ3CiSmV4izy3E5GrNFxNXZ7VH03333HZ999hnLly+npKSEoqIinnzySQoKCqioqMDDw4OsrCyCg4MBCA4OJjMzk5CQECoqKigsLKRJkya29vMu3Ka6dhERe7FYDZ5ZsgtPdzfi79XUExERuX52uwIeHx9PVlYWGRkZJCYmMnjwYBYuXMigQYNYsmQJAAkJCYwcORKA6OhoEhISAFiyZAmDBw/GZDIRHR1NYmIipaWlpKenk5aWRu/evYmMjCQtLY309HTKyspITEwkOjraXt0REQHg/W/T2XrkFNNHhtPcp76zyxERkVrIblfAq/Paa68RGxvLH//4R2699VYmTpwIwMSJE3nwwQcxm80EBASQmJgIQHh4OKNHj6Zz5854eHgwZ84c3N3dAZg9ezbDhg3DYrHw8MMPEx4e7ujuiEgdcvBEMX9ZvZ+ozs35dQ/9xU1ERH4ek2EYhrOLcKSIiAhSUlKcXYaI1DKlFRbumbORnMKzrJp6O4Hejr/6XRfHr7rYZxFxDVcavxx+BVxEpDaatXI/qTlFvDc+winhW0REXIceRS8ichXr959g3rfpxPVrxS87N3d2OSIiUsspgIuIXEFucSm//3gnHZt784e7wq6+gYiIyFVoCoqISDWsVoPff7yT4pIKFk7qS/167s4uSUREXICugIuIVGP+xgy+PpDLH38VRscW3s4uR0REXIQCuIjIZew5VsjMFfv4ZVhzHujbytnliIiIC1EAFxG5yNkyC08s3o5fw3rMiummp12KiMhNpTngIiIXeeXzVA7nneHDiX0IaOTp7HJERMTF6Aq4iMgFVu7OYXHyUR65vR39zU2dXY6IiLggBXARkXNyCs/y3Cc/0C3El6ejOji7HBERcVEK4CIigMVq8FTiDsotVt6IvRVPDw2PIiJiH5oDLiICvLE2jc3p+fwlphutmzZydjkiIuLCdIlHROq8r/af4I11acT0CiGmV4izyxERERenAC4idVpm/k88lbiDTi18+L+RXXTLQRERsTsFcBGps0rKLUxZuA2rYfDOAz1p4KlHzYuIiP1pDriI1FnTl+3hh+xC3hsfQasmmvctIiKOoSvgIlInfZSSyeLkTB4b1I5fdm7u7HJERKQOUQAXkTpnd3Yhf1q6m/7mJjwd1dHZ5YiISB2jAC4idUrhT+U8unArAY08eSP2Vtzd9KFLERFxLM0BF5E6w2o1ePqjHfxYWMJ/HulHk8Zezi5JRETqIF0BF5E64631B1m77wR/GtGZnrf4O7scERGpoxTARaRO2JCWy+trDjCyR0se7NvK2eWIiEgdpgAuIi4v69RPPJm4g/aBjYm/t6setiMiIk6lAC4iLu10aQWTElIot1h5+4FeNPTUR19ERMS59JtIRFyWxWrw5OLtpJ04zfyHImnXrLGzSxIREdEVcBFxXTNX7GXtvhO8fHdnbmvfzNnliIiIAArgIuKiEpOP8u6GdOL6teLBfq2dXY6IiIiNAriIuJyNh/L449Ld3N6hGX8a0dnZ5YiIiFShAC4iLiU97wyPfriN1k0bMXvsrXi4a5gTEZGaRb+ZRMRlFP5UzsT5W3Azwby4CHzq13N2SSIiIpfQXVBExCWUW6xMWbSVzFM/sXBSX1o1aeTskkRERC5LAVxEaj3DMHjpsz18d/Akf4npRu82Ac4uSUREpFqagiIitd4H32WwaPNRfntHO+6LCHV2OSIiIlekAC4itdpX+08w44tUhnZuzrPDOjq7HBERkatSABeRWmtvThH/b9F2OrXw4e9jeuDmZnJ2SSIiIldltwBeUlJC79696d69O+Hh4bz00ksApKen06dPH8xmM2PGjKGsrAyA0tJSxowZg9lspk+fPmRkZNj2FR8fj9lspmPHjqxatcrWvnLlSjp27IjZbGbmzJn26oqI1EBHT/7E+PeTaezlwXtxETTy0kdaRESkdrBbAPfy8mLdunXs3LmTHTt2sHLlSjZt2sRzzz3H1KlTOXjwIP7+/sybNw+AefPm4e/vz8GDB5k6dSrPPfccAKmpqSQmJrJnzx5WrlzJlClTsFgsWCwWHnvsMVasWEFqaiqLFy8mNTXVXt0RkRrkRHEJD76/mbIKKwsm9qalXwNnlyQiInLN7BbATSYTjRs3BqC8vJzy8nJMJhPr1q0jJiYGgLi4OJYuXQpAUlIScXFxAMTExLB27VoMwyApKYnY2Fi8vLxo06YNZrOZ5ORkkpOTMZvNtG3bFk9PT2JjY0lKSrJXd0SkhigqKWfC+1s4UVTKBw9F0qG5t7NLEhERuS52nQNusVjo0aMHgYGBREVF0a5dO/z8/PDwqPxTcUhICNnZ2QBkZ2cTGlp59wIPDw98fX05efJklfYLt6mu/XLmzp1LREQEERER5Obm2qu7ImJnJeUWfpOQwoHjxbz9QE963uLv7JLEDjRmi4irs2sAd3d3Z8eOHWRlZZGcnMy+ffvsebhqTZ48mZSUFFJSUmjWrJlTahCRG1NhsfL/Fm9nc3o+r4/uzsCOgc4uSexEY7aIuDqH3AXFz8+PQYMG8f3331NQUEBFRQUAWVlZBAcHAxAcHExmZiYAFRUVFBYW0qRJkyrtF25TXbuIuB7DMHj+vz+wJvU4L9/dmZE99G9dRERqL7sF8NzcXAoKCgA4e/Ysa9asISwsjEGDBrFkyRIAEhISGDlyJADR0dEkJCQAsGTJEgYPHozJZCI6OprExERKS0tJT08nLS2N3r17ExkZSVpaGunp6ZSVlZGYmEh0dLS9uiMiTvTayv18lJLFE4PNTOjfxtnliIiI3BC73bcrJyeHuLg4LBYLVquV0aNHM2LECDp37kxsbCx//OMfufXWW5k4cSIAEydO5MEHH8RsNhMQEEBiYiIA4eHhjB49ms6dO+Ph4cGcOXNwd3cHYPbs2QwbNgyLxcLDDz9MeHi4vbojIk7y7jeHeefrQ4zrcwtTozo4uxwREZEbZjIMw3B2EY4UERFBSkqKs8sQkWuwZGsWv/94J7/qGsQb99+Kex1/0E5dHL/qYp9FxDVcafzSkzBFpEb6MvU4z32yiwHmpvxtTPc6H75FRMR1KICLSI2TnJ7PY4u20aWlD+882AsvD3dnlyQiInLTKICLSI2y51ghExO2EOzfgA8e6k1jPWJeRERcjAK4iNQYe44VMu69zXh7efDviX0IaOTp7JJERERuuqsG8AMHDjBkyBC6dOkCwK5du5gxY4bdCxORumV3diFj391MI08PEif3I9ivgbNLEhERsYurBvDf/OY3xMfHU69ePQC6detmu0WgiMjN8ENW5ZXvxl4eJE7uyy1NGjq7JBEREbu5agD/6aef6N27d5U2Dw/NyRSRm2NXVgHj3ttkC9+hAQrfIiLi2q6apJs2bcqhQ4cwmSpvAbZkyRKCgoLsXpiIuL6dmQU8MG8zvg3qkTi5LyH+Ct8iIuL6rhrA58yZw+TJk9m3bx/BwcG0adOGDz/80BG1iYgL2370FOPnJePXqJ7mfIuISJ1y1QDetm1bvvzyS86cOYPVasXb29sRdYmIC9t29BRx85Lxb+RJ4uS+tFT4FhGROuSqc8Dd3d2ZNm0aDRs2tIXvnj172r0wEXFNW49UXvkOaOzJfx5R+BYRkbrnqgE8PDwcq9XK0KFDyc/PB8AwDLsXJiKuZ+uRfOLeT6aZtxf/mdyPIF+FbxERqXuuGsA9PDyYNWsWkyZN4rbbbmPr1q22D2SKiFyrlIx8xs9LJtDbi8W/6UsL3/rOLklERMQprjoH/PzV7jFjxhAeHs7YsWM5evSo3QsTEdex+fBJHpq/hRa+9Vn8m74091H4FhGRuuuqAfy9996zve7SpQsbNmwgKSnJrkWJiOtY8UMOT/5nB7cENGTRpD4EKnyLiEgdV20AX7duHYMHD+bIkSMcOXKkyrLGjRvbvTARqf0SNmbw8rI99LzFn/fGR+DfyNPZJYmIiDhdtQH866+/ZvDgwSxbtuySZSaTiXvvvdeuhYlI7WUYBn9ZtZ+31h8iqnNz3rz/VurXc3d2WSIiIjVCtQF8+vTpAHzwwQcOK0ZEar9yi5XnPtnFp9uyGdvnFl6JDsfD/aqf9xYREakzqv2tuGzZsipTT1555RW6d+9OdHQ06enpDilORGqX06UVPDx/C59uy+Z3UR3486+7KHyLiIhcpNrfjC+88ALNmjUD4PPPP+fDDz/k/fffJzo6mt/+9rcOK1BEaocTxSXEzv2ejYdOMiumG/9vSHvdslREROQyqg3gJpOJhg0bAvDpp58yceJEevXqxaRJk8jNzXVYgSJS8x3OPc2otzdy6MQZ3hsfweiIUGeXJCIiUmNVG8ANw+D06dNYrVbWrl3LkCFDbMtKSkocUpyI1Hzbj54i5p3vOVNqYfHkvgzqFOjskkRERGq0aj+E+dRTT9GjRw98fHwICwsjIiICgO3btxMUFOSwAkWk5lq79ziPLdpGoHd9Fjzcm9ZNGzm7JBERkRqv2gD+8MMPM2zYME6cOEH37t1t7S1atNCdUUSExOSjPP/fHwhv6cv7EyJp5u3l7JJERERqhSs+CTM4OJjg4OAqbbr6LVK3GYbBG2sP8vcvD3B7h2a8Pa4njbyu+lBdEREROUe/NUXkmpVVWHkxaTeJWzIZ1TOEmaO6Uk+3GRQREbkuCuAick1OFJUwZeE2Uo6c4rFB7fj90I66zaCIiMjPcNVLVw8++OA1tYmI69p6JJ8Rb37LnmNFvHn/rTwzrJPCt4iIyM901Svge/bsqfLeYrGwdetWuxUkIjWHYRh8uOkIr3yeSku/BiyY2JtOLXycXZaIiEitVu0V8Pj4eLy9vdm1axc+Pj74+Pjg7e1NYGAgI0eOdGSNIuIEJeUWnlmyiz8l7WGAuSmfPTZA4VtEROQmqDaA/+EPf6C4uJhnnnmGoqIiioqKKC4u5uTJk8THxzuyRhFxsOyCs9z3zvcs2ZrFE4PNzIuLxLdhPWeXJSIi4hKuOge8d+/eFBYW2t4XFBSwdOlSuxYlIs6z8WAed7/5Lel5Z5j7YC+eHtoRNzfN9xYREblZrhrAp0+fjq+vr+29n58f06dPt2tRIuJ4hmHw3obDPDBvMwGNPEl6vD9Dw1s4uywRERGXc9UPYVqt1kvaKioq7FKMiDjHT2UVPPfJDyzbeYw7w1vw19HdaayH64iIiNjFVX/DRkRE8PTTT/PYY48BMGfOHHr16mX3wkTEMY6cPMMj/97K/uPFPHtnRx69o51uMSgiImJHV52C8uabb+Lp6cmYMWOIjY2lfv36zJkz56o7zszMZNCgQXTu3Jnw8HD++c9/ApCfn09UVBTt27cnKiqKU6dOAZV//n7iiScwm81069aNbdu22faVkJBA+/btad++PQkJCbb2rVu30rVrV8xmM0888QSGYVz3D0CkLvtq/wnufvNbcgpLSHioN1MGmhW+RURE7OyqV8AbNWrEzJkzOXPmDI0aNbr2HXt48Prrr9OzZ0+Ki4vp1asXUVFRzJ8/nyFDhjBt2jRmzpzJzJkzee2111ixYgVpaWmkpaWxefNmHn30UTZv3kx+fj7Tp08nJSUFk8lEr169iI6Oxt/fn0cffZR3332XPn36cNddd7Fy5UqGDx9+Qz8QkbrAajWY89VB/vblATq18GHug70IDWjo7LJERETqhKteAd+4cSOdO3cmLCwMgJ07dzJlypSr7jgoKIiePXsC4O3tTVhYGNnZ2SQlJREXFwdAXFyc7Y4qSUlJjB8/HpPJRN++fSkoKCAnJ4dVq1YRFRVFQEAA/v7+REVFsXLlSnJycigqKqJv376YTCbGjx+vu9p5DRUAAB+YSURBVLOIXIPiknIe+XArr685wMjuLfn00V8ofIuIiDjQVQP41KlTWbVqFU2aNAGge/fufPPNN9d1kIyMDLZv306fPn04fvw4QUFBALRo0YLjx48DkJ2dTWhoqG2bkJAQsrOzr9geEhJySbuIVO/giWJGzvmOdftO8OKIzvx9TA8aeLo7uywREZE65Zpuc3BhAAZwd7/2X9inT59m1KhR/OMf/8DHp+pT9Ewmk0Pmm86dO5e5c+cCkJuba/fjidQ0hmHw701HeHX5Xhp7ebBwUh/6tm3i7LJELktjtoi4uqteAQ8NDWXjxo2YTCbKy8v561//apuOcjXl5eWMGjWKcePGce+99wLQvHlzcnJyAMjJySEwMBCA4OBgMjMzbdtmZWURHBx8xfasrKxL2i9n8uTJpKSkkJKSQrNmza6pdhFXcbyohLgPtvBi0h76tGnC8iduU/iWGk1jtoi4uqsG8HfeeYc5c+aQnZ1NcHAwO3bsuKa7oBiGwcSJEwkLC+Ppp5+2tUdHR9vuZJKQkMDIkSNt7QsWLMAwDDZt2oSvry9BQUEMGzaM1atXc+rUKU6dOsXq1asZNmwYQUFB+Pj4sGnTJgzDYMGCBbZ9iUilFT/kMOwf35CcfpL/GxnO/IciCfSp7+yyRERE6rRqp6A899xzvPbaa3z11VcsXLjwunf83Xff8e9//5uuXbvSo0cPAF599VWmTZvG6NGjmTdvHq1ateKjjz4C4K677mL58uWYzWYaNmzIBx98AEBAQAB/+tOfiIyMBODFF18kICAAgLfeeosJEyZw9uxZhg8frjugiJxTVFLOy5/t4dNt2XQP8eVvY3rQrlljZ5clIiIigMmo5ubZXbt2ZdeuXfTq1avKPblru4iICFJSUpxdhojdbD58kqc/2smPRSU8NsjM/xtspp77Vf/YJbVAXRy/6mKfRcQ1XGn8qvYK+J133om/vz+nT5/Gx8cHwzAwmUy270VFRXYrWESuX2mFhb+tPsDcDYdpFdCQj3/bj563+Du7LBEREblItZfFZsyYQUFBAb/61a8oKiqiuLi4yncRqTn2/VjEyNnf8a9vDhMbeQtfPHGbwreIiEgNVe0V8H79+rFt27ZLbh0oIjWH1Wrw/nfpzFq5H58GHsyLi2BIWHNnlyUiIiJXUG0ALysrY9GiRWzcuJFPP/30kuXnbysoIs6RkXeGaZ/uYtPhfKI6N2fmvV1p0tjL2WWJiIjIVVQbwN955x0WLlxIQUEBy5Ytq7LMZDIpgIs4SYXFyrsb0vnHlwfwdHfjtVFdGR0R6pCHWomIiMiNqzaADxgwgAEDBhAREcHEiRMdWZOIVCP1WBHPfrKT3dlFDAtvzvToLrTw1X29RUREapNqP4Q5a9YsACZOnMjHH39cZdnzzz9v36pEpIqyCit/W3OA6Nnf8mNhCW+N68m/HoxQ+BYREamFqg3giYmJttfx8fFVlq1cudJ+FYlIFRvScrnzn9/wxto07u7ekjVT7+CurkHOLktERER+pmqnoFz4fJ6Ln9VTzbN7ROQmyi44y4zPU1mx+0daNWnIBw9FMqhjoLPLEhERkRtUbQC/8ANdF3+4Sx/2ErGf0goL735zmNlfHQTg90M7MOm2ttSv5+7kykRERORmqDaA79y50/YEzLNnz9ruB24YBiUlJQ4rUKQu+Wr/CaZ/toeMkz9xZ3gL/jgijBD/hs4uS0RERG6iagO4xWJxZB0idVpm/k+88nkqa1KP07ZpIxY83JvbOzRzdlkiIiJiB9UGcBGxv5JyC//6+jBvrT+Im8nEs3d2ZOKANnh5aLqJiIiIq1IAF3GSL1OP88rnqRzN/4lfdQvihbvCaOnXwNlliYiIiJ0pgIs42JGTZ5i+LJV1+05gDmzMwkl96G9u6uyyRERExEEUwEUc5ExpBf/6+hDvfHOYem4mnr+rExN+0QZPj2pvxy8iIiIuSAFcxM7KLVYSk4/yz7Vp5J0uI7p7S174VRjNffQUSxERkbpIAVzETgzDYE3qcWau2MfhvDP0bhPA3PGd6HmLv7NLExERESdSABexgx2ZBcQv38vm9HzaNWvEe+MjGBIWqIdYiYiIiAK4yM20N6eI11cf4Mu9x2nSyJP/+3UX7o8MxcNd87xFRESkkgK4yE1wKPc0f19zgM935eBd34PfRXXgoQFtaOylf2IiIiJSldKByA3IzP+Jf3yZxn+3Z1G/njuPDzLzm9va4tuwnrNLExERkRpKAVzkZ8gpPMvsdQf5z5ZM3N1MPNy/DY8ObEeTxl7OLk1ERERqOAVwkeuQXXCWuV8fYvGWTAzDYGyfW3hskFm3FBQREZFrpgAucg3S887w9vqDfLotG5MJRvUM4fHBZkL8Gzq7NBEREallFMBFrmDfj0XM+eoQX+w6Rj13Nx7o24rJt7elpV8DZ5cmIiIitZQCuMhl7MgsYPa6g3y59ziNPN35ze1tmTSgLc28NcdbREREbowCuMg5hmGw6XA+c746yLcH8/BtUI+nftmeCb9ojV9DT2eXJyIiIi5CAVzqvNIKC8t/yGH+xiPszCygaWMv/jC8E+P6ttJ9vEVEROSmU7qQOivvdCkLvj/Cos1HyDtdRttmjfi/keHcFxFK/Xruzi5PREREXJQCuNQ56XlneHfDYT7ZmkWZxcrgjoHE/aI1A8xNcXMzObs8ERERcXEK4FInlFusrN17gsQtR/n6QC713N0Y1TOYSbe1pV2zxs4uT0REROoQBXBxaZn5P5G45SgfpWSRW1xKC5/6/L/B7Xmg7y0EeuvhOSIiIuJ4CuDicsotVr5MPc6i5KN8ezAPEzCoYyD3976FgR2b4eHu5uwSRUREpA5TABeXceTkGRK3ZPJxShZ5p0tp6VufJ4e0Z3REqB6cIyIiIjWGArjUamUVVtakHmfxuavdbiYY3Kk5Y/uEckeHQNz1oUoRERGpYez2t/iHH36YwMBAunTpYmvLz88nKiqK9u3bExUVxalTp4DKB6A88cQTmM1munXrxrZt22zbJCQk0L59e9q3b09CQoKtfevWrXTt2hWz2cwTTzyBYRj26orUQOl5Z4hfsZd+8Wt5bNE20vPO8HRUBzZOG8J7cREM7tRc4VtERERqJLsF8AkTJrBy5coqbTNnzmTIkCGkpaUxZMgQZs6cCcCKFStIS0sjLS2NuXPn8uijjwKVgX369Ols3ryZ5ORkpk+fbgvtjz76KO+++65tu4uPJa6ntMLCZzuPcf/cTQz663re25BORGt/5j8UyTfPDuKJIe1p4asPVoqIiEjNZrcpKLfffjsZGRlV2pKSkli/fj0AcXFxDBw4kNdee42kpCTGjx+PyWSib9++FBQUkJOTw/r164mKiiIgIACAqKgoVq5cycCBAykqKqJv374AjB8/nqVLlzJ8+HB7dUec6FDuaRKTj7JkaxanfionxL8BzwzryH29Qgj0UeAWERGR2sWhc8CPHz9OUFAQAC1atOD48eMAZGdnExoaalsvJCSE7OzsK7aHhIRc0l6duXPnMnfuXAByc3Nvap/EPvLPlLEm9Uc+3ZbN5vR8PNxMRHVuzv29b9EDc0RcnMZsEXF1TvsQpslkwmRyTIiaPHkykydPBiAiIsIhx5TrV3i2nOU/5PDFrhy+P3wSi9WgVZOGPHtnR2J6hei+3SJ1hMZsEXF1Dg3gzZs3Jycnh6CgIHJycggMDAQgODiYzMxM23pZWVkEBwcTHBxsm7Jyvn3gwIEEBweTlZV1yfpS+1RYrGxIy2PJtizWpB6nrMJK6yYNeeT2ttzVNYjwlj4O+x81EREREUdw6BNJoqOjbXcySUhIYOTIkbb2BQsWYBgGmzZtwtfXl6CgIIYNG8bq1as5deoUp06dYvXq1QwbNoygoCB8fHzYtGkThmGwYMEC276k5iu3WNmQlssfl/5A3/h1PDR/CxsP5nF/ZCifPd6fr34/kGfv7ESXYF+FbxEREXE5drsCfv/997N+/Xry8vIICQlh+vTpTJs2jdGjRzNv3jxatWrFRx99BMBdd93F8uXLMZvNNGzYkA8++ACAgIAA/vSnPxEZGQnAiy++aPtA5ltvvcWECRM4e/Ysw4cP1wcwa7jSCgvfHMhjxe4c1u49QeHZchrUc2dQp2b8ukcwAzsG4umhJ1SKiIiI6zMZdewG2hEREaSkpDi7jDrhTGkFG9Ly+HLvcVbt+ZHikgp8G9RjSFggd4a34PYOzahfz93ZZYrUGnVx/KqLfRYR13Cl8UtPwpSbKqfwLF/uPcHavcfZeOgkZRVWvOt7ENW5OXd3b8kAc1PquetKt4iIiNRdCuByQ6xWg93HCm2he8+xIgBaNWnIg31bMSQskMjWAQrdIiIiIucogMt1Kym3sPFQHmtST7Bu33GOF5XiZoJerfyZNrwTvwwLpF2zxvoApYiIiMhlKIDLNTlRXMK6vSf4cu8Jvj2YS0m5lUae7tzRsRlDOjVnUKdAAhp5OrtMERERkRpPAVwu60xpBd8ezGP9/hOkZJwi7cRpAIL9GjAmIpQhYc3p0zYALw99iFJERETkeiiAC1D5QJydWQVsOpzPpsMn2Xw4nzKLFW8vDyLbBPDrW4MZ3CmQTi28NbVERERE5AYogNdRhmFw4PhptmTkk5yez/r9JygqqQCgQ/PGjO/XisFhgUS0CtD9uUVERERuIgXwOsIwDDLzz5JyJJ+UI6f4en8u2QVnAWja2JOh4S0Y1DGQfu2aaC63iIiIiB0pgLsowzA4eOI03x8+yeb0fLak53OiuBQAby8P+rRtwuODzQwwNyXEv4GmlYiIiIg4iAK4i7BaDQ7lnmbb0VN8f+gkGw+dtAXuIN/6/KJdEyJaB9CrlT8dmnvj7qbALSIiIuIMCuC11NkyC9uPniI5I5+tR06xI7OA4nNzuJs29qRfu6b0b9eEX7RrSmiArnCLiIiI1BQK4LVAucXK/h+L2Z1dyA/nvvbmFFFuMXAzQYfm3tzdvSW3hvrRs5U/bZs2UuAWERERqaEUwGuYcouVtOOn+SG7oDJsZxWy98diyiqsAHjX96BLS18eHtCGvm2a0Ku1Pz716zm5ahERERG5VgrgTlRhsZJ24rQtaP+QXUhqTtH/wraXB+HBPkz4RWu6BPvSLdiXWwIa4qb52yIiIiK1lgK4g1RYrBzMPW0L2j9kF5J6rIjSc2G7kac7XYJ9Gd+3FV1DfOka7EvrJo0UtkVERERcjAK4HVislbcA/CG7kN3ZhezKKiA1p4iS8v+F7fBgXx7o24quwb50DfGljcK2iIiISJ2gAH4DrFaDzFM/sTeniL05xez/sZj0vDNknDxju7Ld0NOd8JY+jO3diq4hPnQN9qNN00a6DaCIiIhIHaUAfg0Mw+DUT+Uczj3N3h+L2ZdTxN6cIvb/WMyZMgsAJhO0btKIds0acVv7pnRu6UPXYF/aNmussC0iIiIiNgrgV7Fydw7PffIDhWfLbW3e9T0IC/IhplcIYUE+hAX50KG5Nw083Z1YqYiIiIjUBgrgVxHi35AR3YJo07QRbZs1omMLH1r61td9tkVERETkZ1EAv4ouwb78+Z6uzi5DRERERFyEm7MLEBERERGpSxTARUREREQcSAFcRERERMSBFMBFRERERBxIAVxERERExIEUwEVEREREHEgBXERERETEgRTARUREREQcSAFcRERERMSBFMBFRERERBxIAVxERERExIE8nF2AiIiIiMiNMgyDcovB2XILZ8ssVb6XXKbt/OuScgs/lZ3/quBMmYWfSiuqvF/91O34N/K8abUqgIuIiIjITVdhsVJacf7LQmn5Ba8rrJRV0175vvJ1ybmg/FPZRSG63EpJmYWfyis4W/a/9SxW47rrrF/Pjfr13Gnk6UFDT3caennQyNMdv4b1aOjpQSMvd9xMppv6s1EAFxEREamlzl/1rbBaKa8wKLNYq31dbrFSYTEot1grl13w+uJlldtcORxfHKzLKqou+zlh+EJuJmhQz50Gnu7Ur+de5bVfg3o08KlPQ0936nueW3bJum7nvntcsNyt6r483HFzu7nh+lrU+gC+cuVKnnzySSwWC5MmTWLatGnOLklEREScyDAMLFYDy/nvVgOrFSqs1su2WQ2Disu1WSr3cXGb1TCwVNNmsVYGzwrr/9oqw62VsnMB9+LX5ZaqAfmygfjC9xVWKqyVr8stNxZyr8TDzYSXhxte9dwrv3u44eXhjle9ytcNzgVhr3pueLpXXeblcW6betW8vsK6nueO5eFmwnSTrzzXFLU6gFssFh577DHWrFlDSEgIkZGRREdH07lzZ2eXJiIidYRhGFiNC75jYBhgGGA1DAzOfbdWLrvqutZzbReti+39uXXPfbeeW17Zdu619X9tlyy3Xtr+v+NULrdcsC+LLUhe8GUYWCxVA+7l2i4MsRe3VQm9F7VZz+3vcm2XHPfC49v259z/Jqrj6eFGPTcT9TzcqOde9bWHm6lyubsb9dxNNPbysL32cK8MuPXcTefa/ve6ctmlryvfm85td8Hrc8G2nrub7XgXHvv8eh5ulccV+6jVATw5ORmz2Uzbtm0BiI2NJSkpSQFcRKSOyi0u5f53N2EY50Ns1bBqXBR+zwda48KgfIV1uThU19Cg50gmE7ibTLi7XfR1jW1uJhMebibczoXC+vWqtp3/7l5N2/n9XK7tcsc9v/3l2s4f95I298rv7ldqu2DZxceu51752lWv5sr1q9UBPDs7m9DQUNv7kJAQNm/efMl6c+fOZe7cuQDk5uY6rD4REbl+NzJm13M30aF5Y0wmEybAzWTCZDr3HTCZTLiZ+F+bicuvawITVdflgv1cuK3bReuaLjrmpeuCm9v/6rniuuePfdm+VL52M5lwc7vgtW3byu9ubv9rO7/8/LaVAfiCdS9Y7n7hdtUFXJPJKfNnRWq7Wh3Ar9XkyZOZPHkyABEREU6uRkREruRGxmy/hp68Na6XPcoSEblpavXknuDgYDIzM23vs7KyCA4OdmJFIiIiIiJXVqsDeGRkJGlpaaSnp1NWVkZiYiLR0dHOLktEREREpFq1egqKh4cHs2fPZtiwYVgsFh5++GHCw8OdXZaIiIiISLVqdQAHuOuuu7jrrrucXYaIiIiIyDWp1VNQRERERERqGwVwEREREREHUgAXEREREXEgBXAREREREQcyGUbdepBu06ZNad269TWvn5ubS7NmzexXkJOpf7WbK/fPlfsGP69/GRkZ5OXl2amimul6x2xw7f92XLlvoP7Vdq7cv5s9Zte5AH69IiIiSElJcXYZdqP+1W6u3D9X7hu4fv+cyZV/tq7cN1D/ajtX7t/N7pumoIiIiIiIOJACuIiIiIiIA7m//PLLLzu7iJquV69ezi7BrtS/2s2V++fKfQPX758zufLP1pX7BupfbefK/buZfdMccBERERERB9IUFBERERERB6rzATwzM5NBgwbRuXNnwsPD+ec//wnAyy+/THBwMD169KBHjx4sX77ctk18fDxms5mOHTuyatUqZ5V+VSUlJfTu3Zvu3bsTHh7OSy+9BEB6ejp9+vTBbDYzZswYysrKACgtLWXMmDGYzWb69OlDRkaGE6u/uur6N2HCBNq0aWM7dzt27ADAMAyeeOIJzGYz3bp1Y9u2bc4s/5pZLBZuvfVWRowYAbjO+YNL++Zq565169Z07dqVHj16EBERAUB+fj5RUVG0b9+eqKgoTp06BdTePjqaK4/Z4Nrjtsbs2nvuLuTK47ZDx2yjjjt27JixdetWwzAMo6ioyGjfvr2xZ88e46WXXjL+8pe/XLL+nj17jG7duhklJSXG4cOHjbZt2xoVFRWOLvuaWK1Wo7i42DAMwygrKzN69+5tfP/998Z9991nLF682DAMw3jkkUeMt956yzAMw5gzZ47xyCOPGIZhGIsXLzZGjx7tnMKvUXX9i4uLMz7++ONL1v/iiy+MO++807Barcb3339v9O7d29El/yyvv/66cf/99xu/+tWvDMMwXOb8GcalfXO1c9eqVSsjNze3StszzzxjxMfHG4ZhGPHx8cazzz5rGEbt7aOjufKYbRiuPW5rzK695+5CrjxuO3LMrvNXwIOCgujZsycA3t7ehIWFkZ2dXe36SUlJxMbG4uXlRZs2bTCbzSQnJzuq3OtiMplo3LgxAOXl5ZSXl2MymVi3bh0xMTEAxMXFsXTpUqCyb3FxcQDExMSwdu1ajBr8EYHq+ledpKQkxo8fj8lkom/fvhQUFJCTk+Oocn+WrKwsvvjiCyZNmgRU/h+3q5y/i/t2JbXx3FXnwvN08flzlT7akyuP2eDa47bG7Np77s6ri+O2vcbsOh/AL5SRkcH27dvp06cPALNnz6Zbt248/PDDtj85ZGdnExoaatsmJCTkioO/s1ksFnr06EFgYCBRUVG0a9cOPz8/PDw8gKr1X9g3Dw8PfH19OXnypNNqvxYX9+/8uXvhhRfo1q0bU6dOpbS0FKh95w7gqaeeYtasWbi5Vf5TPXnypMucv4v7dp6rnDuoDBxDhw6lV69ezJ07F4Djx48TFBQEQIsWLTh+/DhQe/voTK44ZoNrj9sas2vvuQPXH7cdOWYrgJ9z+vRpRo0axT/+8Q98fHx49NFHOXToEDt27CAoKIjf/e53zi7xZ3F3d2fHjh1kZWWRnJzMvn37nF3STXVx/3bv3k18fDz79u1jy5Yt5Ofn89prrzm7zJ/l888/JzAw0CVv6VRd31zl3J337bffsm3bNlasWMGcOXP45ptvqiw3mUxXvAIo1XPVMRtce9zWmF171YVx25FjtgI4lX8KGzVqFOPGjePee+8FoHnz5ri7u+Pm5sZvfvMb258sg4ODyczMtG2blZVFcHCwU+q+Hn5+fgwaNIjvv/+egoICKioqgKr1X9i3iooKCgsLadKkidNqvh7n+7dy5UqCgoIwmUx4eXnx0EMP1dpz99133/HZZ5/RunVrYmNjWbduHU8++aRLnL/L9e2BBx5wmXN33vkaAwMDueeee0hOTqZ58+a2P1Pm5OQQGBhoW7c29tEZ6sKYDa49bmvMrn3nri6M244cs+t8ADcMg4kTJxIWFsbTTz9ta79wHs9///tfunTpAkB0dDSJiYmUlpaSnp5OWloavXv3dnjd1yI3N5eCggIAzp49y5o1awgLC2PQoEEsWbIEgISEBEaOHAlU9i0hIQGAJUuWMHjw4Bp9de5y/evUqZPt3BmGwdKlS6ucuwULFmAYBps2bcLX19f2Z6WaKD4+nqysLDIyMkhMTGTw4MEsXLjQJc7f5fr24Ycfusy5Azhz5gzFxcW216tXr6ZLly5VztPF56+29dEZXHnMBtcetzVm195zB64/bjt8zP45nxJ1JRs2bDAAo2vXrkb37t2N7t27G1988YXxwAMPGF26dDG6du1q3H333caxY8ds28yYMcNo27at0aFDB2P58uVOrP7Kdu7cafTo0cPo2rWrER4ebkyfPt0wDMM4dOiQERkZabRr186IiYkxSkpKDMMwjLNnzxoxMTFGu3btjMjISOPQoUPOLP+qquvfoEGDjC5duhjh4eHGuHHjbJ+6t1qtxpQpU4y2bdsaXbp0MbZs2eLM8q/LV199ZfvEuaucv/Mu7JsrnbtDhw4Z3bp1M7p162Z07tzZmDFjhmEYhpGXl2cMHjzYMJvNxpAhQ4yTJ08ahlE7++gMrjxmG4Zrj9sas2vvubuYK47bjh6z9SRMEREREREHqvNTUEREREREHEkBXERERETEgRTARUREREQcSAFcRERERMSBFMBFRERERBxIAVzqjMaNGwOVj69etGiRXY4xf/58Hn/8cbvsG2DgwIGkpKTYbf8iIjWFxmxxZQrgUufYczAXEZGbS2O2uCIFcKlzpk2bxoYNG+jRowd///vfsVgsPPPMM0RGRtKtWzf+9a9/AbB+/XruuOMORo4cSdu2bZk2bRoLFy6kd+/edO3alUOHDl3zMVevXk2/fv3o2bMn9913H6dPn2blypXcd999tnXWr1/PiBEjql1fRKQu0pgtrkgBXOqcmTNnctttt7Fjxw6mTp3KvHnz8PX1ZcuWLWzZsoV3332X9PR0AHbu3Mk777zD3r17+fe//82BAwdITk5m0qRJvPnmm9d0vLy8PGbMmMGXX37Jtm3biIiI4G9/+xu//OUv2bx5M2fOnAHgP//5D7GxsdWuLyJSF2nMFlfk4ewCRJxt9erV7Nq1iyVLlgBQWFhIWloanp6eREZGEhQUBEC7du0YOnQoAF27duWrr766pv1v2rSJ1NRU+vfvD0BZWRn9+vXDw8ODO++8k2XLlhETE8MXX3zBrFmz+Prrry+7voiIaMwW16AALnWeYRi8+eabDBs2rEr7+vXr8fLysr13c3OzvXdzc6OiouKa9x8VFcXixYsvWRYbG8vs2bMJCAggIiICb2/vK64vIlLXacwWV6ApKFLneHt7U1xcbHs/bNgw3n77bcrLywE4cOCA7U+MN0Pfvn357rvvOHjwIABnzpzhwIEDANxxxx1s27aN/9++HZtYCEQBFH0fazCzAhEFM3uwAM0Fy7EAk+nCVmzFyM1+tMtuNAvfc2CyF0z0uAzMvu8xTdOv8wBPY2fziQQ4j9O2bRRFEV3XxbZtsSxL1HUdfd9H0zSxruufX0q+k1KKqqre57quSCnFPM/Rtm0MwxDneUZERFEUMY5jHMfx/sxTluWP8wBPY2fziV73fd//fQkAAHgKL+AAAJCRAAcAgIwEOAAAZCTAAQAgIwEOAAAZCXAAAMhIgAMAQEYCHAAAMvoCyJCnntszPhUAAAAASUVORK5CYII=\n",
"text/plain": [
"<Figure size 864x288 with 2 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"_,ax,eff = plot_ilvl(271557)\n",
"ax[0].set_title('HP')\n",
"ax[1].set_title('Armor')"
]
},
{
"cell_type": "code",
"execution_count": 112,
"metadata": {},
"outputs": [],
"source": [
"def haven(melee_size=DEFAULT_MELEE_SIZE, melee_freq=DEFAULT_MELEE_FREQ, ppm=1):\n",
" eff = plot_ilvl(271557, plot=False)\n",
" armor = eff[:,1].squeeze()\n",
" \n",
" return {'dps': 0, 'ehrps': melee_size / melee_freq * armor_reduction(armor) * 10 * ppm / 60 * (1-DEFAULT_ILVL_DODGE)}\n",
"VALUES[271557] = haven"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Impassive Visage\n",
"When you take damage, heal for 2020. Cannot occur more than once every 6 sec.\n"
]
},
{
"cell_type": "code",
"execution_count": 113,
"metadata": {},
"outputs": [
{
"data": {
"image/png": "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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"_, _, eff = plot_ilvl(268437)"
]
},
{
"cell_type": "code",
"execution_count": 114,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"Text(0.5, 1.0, 'Impassive Visage')"
]
},
"execution_count": 114,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": "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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"plt.plot(np.arange(AZ_BASE_ILVL, 500), eff.squeeze() / 6)\n",
"plt.ylabel('Max HPS per Trait (Pre-Crit)')\n",
"plt.xlabel('Item Level')\n",
"plt.title('Impassive Visage')"
]
},
{
"cell_type": "code",
"execution_count": 115,
"metadata": {},
"outputs": [],
"source": [
"def iv(uptime_s=12, ppm=1):\n",
" eff = plot_ilvl(268437, plot=False)\n",
" sec = secondaries()\n",
" return {'dps': 0, 'ehrps': eff.squeeze() / 6 * (1 + sec.vers) * crit_multiplier(sec.crit) }\n",
"VALUES[268437] = iv"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Concentrated Mending\n",
"\n",
"Your healing effects have a chance to grant the target 42 additional healing every 2 sec for 12 sec. This effect doubles every 2 sec."
]
},
{
"cell_type": "code",
"execution_count": 116,
"metadata": {},
"outputs": [
{
"data": {
"image/png": "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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"_, _, eff = plot_ilvl(267882)"
]
},
{
"cell_type": "code",
"execution_count": 117,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"Text(0.5, 1.0, 'Concentrated Mending')"
]
},
"execution_count": 117,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": "iVBORw0KGgoAAAANSUhEUgAAAYUAAAEWCAYAAACJ0YulAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAALEgAACxIB0t1+/AAAADh0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uMy4xLjEsIGh0dHA6Ly9tYXRwbG90bGliLm9yZy8QZhcZAAAgAElEQVR4nO3deXxNd/7H8ddNQohEIpIQSZrgWiMLLqG0hIa2lFoTtURpdajRqpkyXQYdU0unWi1tpaNk1FJMSVtLaYlBEUG0tUYkZGtkERLZbm6+vz/85o6USJCbm+XzfDz6eLjnnnvO++Ro3s5yv0ejlFIIIYQQgIW5AwghhKg+pBSEEEIYSSkIIYQwklIQQghhJKUghBDCSEpBCCGEkZSCEGY2b948xo0bZ+4YpfTt25d//vOfAKxbt44BAwaYOZGoKlIKolKtX78enU6Hra0trq6uPPXUUxw8eNDcse4qISEBjUZDcXHxQy3Hy8uLH374oZJSlRYZGYlGo2HYsGGlpp86dQqNRkPfvn1Nst7bjR07lt27d5t8PaJ6kFIQlWbp0qW8+uqrvPHGG6SlpXHlyhWmTZtGRESEuaM9sIctjMrg7OzM4cOHyczMNE4LDw+nbdu2ZkwlaispBVEprl+/zl//+ldWrFjB8OHDadSoEfXq1eOZZ57hvffeA6CwsJBXX32VFi1a0KJFC1599VUKCwuBW/8idnd35/3338fFxQVXV1dWr15tXH5+fj6zZs3C09MTe3t7evfuTX5+PgBHjhzh0UcfxcHBAT8/PyIjI42f69u3L2+//Ta9evXCzs6OAQMGkJGRAcDjjz8OgIODA7a2thw+fJg1a9bQq1cvZs6cSdOmTZk3bx5xcXH069ePpk2b4uTkxNixY8nOzgZg/PjxXLlyhWeeeQZbW1uWLFlSbqb4+Hj69OmDnZ0dQUFBxjxlqV+/Ps8++ywbN24EwGAw8NVXXzF27NhS8507d46goCAcHR1p164dmzZtMr43ceJEXn75ZQYNGoSdnR0BAQHExcUZ39+zZw/t27fH3t6e6dOnc/tAB2vWrKF3797G1xqNhs8++4w2bdrg4ODAyy+/bJzfYDAwa9YsnJycaNmyJcuXL6+UozFRhZQQlWDnzp3K0tJS6fX6Mud5++23VUBAgEpLS1NXr15VPXv2VG+99ZZSSql9+/YpS0tL9fbbb6uioiK1fft21bBhQ5WVlaWUUmratGmqT58+KikpSRUXF6tDhw6pgoIClZSUpBwdHdX27duVwWBQu3fvVo6Ojurq1atKKaX69OmjWrVqpc6fP6/y8vJUnz591OzZs5VSSsXHxyugVObVq1crS0tL9dFHHym9Xq/y8vJUbGys2r17tyooKFBXr15Vjz32mHrllVeMn/H09FR79uwxvi4vU48ePdTMmTNVQUGB2r9/v7K1tVVjx469689s3759ys3NTR06dEh1795dKaXU9u3b1YABA9Tnn3+u+vTpo5RSKjc3V7m7u6svvvhC6fV6deLECdW0aVN1+vRppZRSoaGhytHRUR09elTp9Xr13HPPqeDgYKWUUunp6crW1lZt3rxZFRUVqaVLlypLS0v1+eefG38mvXr1MmYC1KBBg9S1a9fU5cuXlZOTk9q5c6dSSqlPP/1UdejQQSUmJqqsrCzVv3//O37GonqTUhCV4ssvv1TNmjW75zytWrVS27dvN77etWuX8vT0VErd+uXXoEGDUr88nJ2d1eHDh5XBYFANGjRQMTExdyxz0aJFaty4caWmDRgwQK1Zs0YpdasU/va3vxnfW7FihRo4cKBSquxS8PDwuOd2bN26Vfn7+xtf/74U7pXp8uXLytLSUuXm5hrfGzNmTLmloJRSWq1WnTt3TgUHB6svv/yyVCls3LhR9e7du9Rnp0yZoubNm6eUulUKkydPNr63fft21a5dO6WUUuHh4SogIMD4XklJiXJzc7tnKRw4cMD4etSoUWrhwoVKKaUCAwPVZ599Znxvz549Ugo1jJw+EpWiadOmZGRk3PM0QUpKCp6ensbXnp6epKSklFqGlZWV8bWNjQ25ublkZGRQUFBA69at71jm5cuX2bx5Mw4ODsb/Dh48SGpqqnGe5s2b37HMe/Hw8Cj1Oi0tjZCQENzc3GjcuDHjxo275ymfe2VKSUmhSZMmNGrUqNTPoSLGjx/P8uXL2bdv3x0Xni9fvszRo0dLrXPdunX89ttv5f4cUlJSSm2zRqO542fwexVdVnnLEdWPVfmzCFG+nj17Ym1tzbZt2xg5cuRd52nRogWXL1/G29sbgCtXrtCiRYtyl+3k5ESDBg2Ii4vDz8+v1HseHh6MHz+ezz///L4zazSaCk1/44030Gg0/PLLLzg6OrJt2zamT59e5vz3ynT58mWuXbvGzZs3jcVw5cqVMrPcbvz48Wi1WiZMmICNjc0d6+zTpw979uwpdzm/5+rqSmJiovG1UqrU6/tdVlJSkvH1gy5HmI8cKYhKYW9vzzvvvMPLL7/Mtm3byMvLQ6/Xs3PnTl5//XUAxowZw4IFC0hPTycjI4N33nmnQvfnW1hYMGnSJF577TVSUlIwGAwcPnyYwsJCxo0bx7fffsv333+PwWCgoKCAyMjIUr+YyuLs7IyFhQWXLl2653w5OTnY2tpib29PcnKy8cL5fzVr1qzUMu6VydPTE51Ox9y5cykqKuLgwYN8++235WYFaNmyJfv37+fvf//7He8NHjyYCxcusHbtWvR6PXq9nmPHjnH27Nlylzto0CBOnz7N119/TXFxMR999FGpI4z7MXr0aJYtW0ZycjLZ2dksXrz4gZYjzEdKQVSaWbNmsXTpUhYsWICzszMeHh4sX76cZ599FoC33noLnU6Hr68vPj4+dOnShbfeeqtCy/7HP/6Bj48P3bp1w9HRkdmzZ1NSUoKHhwcRERG8++67xnW+9957lJSUlLtMGxsb3nzzTXr16oWDgwNHjhy563xz587lxIkT2NvbM2jQIIYPH17q/b/85S8sWLAABwcH/vGPf5Sbaf369Rw9ehRHR0fmz5/PhAkTKvQzAOjdu/ddj67s7OzYvXs3GzdupEWLFjRv3pzZs2cb7+66FycnJzZv3sycOXNo2rQpsbGx9OrVq8KZbvfiiy8yYMAAfH196dy5M08//TRWVlZYWlo+0PJE1dMoJQ/ZEUKYxs6dO/nDH/7A5cuXzR1FVJAcKQghKk1+fj47duyguLiY5ORk5s+ff8dFcVG9yZGCEKLS5OXl0adPH86dO0fDhg0ZNGgQy5Yto3HjxuaOJipISkEIIYSRnD4SQghhVKO/p+Dk5ISXl5e5YwghRI2SkJBQ5hcwa3QpeHl5ER0dbe4YQghRo+h0ujLfk9NHQgghjKQUhBBCGEkpCCGEMJJSEEIIYSSlIIQQwkhKQQghhJGUghBCCCMpBSGEqGGW/RDLkUuZJlm2lIIQQtQgiVl5fPDDBY7FZ5lk+VIKQghRg2w+noRGAyO6uptk+VIKQghRQ5SUKP59PIneWidaODQ0yTqkFIQQoob41+EEkrPzCe7mYbJ1SCkIIUQNcPLKNf6+4yz927vwdCdXk61HSkEIIaq5azeLmL7+JM0aN+D90X5YWGhMtq4aPXS2EELUBX/fcZb0nEK2TO2Jg019k65LjhSEEKIau56v59tTKYzu5o6vu4PJ1yelIIQQ1dh3P6dQWFzCaJ3pLi7fTkpBCCGqKb2hhC+PXKF9czt83OyrZJ1SCkIIUU299/15zqbeYHo/LRqN6S4u305KQQghqqHvT/9G2H8uMb6HJ4N9W1TZek1eCgaDgc6dOzN48GAA4uPjCQgIQKvVEhwcTFFREQCFhYUEBwej1WoJCAggISHB1NGEEKJaupx5kz9tPoWvuz1vDe5Qpes2eSksW7aMDh3+t1GzZ89m5syZXLx4kSZNmrBq1SoAVq1aRZMmTbh48SIzZ85k9uzZpo4mhBDVToHewLR1J7DQaFjxXBesrSyrdP0mLYWkpCS2b9/OCy+8AIBSir179zJy5EgAQkND2bZtGwARERGEhoYCMHLkSH788UeUUqaMJ4QQ1c78b89wOuUGS0f74eFoU+XrN2kpvPrqqyxZsgQLi1uryczMxMHBASurW9+Zc3d3Jzk5GYDk5GQ8PG7dcmVlZYW9vT2ZmXeOFx4WFoZOp0On05Genm7K+EIIUaW2nkxiQ9QVpvZtTf8OzcySwWSl8N133+Hi4kLXrl0rdblTpkwhOjqa6OhonJ2dK3XZQghhLsWGEt7dcY6unk2YFdTWbDlMNszFoUOH+Oabb9ixYwcFBQXcuHGDV155hezsbIqLi7GysiIpKQk3NzcA3NzcSExMxN3dneLiYq5fv07Tpk1NFU8IIaqV/RfSSc8pZMGznbCyNN+NoSZb88KFC0lKSiIhIYGNGzfSr18/1q1bR2BgIFu2bAEgPDycoUOHAjBkyBDCw8MB2LJlC/369auy+3KFEMLcNkcn4WRbn37tXcyao8rraPHixSxduhStVktmZiaTJ08GYPLkyWRmZqLValm6dCmLFi2q6mhCCGEWJ69c44ezaQzr7EY9Mx4lAGhUDb7FR6fTER0dbe4YQgjxwK7dLGLQRwewsNCw/Y+PYW9Tz+TrvNfvThk6WwghzKSkRDFzUwwZuUVsmdqzSgqhPDLMhRBCmMknkReJPJ/O2890rJJhsStCSkEIIczgp4sZLN1zgaH+LRgX8Ii54xhJKQghRBVLu1HAjI0naeVsy7vDfKrVnZZyTUEIIapQsaGEP64/yc1CAxte7EIj6+r1a7h6pRFCiFruvd3niUrI4sNgf9o0szN3nDvI6SMhhKgie86ksXL/JcYGPMKznd3MHeeupBSEEKIKJGblMWtTDJ3cGvP24I7mjlMmKQUhhDCxAr2BqeuOA/Dp2K40qFe1z0i4H3JNQQghTOxv353h1+QbfD5BZ5ZnJNwPOVIQQggT2nYymXVHr/DS460I6mieZyTcDykFIYQwkdi0HP7y9S9093LkTwPbmTtOhUgpCCGECegNJUxbd4JG1pZ8/Fxns49+WlFyTUEIIUwg8nw6sVdz+XRsF5o1bmDuOBVWM6pLCCFqmE3RiTjbWdeI6wi3k1IQQohKdvVGAXvPXWV4FzezPlrzQZgsbUFBAd27d8fPzw9vb2/mzp0LwMSJE2nZsiX+/v74+/sTExMDgFKKGTNmoNVq8fX15cSJE6aKJoQQJlNSopjz9S9YaCCkW/UZ/bSiTHZNwdramr1792Jra4ter6d379489dRTALz33nuMHDmy1Pw7d+4kNjaW2NhYjh49ytSpUzl69Kip4gkhhEl89p849p67yjtDvWnp1Mjcce6byY4UNBoNtra2AOj1evR6/T2Hh42IiGDChAloNBp69OhBdnY2qamppoonhBCV7nBcJv/4/jzP+LVgfA9Pc8d5ICY92WUwGPD398fFxYWgoCACAgIAePPNN/H19WXmzJkUFhYCkJycjIeHh/Gz7u7uJCcn37HMsLAwdDodOp2O9PR0U8YXQogKu3qjgD9uOImXUyMWDq9ez0i4HyYtBUtLS2JiYkhKSiIqKopff/2VhQsXcu7cOY4dO0ZWVhaLFy++r2VOmTKF6OhooqOjcXZ2NlFyIYSouGJDCX/ccJKbhcV8Nq4rttXsGQn3o0ouizs4OBAYGMiuXbtwdXVFo9FgbW3N888/T1RUFABubm4kJiYaP5OUlISbW/UcWlYIIW63dM8FjsZn8fdhnWhbDZ+RcD9MVgrp6elkZ2cDkJ+fz549e2jfvr3xOoFSim3bttGpUycAhgwZwr/+9S+UUhw5cgR7e3tcXV1NFU8IISrFj2fT+CQyjjHdH2F4F3dzx3loJjvGSU1NJTQ0FIPBQElJCaNHj2bw4MH069eP9PR0lFL4+/vz2WefAfD000+zY8cOtFotNjY2rF692lTRhBCiUiRm5fHaplN4t2jM3Geq7zMS7odGKaXMHeJB6XQ6oqOjzR1DCFEHFRYbGPXZYeIzbvLdH3vj2bTm3H56r9+dNfdqiBBCmNHft5/l56TrrBzftUYVQnlq1vevhRCiGvjmVAr/OnyZFx9ryUDv5uaOU6mkFIQQ4j5cvJrDnH//jM6zCa8/2d7ccSqdlIIQQlRQXlExU788QcN6lix/rkuNeUbC/ZBrCkIIUQ6lFNl5ev723RkupueydlIAze1rzjMS7oeUghBClGPpngt8vPciADOfaEvvNk5mTmQ6UgpCCHEPekMJ649eoatnEyY+6sXTPrX7S7W174SYEEJUor3nrpJ5s4iXA1vzjF8LLC1q5kB3FSWlIIQQZVBKEf5TAi521jzepm4MwCmlIIQQZfj8wCV+istkWt/WNe6xmg+qbmylEELcp6j4LBbvOs9TnZoT+qiXueNUGbnQLIQQtzmdcp1VB+L5T2w6Hk0asnikb419YM6DkFIQQoj/l5lbyOQ10dwsLKaVcyMWjfClcYN65o5VpaQUhBACMJQoXv0qhqy8IrZOexTvFvbmjmQWck1BCCGAj/fGciA2g3eGeNfZQgApBSGE4D8X0ln2YywjurgT3M3D3HHMSkpBCFGnpV7P59WvYmjrYseCZzvVqYvKd2OyUigoKKB79+74+fnh7e3N3LlzAYiPjycgIACtVktwcDBFRUUAFBYWEhwcjFarJSAggISEBFNFE0II4NYQFtPXn6RQb+CTcV1oWN/S3JHMzmSlYG1tzd69ezl16hQxMTHs2rWLI0eOMHv2bGbOnMnFixdp0qQJq1atAmDVqlU0adKEixcvMnPmTGbPnm2qaEIIAcDinec4fvkai0f60trZ1txxqgWTlYJGo8HW9tYPWa/Xo9fr0Wg07N27l5EjRwIQGhrKtm3bAIiIiCA0NBSAkSNH8uOPP1KDHx8thKjmdv2ayj8PxjPxUS8G+7Ywd5xqw6TXFAwGA/7+/ri4uBAUFETr1q1xcHDAyurWnbDu7u4kJycDkJycjIfHrQs8VlZW2Nvbk5mZeccyw8LC0Ol06HQ60tPTTRlfCFFLJWTc5M+bf8bPw4E3nu5g7jjViklLwdLSkpiYGJKSkoiKiuLcuXMPvcwpU6YQHR1NdHQ0zs51Y4AqIUTlKdAbmLruBJaWGlY815n6VnK/ze3K/WkcOXKkQtPuxcHBgcDAQA4fPkx2djbFxcUAJCUl4ebmBoCbmxuJiYkAFBcXc/36dZo2bXpf6xFCiPLM++Y0Z1Nv8EGwP+5NbMwdp9optxSmTZt2x7SXX3653AWnp6eTnZ0NQH5+Pnv27KFDhw4EBgayZcsWAMLDwxk6dCgAQ4YMITw8HIAtW7bQr1+/On9rmBCicm05nsTGY4lMD9QS2M7F3HGqpTKHuYiKiuLw4cOkp6fz0UcfGaffuHEDvV5f7oJTU1MJDQ3FYDBQUlLC6NGjGTx4MB07diQkJIS33nqLzp07M3nyZAAmT57M+PHj0Wq1ODo6snHjxkrYPCGEgN2nf+OTyDjOpt6gZ6umzAxqa+5I1VaZpXDz5k0yMjIoLi4udUHXzs6OzZs3l7tgX19fTp48ecf0Vq1aERUVdcf0Bg0aVGi5QghxP87/lsMrG2Nobt+Ap31ceePpDrX+6WkPo8xSCAwMJDAwkOeff55WrVpVZSYhhKgUuYXFTF13nEbWVnw1pQcujRuYO1K1V2YpzJo1i/fff59Zs2bd9dz+119/bdJgQgjxMJRS/OXrX0jIuMm6F6QQKqrMUggODgZg+vTpVRZGCCEqy5dHLvPtqRT+PLAdPVvLnYwVVWYpdO/eHYD+/ftXWRghhKgMpxKzeee7M/Rr78LUPq3NHadGKfchO3Fxcbz55pucOXOGgoIC4/QLFy6YNJgQQjyI7Lwipq07gYtdA5aO9sNCLirfl3K/pzBx4kSef/55lFLs3LmT0aNHG08tCSFEdVJSonht0ymu5hTwydguONjUN3ekGqfcUsjLy2PgwIEAtG7dmgULFrBz506TBxNCiIoqKVG8u+Mszyw/yN5zV3l7cEf8PBzMHatGKvf0kbW1NSUlJbRu3ZrPPvsMNzc3cnJyqiKbEEJUSNiBS4T95xL+Hg7M6N+G8T08zR2pxiq3FD744ANu3rzJRx99xJtvvsmNGzf44osvqiKbEEKU6+ilTN77/jyDfFxZ/lxnGR7nId2zFAwGA1u3biUgIAA7OzvWrl1bVbmEEKJcV3MKmL7hJJ6ONiwa4SOFUAnuWQqWlpbs27evqrIIIUSFGUoUr2yIIadAz9rJ3bFrUM/ckWqFck8fde3aleHDhzNq1CgaNWpknD5kyBCTBhNCiHv5YM8FDl/K5B+j/GjfvLG549Qa5ZZCTk4OjRo1YseOHcZpGo1GSkEIYTb7zl9l+b6LhHTzYGRXd3PHqVXKLIXly5czffp0uY4ghKhWkrPzmflVDB1dGzNviLe549Q6ZX5PQe4wEkJUJ6nX83l5/QmCVx7GYFB8MrYLDepZmjtWrVPu6SMhhDC3ouISpq07wbnUHDq5Nebvw3zwcmpU/gfFfSvzSOHnn3+mce
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment