Skip to content

Instantly share code, notes, and snippets.

@aifreedom

aifreedom/README.md

Last active August 16, 2018 06:47
Show Gist options
  • Save aifreedom/a9673f0b408c387ca4518ab29c619671 to your computer and use it in GitHub Desktop.
Save aifreedom/a9673f0b408c387ca4518ab29c619671 to your computer and use it in GitHub Desktop.
Download ZIP
TI 8 Fantasy
Raw
README.md

This script will help you find your best cards and their scores. The work is derived from the data and discussions at http://bbs.ngacn.cc/read.php?tid=14385471

Environment

Tested in Python 3.7

How to use it?

  1. Get Python 3 installed
  2. Save the Python script and player_stats.csv to a local folder
  3. Get your cards.json from the web TI 8 Fantasy portal
  4. Run python find_best_cards.py to help you find your best cards

How to get your cards.json?

  1. Load http://www.dota2.com/fantasy/ in Chrome
  2. Open "Inspect" panel
  3. Open "Network" tab
  4. Click on any "Change Card" button to load the modal with all your cards.
  5. Find the first entry in the list starting with /request_cards and click on it
  6. Open "Response" tab on the right and copy the content from it
  7. Save that to "cards.json" in the same folder as the Python script
Raw
find_best_cards.py
# coding=utf-8
from sys import stdin, stdout
import json
from collections import defaultdict
import operator
BONUS_STATS = ['杀', '死', '补', 'GPM', '塔', '肉', '团', '眼', '野', '符', '血', '晕']
def read_player_stats(stats_csv):
stats = {}
for line in stats_csv:
data = line.strip().split("\t")
[
player_account_id,
player_name,
] = data[0:2]
scores = [float(score) for score in data[3:15]]
pos_number = int(data[-1])
stats[int(player_account_id)] = {
"player_name": player_name,
"scores": scores,
"pos_number": pos_number,
}
return stats
def read_cards(cards_json):
card_dic = defaultdict(list)
for card in json.loads(cards_json.read())['cards']:
card_dic[card['player_account_id']].append(card)
return card_dic
def get_card_score(card, player_stats):
player_scores = player_stats[card['player_account_id']]['scores']
score = sum(player_scores)
for bouns in card['bonuses']:
score += player_scores[int(bouns['bonus_stat'])] * bouns['bonus_value'] / 100
return score
def find_best_cards(cards_dic, player_stats):
best_cards = [None] * len(player_stats)
for cards in cards_dic.values():
scores = [get_card_score(card, player_stats) for card in cards]
index, _ = max(enumerate(scores), key=operator.itemgetter(1))
best_card = cards[index]
pos_number = player_stats[best_card['player_account_id']]['pos_number']
best_cards[pos_number - 1] = best_card
return best_cards
def get_bonus_str(card):
bonus_strs = []
for bonus in card['bonuses']:
bonus_strs.append('{0} +{1}%'.format(BONUS_STATS[bonus['bonus_stat']], bonus['bonus_value']))
if len(bonus_strs) == 0:
return '<no bonus>'
return ', '.join(bonus_strs)
def print_best_cards(best_cards, player_stats):
for card in best_cards:
if card == None:
continue
player_account_id = card['player_account_id']
player_stat = player_stats[player_account_id]
print('{0}: {1}, {2:f}'.format(
player_stat['player_name'],
get_bonus_str(card),
get_card_score(card, player_stats),
))
if __name__ == "__main__":
with open('player_stats.csv', encoding="utf-8") as stats_csv:
player_stats = read_player_stats(stats_csv)
with open('cards.json', encoding="utf-8") as cards:
cards_dic = read_cards(cards)
best_cards = find_best_cards(cards_dic, player_stats)
with open('results.json', 'w', encoding='utf-8') as results:
results.write(json.dumps(best_cards))
print_best_cards(best_cards, player_stats)
Raw
player_stats.csv
We can make this file beautiful and searchable if this error is corrected: No commas found in this CSV file in line 0.
86698277 OpTic.33 73 1.734246575 1.557534247 0.5619863014 0.8586849315 1.465753425 0.1780821918 1.816881332 0.08219178082 0.6301369863 0.8732876712 0.5479452055 0.9432463988 11.24997705 83
92423451 VP.9pasha 54 1.416666667 1.8 0.46 0.7959259259 0.462962963 0.09259259259 1.606552252 0.05555555556 0.1481481481 1.986111111 0.2962962963 1.277313631 10.39812514 3
154715080 Fnatic.Abed 75 2.384 1.908 1.01024 1.136853333 1.266666667 0.5333333333 1.93232428 0.2466666667 0.9466666667 2.123333333 0.16 1.446098705 15.09418298 52
97590558 Secret.Ace 53 1.88490566 1.811320755 0.9286415094 1.123207547 2.547169811 0.4716981132 1.765617274 0.07547169811 0.7641509434 1.698113208 0.4528301887 0.461826106 13.98495281 16
130416036 iG.Agressif 27 2.277777778 1.911111111 1.138444444 1.162740741 2.074074074 0.2592592593 2.023510192 0.01851851852 0.5185185185 1.166666667 0.5925925926 1.033301666 14.17651556 47
91064780 Winstrike.ALWAYSWANNAFLY 35 1.088571429 0.6771428571 0.1465714286 0.5493714286 0.2 0 1.974483284 7.385714286 0.6 1.3 0.1142857143 2.164625449 16.20076588 69
125581247 PSG.LGD.Ame 61 2.61147541 1.731147541 0.9914754098 1.233245902 2.573770492 0.5573770492 1.849485989 0.01639344262 0.7213114754 1.819672131 0.393442623 0.7433894767 15.24218694 12
311360822 OG.Ana 16 3.2625 1.9125 0.7794375 1.257625 3.625 0.8125 1.9941486 0 0.03125 1.28125 0.75 2.014499359 17.72071046 61
164532005 TNC.Armel 62 2.879032258 1.775806452 0.9268064516 1.10316129 1.580645161 0.4032258065 2.140025105 0.1129032258 0.3548387097 1.790322581 0.3225806452 1.319499863 14.70884755 57
19672354 OG.BigDaddyN0tail 58 1.360344828 1.422413793 0.5314137931 0.8462068966 1.465517241 0.224137931 1.65616955 1.568965517 0.775862069 1.793103448 0.275862069 1.529578903 13.44957604 64
207829314 iG.BoBoKa 27 1.2 0.8666666667 0.3021111111 0.612 0.07407407407 0.03703703704 2.033172689 2.407407407 0.8518518519 2.259259259 0.8888888889 2.029965957 13.56243494 50
221666230 OpTic.CCnC 73 2.1 1.656164384 0.8480136986 1.065561644 1.520547945 0.301369863 1.723527699 0.08219178082 0.2260273973 1.400684932 0.3835616438 1.333302703 12.64095369 82
88271237 OG.Ce6 58 1.887931034 1.779310345 0.8032758621 1.094103448 1.448275862 0.1724137931 1.880147833 0.05172413793 0.4913793103 1.637931034 0.5517241379 1.479913475 13.27813027 63
94738847 PSG.LGD.Chalice 61 1.563934426 1.121311475 0.495295082 0.8180983607 0.8852459016 0.131147541 1.720821408 0.008196721311 0.2049180328 1.225409836 0.262295082 1.124787407 9.561461274 13
25907144 EG.Cr1t- 47 1.410638298 1.212765957 0.2000425532 0.6371489362 0.3191489362 0.1063829787 1.893493362 1.531914894 0.3829787234 1.70212766 0.4255319149 2.384179724 12.20635394 79
114239371 VGJ.T.ddc 20 0.945 1.065 0.1467 0.5179 0.35 0 1.685425621 6.125 0.35 0.975 0.6 1.710377932 14.47040355 39
102099826 Fnatic.DJ 75 1.448 1.608 0.32216 0.71192 0.3333333333 0.05333333333 2.032582763 1.82 0.8866666667 2.283333333 0.32 2.659627218 14.47895665 55
116525052 paiN.duster 59 0.8898305085 0.8440677966 0.1279322034 0.5473559322 0.3559322034 0.01694915254 1.783349857 3.186440678 0.3983050847 0.6525423729 0.2033898305 0.9865841856 9.992679805 90
134276083 VG.eLeVen 33 1.763636364 0.9363636364 0.6445454545 0.8893333333 0.8787878788 0.06060606061 1.905598747 0.2272727273 0.3333333333 1.098484848 0.2424242424 1.879925838 10.86031246 28
43276219 Fnatic.EternaLEnVy 75 1.912 1.72 0.93204 1.04712 2.32 0.48 1.854577821 0.12 0.38 1.686666667 0.2133333333 0.7543886656 13.42012649 51
182331313 VGJ.T.Fade 20 1.035 1.26 0.17745 0.5966 0.15 0 2.017566179 1.8 0.425 1.875 0.2 1.773836495 11.31045267 40
82327674 Newbee.Faith 51 0.8235294118 0.8411764706 0.1598823529 0.5163137255 0.2941176471 0.01960784314 1.857651851 4.833333333 0.362745098 1.240196078 0.3137254902 1.658141633 12.92042093 34
86799300 Secret.Fata 53 1.556603774 1.398113208 0.516 0.8433962264 0.7169811321 0.07547169811 1.852228489 0.2547169811 0.679245283 1.660377358 0.3773584906 1.218728687 11.14922133 18
113800818 VG.Fenrir 33 0.9272727273 1.063636364 0.1379090909 0.5246060606 0.1818181818 0 1.776116586 8.621212121 0.3484848485 0.7045454545 0.3636363636 1.417390698 16.0666285 30
94155156 EG.Fly 76 1.030263158 1.073684211 0.2059736842 0.6182105263 0.3947368421 0.06578947368 1.728893402 6.434210526 0.9868421053 1.434210526 0.4210526316 1.705449352 16.09931644 80
137272985 VGJ.T.Freeze 20 2.595 1.89 0.735 0.9919 1.25 0.3 1.828537208 0.05 0.45 1.9875 0.2 1.286495162 13.56443237 37
101695162 PSG.LGD.fy 61 1.342622951 1.145901639 0.261 0.6747213115 0.2459016393 0.01639344262 1.969008318 1.368852459 0.7295081967 1.87704918 0.6557377049 2.376755193 12.66345204 15
101356886 Liquid.Gh 46 1.095652174 0.9391304348 0.1340869565 0.5901304348 0.1956521739 0.04347826087 1.857837963 0.6304347826 0.25 2.489130435 0.5217391304 2.015340722 10.76261347 10
94004717 paiN.hFn 59 2.461016949 1.820338983 1.076898305 1.279966102 2.559322034 0.4745762712 2.000529879 0.07627118644 0.4830508475 1.063559322 0.3389830508 0.4378035318 14.07231646 86
250114507 Winstrike.Iceberg 35 3.557142857 1.56 1.030371429 1.229885714 1.714285714 0.6857142857 2.027257683 0.05714285714 0.4857142857 2.985714286 0.2285714286 1.349302972 16.91110351 67
84772440 Mski.三大冰 51 1.311764706 1.464705882 0.6081764706 0.8761568627 0.9215686275 0.1764705882 1.900781289 0.07843137255 0.3039215686 1.740196078 0.2352941176 1.607788699 11.22525626 23
100471531 Mski.Jabz 51 1.311764706 1.005882353 0.2474705882 0.6233333333 0.2549019608 0.09803921569 2.037816482 1.529411765 0.4509803922 1.799019608 0.4705882353 2.292683907 12.12189255 25
26771994 OG.JerAx 58 1.148275862 1.148275862 0.189362069 0.599 0.1206896552 0.06896551724 1.818698857 2.103448276 0.9913793103 1.448275862 0.4827586207 1.8250863 11.94421619 65
139876032 Newbee.kaka 51 0.8 1.017647059 0.2685882353 0.6017647059 0.09803921569 0.03921568627 2.080162602 3.764705882 0.7745098039 2.676470588 0.3137254902 2.197561094 14.63239036 35
84853828 paiN.Kingrd 59 0.9661016949 0.8847457627 0.1886440678 0.614 0.1186440678 0.05084745763 1.919585882 4.355932203 0.6101694915 1.673728814 0.3389830508 2.768251551 14.48963404 89
87012746 Newbee.kpii 51 0.9882352941 1.617647059 0.4851176471 0.7451764706 0.3529411765 0.07843137255 1.717400248 0.02941176471 0.2352941176 1.18627451 0.4705882353 1.416968044 9.32348594 33
184950344 TNC.Kuku 62 1.098387097 0.7403225806 0.2459032258 0.6295806452 0.3387096774 0.01612903226 1.969670144 6.032258065 0.8870967742 1.931451613 0.3870967742 1.47475433 15.75135996 60
82262664 Liquid.KuroKy 46 1.154347826 0.9260869565 0.1359130435 0.5699565217 0.3043478261 0.0652173913 1.748068851 6.565217391 0.3586956522 1.119565217 0.347826087 1.363656714 14.65889948 9
89423756 VG.LaNm 33 1.1 1.163636364 0.2970909091 0.6312727273 0.5454545455 0.0303030303 2.053104124 0.8484848485 0.2727272727 1.704545455 0.3636363636 1.794078428 10.80433407 29
72312627 Liquid.MATUMBAMAN 46 2.445652174 1.734782609 0.6092608696 0.9941304348 2.239130435 0.4565217391 1.818121075 0.03260869565 0.652173913 1.195652174 0.5217391304 0.6623253079 13.36209856 6
116585378 Secret.MidOne 53 2.535849057 1.556603774 0.7848113208 1.041773585 1.396226415 0.2830188679 2.019734505 0.03773584906 0.3867924528 1.561320755 0.6037735849 2.024349602 14.23198977 17
34505203 Liquid.MinD_ContRoL 46 1.643478261 1.356521739 0.4370869565 0.8201304348 1.065217391 0.1086956522 1.705091107 0.3043478261 0.3152173913 1.380434783 0.4347826087 1.474360592 11.04536474 8
105248644 Liquid.Miracle- 46 3.091304348 1.741304348 0.9073695652 1.239 2.260869565 0.5652173913 1.834338543 0.01086956522 0.3152173913 2.152173913 0.5217391304 0.9010657462 15.54046951 7
117281554 Newbee.Moogy 51 2.511764706 1.817647059 0.9917058824 1.085058824 1.960784314 0.4901960784 1.877037907 0.03921568627 0.5490196078 0.9607843137 0.5490196078 0.6966522898 13.52888628 31
113457795 Mski.Moonn 51 2.617647059 1.676470588 0.8615294118 1.095294118 2.098039216 0.3725490196 1.935037268 0.01960784314 1.117647059 1.87254902 0.4705882353 1.580376957 15.71733579 22
86726887 VGJ.Storm.MSS- 84 1.175 1.335714286 0.2067142857 0.6388571429 0.2142857143 0.08333333333 2.023198765 1.178571429 0.369047619 1.854166667 0.2857142857 1.50488695 10.86949048 75
89871557 Mski.Mushi 51 2.405882353 1.788235294 0.942 1.161411765 2 0.5098039216 2.072301685 0.2352941176 0.3921568627 1.642156863 0.3137254902 1.387313027 14.85028138 21
91443418 Mski.ninjaboogie 51 0.8294117647 1.1 0.178 0.5838431373 0.1764705882 0.03921568627 1.914169374 7.009803922 1.039215686 1.81372549 0.4705882353 1.851186629 17.00563051 24
93552791 Winstrike.Nofear 35 0.9085714286 0.8142857143 0.2303142857 0.6318857143 0.3714285714 0.08571428571 1.879203725 1.157142857 0.3857142857 2.335714286 0.2285714286 1.848405888 10.87695247 70
130801103 Winstrike.nongrata 35 1.851428571 1.345714286 0.4554857143 0.8597142857 0.5142857143 0.08571428571 1.893661542 0.1428571429 0.2571428571 2.2 0.3428571429 1.697030958 11.6458925 68
106573901 VP.No[o]ne- 54 2.877777778 2.033333333 0.8829444444 1.104962963 2.259259259 0.3703703704 1.865237871 0.009259259259 0.4444444444 1.541666667 0.4444444444 1.524599313 15.35830015 1
107803494 VG.Ori 33 2.436363636 1.345454545 0.9065454545 1.038969697 1.242424242 0.303030303 2.033208416 0.07575757576 0.2424242424 1.803030303 0.4848484848 1.88430689 13.79636379 26
87285329 OpTic.Pajkatt 73 2.219178082 1.989041096 0.8865616438 1.093123288 1.931506849 0.4520547945 1.851104234 0.08904109589 0.5616438356 1.863013699 0.1643835616 0.5212696073 13.62192179 81
137193239 VG.Paparazi 33 2.927272727 1.636363636 1.029090909 1.14769697 1.939393939 0.303030303 2.096799708 0.04545454545 0.5 1.204545455 0.3636363636 0.6330845132 13.82636907 27
86727555 OpTic.Peterpandam 73 0.7273972603 0.8835616438 0.1411232877 0.5382465753 0.2328767123 0.01369863014 1.62615471 6.171232877 0.6369863014 1.328767123 0.3287671233 2.009504243 14.63831649 85
6922000 Fnatic.pieliedie 75 0.772 0.76 0.2022 0.5681066667 0.3466666667 0.06666666667 1.80835733 6.986666667 0.84 1.596666667 0.2666666667 1.476471609 15.69046894 54
87278757 Secret.Puppey 53 0.8433962264 0.979245283 0.2209811321 0.5998490566 0.2452830189 0.03773584906 1.970250752 5.962264151 1.103773585 1.981132075 0.5283018868 1.56584516 16.03805818 19
138543123 Serenity.Pyw 10 0.99 1.26 0.1848 0.553 0.3 0 1.911373116 2.35 0.1 2.5 0 2.583110749 12.73228387 45
140153524 iG.Q 27 1.155555556 1.277777778 0.1861111111 0.545037037 0.3333333333 0.03703703704 1.976928939 6.444444444 0.8333333333 1.018518519 0.7407407407 1.534586367 16.08340419 49
132851371 VP.RAMZES666 54 3.005555556 2.044444444 0.9680555556 1.219925926 2.407407407 0.5555555556 1.869481833 0.01851851852 0.2592592593 1.888888889 0.8148148148 0.5434908758 15.59539863 2
132309493 TNC.Raven 62 2.211290323 2.187096774 0.9473709677 1.086612903 2.935483871 0.435483871 1.922282668 0.02419354839 0.5 1.350806452 0.3225806452 0.9028750926 14.82607711 56
86725175 VGJ.Storm.Resolut1on 84 2.667857143 2.121428571 1.005928571 1.252119048 2.297619048 0.4880952381 1.919071986 0.03571428571 0.4047619048 1.30952381 0.4285714286 0.707164953 14.63785599 71
159020918 VP.RodjER 54 1.022222222 1.161111111 0.1936111111 0.5894814815 0.1481481481 0.09259259259 1.785517552 0.9166666667 0.7777777778 2.148148148 0.4444444444 2.095909571 11.37563083 5
86745912 EG.rtz YB`a 47 2.29787234 1.582978723 0.8752978723 1.102723404 1.787234043 0.4468085106 1.739770588 0.09574468085 0.5744680851 1.271276596 0.3404255319 0.6014251665 12.71602554 76
41231571 EG.s4 76 1.681578947 1.357894737 0.6055263158 0.8942368421 1.171052632 0.1578947368 1.726200079 0.1513157895 0.8223684211 1.230263158 0.3684210526 1.278196703 11.44494941 78
187619311 TNC.SamH 62 0.8709677419 1.456451613 0.4390645161 0.7216451613 0.3225806452 0.1774193548 1.855990851 0.06451612903 0.564516129 1.524193548 0.3870967742 1.606122089 9.990564553 58
149486894 Newbee.Sccc 51 2.417647059 1.952941176 1.021882353 1.11227451 1.784313725 0.3921568627 1.933706766 0.3823529412 0.3725490196 1.485294118 0.07843137255 1.46914236 14.40269226 32
89269794 Winstrike.Silent 35 2.417142857 1.877142857 1.063885714 1.177142857 2.714285714 0.5142857143 1.885992024 0.01428571429 0.5285714286 2.164285714 0.2285714286 1.284188313 15.86978034 66
10366616 VGJ.Storm.Sneyking 84 1.360714286 1.442857143 0.6341071429 0.9249047619 1.119047619 0.1428571429 1.802969468 0.07142857143 0.2678571429 1.547619048 0.4761904762 1.243448831 11.03400163 73
134556694 VP.Solo 54 0.8388888889 1.027777778 0.1641666667 0.5384444444 0.2222222222 0.05555555556 1.700094435 7.342592593 0.3055555556 1.097222222 0.1481481481 1.762672655 15.20334116 4
106863163 PSG.LGD.SomnusM 61 3.236065574 1.780327869 0.8752131148 1.147016393 1.409836066 0.2950819672 1.948253007 0 0.5901639344 2.360655738 0.393442623 1.474943441 15.51099973 11
156662698 iG.Srf 27 1.422222222 1.611111111 0.5816666667 0.7834074074 0.4814814815 0.03703703704 1.782559689 0.1481481481 0.537037037 1.703703704 0.2962962963 1.448646331 10.83331713 48
111620041 EG.SumaiL 47 2.514893617 1.506382979 0.8673191489 1.103702128 1.553191489 0.4468085106 1.841985941 0.09574468085 0.6063829787 2.010638298 0.3404255319 1.102747926 13.99022323 77
47434686 VGJ.Storm.SVG 84 1.078571429 1.060714286 0.1250357143 0.5697619048 0.3095238095 0.03571428571 1.86952587 7 0.6011904762 1.145833333 0.4285714286 1.386504422 15.61094696 74
108382060 VGJ.T.Sylar 20 2.385 1.86 0.95385 1.1908 3.25 0.6 1.907561692 0.05 0.35 1.225 0.4 0.4780831245 14.65029482 36
117956848 paiN.tavo 59 1.301694915 1.357627119 0.489 0.8165423729 0.5254237288 0.1016949153 1.725320603 0.04237288136 0.3559322034 1.296610169 0.406779661 1.122352621 9.54135119 88
155494381 TNC.Tims 62 0.764516129 1.296774194 0.3464516129 0.6650645161 0.1451612903 0.03225806452 1.953021178 3 1.233870968 2.157258065 0.4516129032 2.668096882 14.7140858 59
94054712 OG.Topson 16 2.49375 1.6875 0.5645625 0.99325 1.0625 0.1875 1.787710215 0.25 0.09375 1.515625 0.5 1.550825847 12.68697356 62
87276347 Fnatic.Universe 75 1.668 1.892 0.59944 0.8720533333 0.96 0.1066666667 1.923359613 0.07333333333 0.2066666667 1.93 0.2666666667 1.318248915 11.81643519 53
86700461 paiN.w33 59 2.405084746 1.306779661 0.6831864407 1.026508475 1.644067797 0.3050847458 1.84699403 0.3050847458 0.3389830508 1.631355932 0.406779661 1.779667157 13.67957644 87
117731777 Serenity.XCJ 10 0.9 1.29 0.0927 0.4864 0.1 0.1 1.936475934 5.25 0.45 0.725 0.4 1.021303705 12.75187964 44
157475523 Serenity.XinQ 10 2.07 1.65 0.7815 1.0462 1 0.4 2.094776214 0.15 1.15 1.5 0.4 1.000450825 13.24292704 43
94296097 PSG.LGD.xNova 61 0.9786885246 0.9295081967 0.1491147541 0.5853114754 0.4590163934 0.04918032787 1.676305538 7.303278689 0.4262295082 1.463114754 0.393442623 1.611702953 16.02489374 14
129958758 iG.Xxs 27 2.5 1.755555556 1.05 1.129925926 1.740740741 0.2962962963 1.831188162 0.3888888889 0.4259259259 1.425925926 0.1481481481 1.741502881 14.43409845 46
139937922 VGJ.T.Yang 20 1.125 1.425 0.5166 0.8159 0.55 0.05 1.655879951 0.175 0.425 1.9625 0.6 1.637529246 10.9384092 38
89117038 Secret.YapzOr 53 1.318867925 1.743396226 0.2299245283 0.6335849057 0.2830188679 0.1320754717 2.170354096 2.009433962 0.4433962264 1.613207547 0.8301886792 2.352207698 13.75965613 20
108452107 VGJ.Storm.YS 84 2.064285714 1.717857143 0.7999285714 1.054285714 1.880952381 0.3333333333 1.823778157 0.09523809524 0.5833333333 1.732142857 0.1904761905 1.178663846 13.45427534 72
73562326 OpTic.zai 73 0.9493150685 0.7643835616 0.2381917808 0.6125753425 0.4931506849 0.04109589041 1.892327984 2.089041096 0.7123287671 1.698630137 0.602739726 2.262758444 12.35653848 84
168028715 Serenity.zhizhizhi 10 1.59 1.59 0.7983 1.01 1.9 0.6 1.673088417 0 0.3 1.1 0.4 0.9366075495 11.89799597 41
124936122 Serenity.Zyd 10 2.34 1.8 0.762 1.0102 1.4 0.1 1.928227872 0.25 0.2 1.725 0.4 1.44425653 13.3596844 42
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment