751 lines
22 KiB
Python
751 lines
22 KiB
Python
import csv
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import json
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import os
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from corrections import IGNORED, IGNORED_WEAPON_INFUSIONS, MISSING, HELMET_STATS
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INFUSIONS = [
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"Standard ",
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"Heavy ",
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"Keen ",
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"Quality ",
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"Fire ",
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"Flame Art ",
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"Lightning ",
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"Sacred ",
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"Magic ",
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"Cold ",
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"Poison ",
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"Blood ",
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"Occult ",
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]
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WEAPON_CATEGORIES = {
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1: "dagger",
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2: "straight-sword",
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3: "greatsword",
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4: "colossal-sword",
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5: "thrusting-sword",
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6: "heavy-thrusting-sword",
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7: "curved-sword",
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8: "curved-greatsword",
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9: "katana",
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10: "twinblade",
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11: "hammer",
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12: "great-hammer",
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13: "flail",
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14: "axe",
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15: "greataxe",
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16: "spear",
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17: "great-spear",
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18: "halberd",
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19: "scythe",
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20: "whip",
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21: "fist",
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22: "claw",
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23: "colossal-weapon",
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24: "torch",
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30: "small-shield",
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31: "medium-shield",
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32: "greatshield",
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33: "glintstone-staff",
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34: "sacred-seal",
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40: "light-bow",
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41: "bow",
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42: "greatbow",
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43: "crossbow",
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44: "ballista",
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}
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def main():
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global helmets
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helmets = {}
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global chestpieces
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chestpieces = {}
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global gauntlets
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gauntlets = {}
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global leggings
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leggings = {}
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global talismans
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talismans = {}
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global classes
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classes = {}
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global weapons
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weapons = {}
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global infusions
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infusions = {}
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global calculations
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calculations = {}
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# armors
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with open("input/EquipParamProtector.csv") as af:
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rows = list(csv.DictReader(af, delimiter=";"))
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for armor in rows:
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if not ignored(armor):
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process_armor_piece(armor)
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# talismans
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with (
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open("input/EquipParamAccessory.csv") as tf,
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open("input/SpEffectParam.csv") as ef,
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):
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effects = list(csv.DictReader(ef, delimiter=";"))
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rows = list(csv.DictReader(tf, delimiter=";"))
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for talisman in rows:
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if not ignored(talisman):
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process_talisman(talisman, effects)
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# classes
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classes = [
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{
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"id": "vagabond",
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"name": "Vagabond",
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"level": 9,
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"stats": [15, 10, 11, 14, 13, 9, 9, 7],
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},
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{
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"id": "warrior",
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"name": "Warrior",
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"level": 8,
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"stats": [11, 12, 11, 10, 16, 10, 8, 9],
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},
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{
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"id": "hero",
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"name": "Hero",
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"level": 7,
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"stats": [14, 9, 12, 16, 9, 7, 8, 11],
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},
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{
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"id": "bandit",
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"name": "Bandit",
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"level": 5,
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"stats": [10, 11, 10, 9, 13, 9, 8, 14],
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},
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{
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"id": "astrologer",
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"name": "Astrologer",
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"level": 6,
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"stats": [9, 15, 9, 8, 12, 16, 7, 9],
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},
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{
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"id": "prophet",
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"name": "Prophet",
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"level": 7,
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"stats": [10, 14, 8, 11, 10, 7, 16, 10],
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},
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{
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"id": "samurai",
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"name": "Samurai",
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"level": 9,
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"stats": [12, 11, 13, 12, 15, 9, 8, 8],
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},
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{
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"id": "prisoner",
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"name": "Prisoner",
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"level": 9,
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"stats": [11, 12, 11, 11, 14, 14, 6, 9],
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},
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{
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"id": "confessor",
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"name": "Confessor",
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"level": 10,
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"stats": [10, 13, 10, 12, 12, 9, 14, 9],
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},
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{
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"id": "wretch",
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"name": "Wretch",
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"level": 1,
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"stats": [10, 10, 10, 10, 10, 10, 10, 10],
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},
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]
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# weapons
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with (
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open("input/AttackElementCorrectParam.csv") as af,
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open("input/EquipParamWeapon.csv") as wf,
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open("input/CalcCorrectGraph.csv") as cf,
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):
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rows = list(csv.DictReader(wf, delimiter=";"))
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rows = [row for row in rows if 1000000 <= int(row["Row ID"]) <= 44010000]
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masks = list(csv.DictReader(af, delimiter=";"))
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masks = {row["Row ID"]: row for row in masks}
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softcaps = list(csv.DictReader(cf, delimiter=";"))
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softcaps = {
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row["Row ID"]: row for row in softcaps if 0 <= int(row["Row ID"]) <= 16
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}
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for row in rows:
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if not ignored(row):
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process_weapon(row, masks, softcaps)
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process_damage(softcaps)
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# infusions
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with open("input/ReinforceParamWeapon.csv") as inf:
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rows = list(csv.DictReader(inf, delimiter=";"))
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extract_infusions(rows)
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# add missing items
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helmets.update(MISSING["helmets"])
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chestpieces.update(MISSING["chestpieces"])
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gauntlets.update(MISSING["gauntlets"])
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leggings.update(MISSING["leggings"])
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# sort all files
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helmets = dict(sorted(helmets.items(), key=lambda item: item[0]))
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chestpieces = dict(sorted(chestpieces.items(), key=lambda item: item[0]))
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gauntlets = dict(sorted(gauntlets.items(), key=lambda item: item[0]))
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leggings = dict(sorted(leggings.items(), key=lambda item: item[0]))
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classes = sorted(classes, key=lambda item: item["level"])
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weapons = dict(sorted(weapons.items(), key=lambda item: item[0]))
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# add none cases (no helmet etc.)
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helmets = {
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"no-helmet": {
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"id": "no-helmet",
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"name": "No helmet",
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"defenses": [0, 0, 0, 0, 0, 0, 0, 0],
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"resistances": [0, 0, 0, 0],
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"poise": 0,
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"weight": 0,
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},
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**helmets,
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}
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chestpieces = {
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"no-chestpiece": {
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"id": "no-chestpiece",
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"name": "No chestpiece",
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"defenses": [0, 0, 0, 0, 0, 0, 0, 0],
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"resistances": [0, 0, 0, 0],
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"poise": 0,
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"weight": 0,
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},
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**chestpieces,
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}
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gauntlets = {
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"no-gauntlets": {
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"id": "no-gauntlets",
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"name": "No gauntlets",
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"defenses": [0, 0, 0, 0, 0, 0, 0, 0],
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"resistances": [0, 0, 0, 0],
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"poise": 0,
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"weight": 0,
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},
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**gauntlets,
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}
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leggings = {
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"no-leggings": {
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"id": "no-leggings",
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"name": "No leggings",
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"defenses": [0, 0, 0, 0, 0, 0, 0, 0],
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"resistances": [0, 0, 0, 0],
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"poise": 0,
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"weight": 0,
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},
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**leggings,
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}
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talismans = {
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"no-talisman": {
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"id": "no-talisman",
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"name": "No talisman",
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},
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**talismans,
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}
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weapons = {
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"unarmed": {
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"id": "unarmed",
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"name": "Unarmed",
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"requirements": [0, 0, 0, 0, 0],
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"category": "fist",
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"unique": False,
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"infusions": {
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"standard": {
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"damage": [20, 0, 0, 0, 0],
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"scaling": [0.5, 0.5, 0.0, 0.0, 0.0],
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"masks": [
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[1, 1, 0, 0, 0],
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[0, 0, 1, 0, 0],
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[0, 0, 0, 1, 0],
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[0, 1, 0, 0, 0],
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[0, 0, 0, 1, 0],
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],
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"corrections": ["0", "0", "0", "0", "0"],
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}
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},
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},
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**weapons,
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}
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# save to files
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with (
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open("output/helmets.json", "w") as hf,
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open("output/chestpieces.json", "w") as cf,
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open("output/gauntlets.json", "w") as gf,
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open("output/leggings.json", "w") as lf,
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open("output/talismans.json", "w") as tf,
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open("output/classes.json", "w") as scf,
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open("output/weapons.json", "w") as wf,
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open("output/infusions.json", "w") as inf,
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open("output/damage.json", "w") as df,
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):
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json.dump(helmets, hf)
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json.dump(chestpieces, cf)
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json.dump(gauntlets, gf)
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json.dump(leggings, lf)
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json.dump(talismans, tf)
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json.dump(classes, scf)
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json.dump(weapons, wf)
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json.dump(infusions, inf)
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json.dump(calculations, df)
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# format output files with prettier
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if os.system("prettier output --write --tab-width 4") != 0:
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print(
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"please install prettier (the code formatting tool) to auto-format the output files after generating"
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)
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def ignored(row):
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id = to_kebab(row["Row Name"])
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return id.startswith("type-") or id in IGNORED
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def to_kebab(name):
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return (
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name.lower()
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.replace("(", "")
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.replace(")", "")
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.replace("'", "")
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.strip()
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.replace(" ", "-")
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)
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def process_armor_piece(row):
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item = {}
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id = to_kebab(row["Row Name"])
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item["id"] = id
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item["name"] = row["Row Name"]
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if id in HELMET_STATS:
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item["stats"] = HELMET_STATS[id]
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item["defenses"] = [
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round((1.0 - float(row["Absorption - Physical"])) * 100.0, 2),
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round((1.0 - float(row["Absorption - Strike"])) * 100.0, 2),
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round((1.0 - float(row["Absorption - Slash"])) * 100.0, 2),
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round((1.0 - float(row["Absorption - Thrust"])) * 100.0, 2),
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round((1.0 - float(row["Absorption - Magic"])) * 100.0, 2),
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round((1.0 - float(row["Absorption - Fire"])) * 100.0, 2),
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round((1.0 - float(row["Absorption - Lightning"])) * 100.0, 2),
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round((1.0 - float(row["Absorption - Holy"])) * 100.0, 2),
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]
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item["resistances"] = [
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int(row["Resist - Scarlet Rot"]),
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int(row["Resist - Hemorrhage"]),
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int(row["Resist - Sleep"]),
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int(row["Resist - Blight"]),
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]
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item["poise"] = int(round(float(row["Poise"]) * 1000.0, 2))
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item["weight"] = round(float(row["Weight"]), 2)
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if row["Is Head Equipment"] == "True":
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helmets[id] = item
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elif row["Is Body Equipment"] == "True":
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chestpieces[id] = item
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elif row["Is Arm Equipment"] == "True":
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gauntlets[id] = item
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elif row["Is Leg Equipment"] == "True":
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leggings[id] = item
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def process_talisman(row, effects):
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item = {}
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id = to_kebab(row["Row Name"])
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item["id"] = id
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item["name"] = row["Row Name"]
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item["weight"] = row["Weight"]
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effect_id = row["SpEffect ID 1"]
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for effect in effects:
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if effect["Row ID"] == effect_id:
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item["stats"] = [
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int(effect["Vigor"]),
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int(effect["Mind"]),
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int(effect["Endurance"]),
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int(effect["Strength"]),
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int(effect["Dexterity"]),
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int(effect["Intelligence"]),
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int(effect["Faith"]),
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int(effect["Arcane"]),
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]
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item["multipliers"] = [
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float(effect["Max HP"]),
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float(effect["Max FP"]),
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float(effect["Max Stamina"]),
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float(effect["Equip Load %"]),
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]
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if all(stat == 0.0 for stat in item["stats"]):
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item.pop("stats")
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if all(mult == 1.0 for mult in item["multipliers"]):
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item.pop("multipliers")
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talismans[id] = item
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def split_weapon_name(name):
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infusion = "standard"
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for other in INFUSIONS:
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if "Bloody" in name and not to_kebab(name) in IGNORED_WEAPON_INFUSIONS:
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name = name.replace("Bloody ", "")
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infusion = "blood"
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elif "celebrants-cleaver-blades" in to_kebab(name):
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name = "Celebrant's Cleaver"
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elif other in name and not to_kebab(name) in IGNORED_WEAPON_INFUSIONS:
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infusion = other
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name = name.replace(infusion, "")
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return name.strip().replace(" ", " "), to_kebab(infusion)
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def to_mask(str):
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if str == "True":
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return 1
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else:
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return 0
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def process_weapon(row, masks, caps):
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name, infusion = split_weapon_name(row["Row Name"])
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id = to_kebab(name)
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damage = [
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int(row["Damage: Physical"]),
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int(row["Damage: Magic"]),
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int(row["Damage: Fire"]),
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int(row["Damage: Lightning"]),
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int(row["Damage: Holy"]),
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]
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scaling = [
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float(row["Scaling: STR"]) / 100.0,
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float(row["Scaling: DEX"]) / 100.0,
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float(row["Scaling: INT"]) / 100.0,
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float(row["Scaling: FTH"]) / 100.0,
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float(row["Scaling: ARC"]) / 100.0,
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]
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mask_id = row["Attack Element Correct ID"]
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mask_row = masks[mask_id]
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weapon_masks = [
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[ # physical
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to_mask(mask_row["Physical Scaling: STR"]),
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to_mask(mask_row["Physical Scaling: DEX"]),
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to_mask(mask_row["Physical Scaling: INT"]),
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to_mask(mask_row["Physical Scaling: FTH"]),
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to_mask(mask_row["Physical Scaling: ARC"]),
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],
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[ # magic
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to_mask(mask_row["Magic Scaling: STR"]),
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to_mask(mask_row["Magic Scaling: DEX"]),
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to_mask(mask_row["Magic Scaling: INT"]),
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to_mask(mask_row["Magic Scaling: FTH"]),
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to_mask(mask_row["Magic Scaling: ARC"]),
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],
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[ # fire
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to_mask(mask_row["Fire Scaling: STR"]),
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to_mask(mask_row["Fire Scaling: DEX"]),
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to_mask(mask_row["Fire Scaling: INT"]),
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to_mask(mask_row["Fire Scaling: FTH"]),
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to_mask(mask_row["Fire Scaling: ARC"]),
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],
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[ # lightning
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to_mask(mask_row["Lightning Scaling: STR"]),
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to_mask(mask_row["Lightning Scaling: DEX"]),
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to_mask(mask_row["Lightning Scaling: INT"]),
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to_mask(mask_row["Lightning Scaling: FTH"]),
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to_mask(mask_row["Lightning Scaling: ARC"]),
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],
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[ # holy
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to_mask(mask_row["Holy Scaling: STR"]),
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to_mask(mask_row["Holy Scaling: DEX"]),
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to_mask(mask_row["Holy Scaling: INT"]),
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to_mask(mask_row["Holy Scaling: FTH"]),
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to_mask(mask_row["Holy Scaling: ARC"]),
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],
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]
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corrections = [
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row["Correction Type: Physical"],
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row["Correction Type: Magic"],
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row["Correction Type: Fire"],
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row["Correction Type: Lightning"],
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row["Correction Type: Holy"],
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]
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if id in weapons:
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if not id in IGNORED_WEAPON_INFUSIONS:
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weapon = weapons[id]
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weapon["infusions"][infusion] = {
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"damage": damage,
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"scaling": scaling,
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"masks": weapon_masks,
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"corrections": corrections,
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}
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return
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else:
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weapon = {}
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weapon["id"] = id
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weapon["name"] = name
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weapon["requirements"] = [
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int(row["Requirement: STR"]),
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int(row["Requirement: DEX"]),
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int(row["Requirement: INT"]),
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int(row["Requirement: FTH"]),
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int(row["Requirement: ARC"]),
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]
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weapon["category"] = WEAPON_CATEGORIES[int(row["Row ID"]) // 1000000]
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if int(row["Reinforcement Material Set ID"]) == 2200:
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weapon["unique"] = True
|
|
else:
|
|
weapon["unique"] = False
|
|
|
|
weapon["infusions"] = {}
|
|
weapon["infusions"][infusion] = {
|
|
"damage": damage,
|
|
"scaling": scaling,
|
|
"masks": weapon_masks,
|
|
"corrections": corrections,
|
|
}
|
|
|
|
weapons[id] = weapon
|
|
|
|
|
|
def regression(xs, ys):
|
|
# least-squares sum regression
|
|
n = len(xs)
|
|
xy = sum([x * y for x, y in zip(xs, ys)]) # sum of all x * y
|
|
xsq = sum([x * x for x in xs]) # sum of all squared xs
|
|
|
|
a = (n * xy - sum(xs) * sum(ys)) / (n * xsq - sum(xs) ** 2)
|
|
b = ys[0]
|
|
|
|
return round(a, 5), b
|
|
|
|
|
|
def extract_infusions(rows):
|
|
for i, ty in enumerate(INFUSIONS):
|
|
infusion = {}
|
|
id = to_kebab(ty)
|
|
|
|
infusion["id"] = id
|
|
infusion["name"] = ty.strip()
|
|
|
|
relevant = [row for row in rows[0 + i + i * 25 : 26 + i + i * 25]]
|
|
|
|
xs = [x for x in range(0, 26)]
|
|
|
|
# damage & upgrade
|
|
physical = [float(relevant[i]["Damage %: Physical"]) for i in range(0, 26)]
|
|
magic = [float(relevant[i]["Damage %: Magic"]) for i in range(0, 26)]
|
|
fire = [float(relevant[i]["Damage %: Fire"]) for i in range(0, 26)]
|
|
lightning = [float(relevant[i]["Damage %: Lightning"]) for i in range(0, 26)]
|
|
holy = [float(relevant[i]["Damage %: Holy"]) for i in range(0, 26)]
|
|
|
|
physical_upg, physical_dmg = regression(xs, physical)
|
|
magic_upg, magic_dmg = regression(xs, magic)
|
|
fire_upg, fire_dmg = regression(xs, fire)
|
|
lightning_upg, lightning_dmg = regression(xs, lightning)
|
|
holy_upg, holy_dmg = regression(xs, holy)
|
|
|
|
infusion["damage"] = [
|
|
physical_dmg,
|
|
magic_dmg,
|
|
fire_dmg,
|
|
lightning_dmg,
|
|
holy_dmg,
|
|
]
|
|
infusion["upgrade"] = [
|
|
physical_upg,
|
|
magic_upg,
|
|
fire_upg,
|
|
lightning_upg,
|
|
holy_upg,
|
|
]
|
|
|
|
# scaling
|
|
strength = [float(relevant[i]["Scaling %: STR"]) for i in range(0, 26)]
|
|
dexterity = [float(relevant[i]["Scaling %: DEX"]) for i in range(0, 26)]
|
|
intelligence = [float(relevant[i]["Scaling %: INT"]) for i in range(0, 26)]
|
|
faith = [float(relevant[i]["Scaling %: FTH"]) for i in range(0, 26)]
|
|
arcane = [float(relevant[i]["Scaling %: ARC"]) for i in range(0, 26)]
|
|
|
|
str_growth, str_scaling = regression(xs, strength)
|
|
dex_growth, dex_scaling = regression(xs, dexterity)
|
|
int_growth, int_scaling = regression(xs, intelligence)
|
|
fth_growth, fth_scaling = regression(xs, faith)
|
|
arc_growth, arc_scaling = regression(xs, arcane)
|
|
|
|
infusion["scaling"] = [
|
|
str_scaling,
|
|
dex_scaling,
|
|
int_scaling,
|
|
fth_scaling,
|
|
arc_scaling,
|
|
]
|
|
infusion["growth"] = [
|
|
str_growth,
|
|
dex_growth,
|
|
int_growth,
|
|
fth_growth,
|
|
arc_growth,
|
|
]
|
|
|
|
infusions[id] = infusion
|
|
|
|
|
|
def process_damage(caps):
|
|
for row in caps.values():
|
|
calculation = {}
|
|
|
|
id = row["Row ID"]
|
|
calculation["id"] = id
|
|
|
|
calculation["softcaps"] = [
|
|
[ # physical
|
|
int(row["Stat Max 0"]),
|
|
int(row["Stat Max 1"]),
|
|
int(row["Stat Max 2"]),
|
|
int(row["Stat Max 3"]),
|
|
int(row["Stat Max 4"]),
|
|
],
|
|
[ # magic
|
|
int(row["Stat Max 0"]),
|
|
int(row["Stat Max 1"]),
|
|
int(row["Stat Max 2"]),
|
|
int(row["Stat Max 3"]),
|
|
int(row["Stat Max 4"]),
|
|
],
|
|
[ # fire
|
|
int(row["Stat Max 0"]),
|
|
int(row["Stat Max 1"]),
|
|
int(row["Stat Max 2"]),
|
|
int(row["Stat Max 3"]),
|
|
int(row["Stat Max 4"]),
|
|
],
|
|
[ # lightning
|
|
int(row["Stat Max 0"]),
|
|
int(row["Stat Max 1"]),
|
|
int(row["Stat Max 2"]),
|
|
int(row["Stat Max 3"]),
|
|
int(row["Stat Max 4"]),
|
|
],
|
|
[ # holy
|
|
int(row["Stat Max 0"]),
|
|
int(row["Stat Max 1"]),
|
|
int(row["Stat Max 2"]),
|
|
int(row["Stat Max 3"]),
|
|
int(row["Stat Max 4"]),
|
|
],
|
|
]
|
|
|
|
calculation["growth"] = [
|
|
[
|
|
int(row["Grow 0"]),
|
|
int(row["Grow 1"]),
|
|
int(row["Grow 2"]),
|
|
int(row["Grow 3"]),
|
|
int(row["Grow 4"]),
|
|
],
|
|
[
|
|
int(row["Grow 0"]),
|
|
int(row["Grow 1"]),
|
|
int(row["Grow 2"]),
|
|
int(row["Grow 3"]),
|
|
int(row["Grow 4"]),
|
|
],
|
|
[
|
|
int(row["Grow 0"]),
|
|
int(row["Grow 1"]),
|
|
int(row["Grow 2"]),
|
|
int(row["Grow 3"]),
|
|
int(row["Grow 4"]),
|
|
],
|
|
[
|
|
int(row["Grow 0"]),
|
|
int(row["Grow 1"]),
|
|
int(row["Grow 2"]),
|
|
int(row["Grow 3"]),
|
|
int(row["Grow 4"]),
|
|
],
|
|
[
|
|
int(row["Grow 0"]),
|
|
int(row["Grow 1"]),
|
|
int(row["Grow 2"]),
|
|
int(row["Grow 3"]),
|
|
int(row["Grow 4"]),
|
|
],
|
|
]
|
|
|
|
calculation["adjustments"] = [
|
|
[
|
|
float(row["Adjustment Point - Grow 0"]),
|
|
float(row["Adjustment Point - Grow 1"]),
|
|
float(row["Adjustment Point - Grow 2"]),
|
|
float(row["Adjustment Point - Grow 3"]),
|
|
float(row["Adjustment Point - Grow 4"]),
|
|
],
|
|
[
|
|
float(row["Adjustment Point - Grow 0"]),
|
|
float(row["Adjustment Point - Grow 1"]),
|
|
float(row["Adjustment Point - Grow 2"]),
|
|
float(row["Adjustment Point - Grow 3"]),
|
|
float(row["Adjustment Point - Grow 4"]),
|
|
],
|
|
[
|
|
float(row["Adjustment Point - Grow 0"]),
|
|
float(row["Adjustment Point - Grow 1"]),
|
|
float(row["Adjustment Point - Grow 2"]),
|
|
float(row["Adjustment Point - Grow 3"]),
|
|
float(row["Adjustment Point - Grow 4"]),
|
|
],
|
|
[
|
|
float(row["Adjustment Point - Grow 0"]),
|
|
float(row["Adjustment Point - Grow 1"]),
|
|
float(row["Adjustment Point - Grow 2"]),
|
|
float(row["Adjustment Point - Grow 3"]),
|
|
float(row["Adjustment Point - Grow 4"]),
|
|
],
|
|
[
|
|
float(row["Adjustment Point - Grow 0"]),
|
|
float(row["Adjustment Point - Grow 1"]),
|
|
float(row["Adjustment Point - Grow 2"]),
|
|
float(row["Adjustment Point - Grow 3"]),
|
|
float(row["Adjustment Point - Grow 4"]),
|
|
],
|
|
]
|
|
|
|
calculations[id] = calculation
|
|
|
|
|
|
main()
|