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ZM-J/genshin_artis_convert.py

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原神圣遗物权重转换原始强化数据的 python 代码
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genshin_artis_convert.py
key, value = 'key', 'value'
attrIdMap = {
101021: { key: 'hpPlus', value: 23.899999618530273 },
101022: { key: 'hpPlus', value: 29.8799991607666 },
201021: { key: 'hpPlus', value: 50.189998626708984 },
201022: { key: 'hpPlus', value: 60.95000076293945 },
201023: { key: 'hpPlus', value: 71.69999694824219 },
301021: { key: 'hpPlus', value: 100.37999725341797 },
301022: { key: 'hpPlus', value: 114.7200012207031 },
301023: { key: 'hpPlus', value: 129.05999755859375 },
301024: { key: 'hpPlus', value: 143.39999389648438 },
401021: { key: 'hpPlus', value: 167.3000030517578 },
401022: { key: 'hpPlus', value: 191.1999969482422 },
401023: { key: 'hpPlus', value: 215.1000061035156 },
401024: { key: 'hpPlus', value: 239.0 },
501021: { key: 'hpPlus', value: 209.1300048828125 },
501022: { key: 'hpPlus', value: 239.0 },
501023: { key: 'hpPlus', value: 268.8800048828125 },
501024: { key: 'hpPlus', value: 298.75 },
101031: { key: 'hp', value: 0.011699999682605267 },
101032: { key: 'hp', value: 0.014600000344216824 },
201031: { key: 'hp', value: 0.016300000250339508 },
201032: { key: 'hp', value: 0.01979999989271164 },
201033: { key: 'hp', value: 0.02329999953508377 },
301031: { key: 'hp', value: 0.02449999935925007 },
301032: { key: 'hp', value: 0.02800000086426735 },
301033: { key: 'hp', value: 0.03150000050663948 },
301034: { key: 'hp', value: 0.03500000014901161 },
401031: { key: 'hp', value: 0.032600000500679016 },
401032: { key: 'hp', value: 0.037300001829862595 },
401033: { key: 'hp', value: 0.041999999433755875 },
401034: { key: 'hp', value: 0.04659999907016754 },
501031: { key: 'hp', value: 0.040800001472234726 },
501032: { key: 'hp', value: 0.04659999907016754 },
501033: { key: 'hp', value: 0.05249999836087227 },
501034: { key: 'hp', value: 0.05829999968409538 },
101051: { key: 'atkPlus', value: 1.559999942779541 },
101052: { key: 'atkPlus', value: 1.9500000476837158 },
201051: { key: 'atkPlus', value: 3.2699999809265137 },
201052: { key: 'atkPlus', value: 3.9700000286102295 },
201053: { key: 'atkPlus', value: 4.670000076293945 },
301051: { key: 'atkPlus', value: 6.539999961853027 },
301052: { key: 'atkPlus', value: 7.46999979019165 },
301053: { key: 'atkPlus', value: 8.399999618530273 },
301054: { key: 'atkPlus', value: 9.34000015258789 },
401051: { key: 'atkPlus', value: 10.890000343322754 },
401052: { key: 'atkPlus', value: 12.449999809265137 },
401053: { key: 'atkPlus', value: 14.0 },
401054: { key: 'atkPlus', value: 15.5600004196167 },
501051: { key: 'atkPlus', value: 13.619999885559082 },
501052: { key: 'atkPlus', value: 15.5600004196167 },
501053: { key: 'atkPlus', value: 17.510000228881836 },
501054: { key: 'atkPlus', value: 19.450000762939453 },
101061: { key: 'atk', value: 0.011699999682605267 },
101062: { key: 'atk', value: 0.014600000344216824 },
201061: { key: 'atk', value: 0.016300000250339508 },
201062: { key: 'atk', value: 0.01979999989271164 },
201063: { key: 'atk', value: 0.02329999953508377 },
301061: { key: 'atk', value: 0.02449999935925007 },
301062: { key: 'atk', value: 0.02800000086426735 },
301063: { key: 'atk', value: 0.03150000050663948 },
301064: { key: 'atk', value: 0.03500000014901161 },
401061: { key: 'atk', value: 0.032600000500679016 },
401062: { key: 'atk', value: 0.037300001829862595 },
401063: { key: 'atk', value: 0.041999999433755875 },
401064: { key: 'atk', value: 0.04659999907016754 },
501061: { key: 'atk', value: 0.040800001472234726 },
501062: { key: 'atk', value: 0.04659999907016754 },
501063: { key: 'atk', value: 0.05249999836087227 },
501064: { key: 'atk', value: 0.05829999968409538 },
101081: { key: 'defPlus', value: 1.850000023841858 },
101082: { key: 'defPlus', value: 2.309999942779541 },
201081: { key: 'defPlus', value: 3.890000104904175 },
201082: { key: 'defPlus', value: 4.71999979019165 },
201083: { key: 'defPlus', value: 5.559999942779541 },
301081: { key: 'defPlus', value: 7.78000020980835 },
301082: { key: 'defPlus', value: 8.890000343322754 },
301083: { key: 'defPlus', value: 10.0 },
301084: { key: 'defPlus', value: 11.109999656677246 },
401081: { key: 'defPlus', value: 12.960000038146973 },
401082: { key: 'defPlus', value: 14.819999694824219 },
401083: { key: 'defPlus', value: 16.670000076293945 },
401084: { key: 'defPlus', value: 18.520000457763672 },
501081: { key: 'defPlus', value: 16.200000762939453 },
501082: { key: 'defPlus', value: 18.520000457763672 },
501083: { key: 'defPlus', value: 20.829999923706055 },
501084: { key: 'defPlus', value: 23.149999618530273 },
101091: { key: 'def', value: 0.014600000344216824 },
101092: { key: 'def', value: 0.018200000748038292 },
201091: { key: 'def', value: 0.020400000736117363 },
201092: { key: 'def', value: 0.024800000712275505 },
201093: { key: 'def', value: 0.029100000858306885 },
301091: { key: 'def', value: 0.03060000017285347 },
301092: { key: 'def', value: 0.03500000014901161 },
301093: { key: 'def', value: 0.03929999843239784 },
301094: { key: 'def', value: 0.043699998408555984 },
401091: { key: 'def', value: 0.040800001472234726 },
401092: { key: 'def', value: 0.04659999907016754 },
401093: { key: 'def', value: 0.05249999836087227 },
401094: { key: 'def', value: 0.05829999968409538 },
501091: { key: 'def', value: 0.050999999046325684 },
501092: { key: 'def', value: 0.05829999968409538 },
501093: { key: 'def', value: 0.06560000032186508 },
501094: { key: 'def', value: 0.07289999723434448 },
101231: { key: 'recharge', value: 0.013000000268220901 },
101232: { key: 'recharge', value: 0.016200000420212746 },
201231: { key: 'recharge', value: 0.01810000091791153 },
201232: { key: 'recharge', value: 0.02199999988079071 },
201233: { key: 'recharge', value: 0.02590000070631504 },
301231: { key: 'recharge', value: 0.0272000003606081 },
301232: { key: 'recharge', value: 0.031099999323487282 },
301233: { key: 'recharge', value: 0.03500000014901161 },
301234: { key: 'recharge', value: 0.03889999911189079 },
401231: { key: 'recharge', value: 0.03629999980330467 },
401232: { key: 'recharge', value: 0.0414000004529953 },
401233: { key: 'recharge', value: 0.04659999907016754 },
401234: { key: 'recharge', value: 0.05180000141263008 },
501231: { key: 'recharge', value: 0.04529999941587448 },
501232: { key: 'recharge', value: 0.05180000141263008 },
501233: { key: 'recharge', value: 0.05829999968409538 },
501234: { key: 'recharge', value: 0.06480000168085098 },
101241: { key: 'mastery', value: 4.659999847412109 },
101242: { key: 'mastery', value: 5.829999923706055 },
201241: { key: 'mastery', value: 6.53000020980835 },
201242: { key: 'mastery', value: 7.929999828338623 },
201243: { key: 'mastery', value: 9.329999923706055 },
301241: { key: 'mastery', value: 9.789999961853027 },
301242: { key: 'mastery', value: 11.1899995803833 },
301243: { key: 'mastery', value: 12.59000015258789 },
301244: { key: 'mastery', value: 13.989999771118164 },
401241: { key: 'mastery', value: 13.0600004196167 },
401242: { key: 'mastery', value: 14.920000076293945 },
401243: { key: 'mastery', value: 16.790000915527344 },
401244: { key: 'mastery', value: 18.649999618530273 },
501241: { key: 'mastery', value: 16.31999969482422 },
501242: { key: 'mastery', value: 18.649999618530273 },
501243: { key: 'mastery', value: 20.979999542236328 },
501244: { key: 'mastery', value: 23.309999465942383 },
101201: { key: 'cpct', value: 0.007799999788403511 },
101202: { key: 'cpct', value: 0.009700000286102295 },
201201: { key: 'cpct', value: 0.010900000110268593 },
201202: { key: 'cpct', value: 0.013199999928474426 },
201203: { key: 'cpct', value: 0.01549999974668026 },
301201: { key: 'cpct', value: 0.016300000250339508 },
301202: { key: 'cpct', value: 0.01860000006854534 },
301203: { key: 'cpct', value: 0.020999999716877937 },
301204: { key: 'cpct', value: 0.02329999953508377 },
401201: { key: 'cpct', value: 0.021800000220537186 },
401202: { key: 'cpct', value: 0.024900000542402267 },
401203: { key: 'cpct', value: 0.02800000086426735 },
401204: { key: 'cpct', value: 0.031099999323487282 },
501201: { key: 'cpct', value: 0.0272000003606081 },
501202: { key: 'cpct', value: 0.031099999323487282 },
501203: { key: 'cpct', value: 0.03500000014901161 },
501204: { key: 'cpct', value: 0.03889999911189079 },
101221: { key: 'cdmg', value: 0.01549999974668026 },
101222: { key: 'cdmg', value: 0.01940000057220459 },
201221: { key: 'cdmg', value: 0.021800000220537186 },
201222: { key: 'cdmg', value: 0.026399999856948853 },
201223: { key: 'cdmg', value: 0.031099999323487282 },
301221: { key: 'cdmg', value: 0.032600000500679016 },
301222: { key: 'cdmg', value: 0.037300001829862595 },
301223: { key: 'cdmg', value: 0.041999999433755875 },
301224: { key: 'cdmg', value: 0.04659999907016754 },
401221: { key: 'cdmg', value: 0.04349999874830246 },
401222: { key: 'cdmg', value: 0.04969999939203262 },
401223: { key: 'cdmg', value: 0.0560000017285347 },
401224: { key: 'cdmg', value: 0.062199998646974564 },
501221: { key: 'cdmg', value: 0.0544000007212162 },
501222: { key: 'cdmg', value: 0.062199998646974564 },
501223: { key: 'cdmg', value: 0.06989999860525131 },
501224: { key: 'cdmg', value: 0.07769999653100967 }
}
attr_names = sorted(list(set([x['key'] for x in attrIdMap.values()])))
print(attr_names)
fixed_attr_names = [
'hpPlus',
'defPlus',
'mastery',
'atkPlus',
]
attr_name2property_type = {
'atk': 6,
'atkPlus': 5,
'hp': 3,
'hpPlus': 2,
'def': 9,
'defPlus': 8,
'cpct': 20,
'cdmg': 22,
'recharge': 23,
'mastery': 28
}
import itertools
result = {}
for rarity in '12345':
result[rarity] = {}
# Corner case: 初始 4 词条，且 5 次强化都中了同一词条
for cur_time in range(int(rarity) + 1):
result[rarity][cur_time] = {}
for attr_name in attr_names:
value2err_arr = {}
cur_values = [(v['value'], k) for k, v in attrIdMap.items() \
if str(k).startswith(rarity) and v['key'] == attr_name]
for cur_values_combination in itertools.product(cur_values, repeat=cur_time+1):
cur_value_sum = sum(v for v, attr_id in cur_values_combination)
cur_arr = [attr_id for v, attr_id in cur_values_combination]
if attr_name in fixed_attr_names:
amplifier = 1
dest_value_sum_0_str = f'{cur_value_sum:.0f}'
perturbations = [-1, 0, 1]
dest_value_affix = ''
else:
amplifier = 100
dest_value_sum_0_str = f'{100 * cur_value_sum:.1f}'
perturbations = [-0.1, 0, 0.1]
dest_value_affix = '%'
dest_value_sum_0 = float(dest_value_sum_0_str)
# Add perturbations to make it more robust
for perturbation in perturbations:
dest_value_sum = dest_value_sum_0 + perturbation
if attr_name in fixed_attr_names:
dest_value_sum_str = f'{dest_value_sum:.0f}'
else:
dest_value_sum_str = f'{dest_value_sum:.1f}'
err = abs(dest_value_sum - amplifier * cur_value_sum)
my_key = dest_value_sum_str + dest_value_affix
if my_key in value2err_arr:
prev_err, _ = value2err_arr[my_key]
if err < prev_err:
value2err_arr[my_key] = (err, cur_arr)
else:
value2err_arr[my_key] = (err, cur_arr)
value2arr = {k: arr for k, (err, arr) in value2err_arr.items()}
property_type = attr_name2property_type[attr_name]
result[rarity][cur_time][property_type] = value2arr
import json
with open('result.json', 'w') as f:
json.dump(result, f, indent=2) # , indent=4
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