dist/tools/set-import/importer.js.map

{
  "version": 3,
  "sources": ["../../../tools/set-import/importer.ts"],
  "sourcesContent": ["import * as http from 'http';\nimport * as https from 'https';\nimport * as url from 'url';\nimport * as util from 'util';\n\nimport * as smogon from 'smogon';\n\nimport { Streams } from '../../lib';\nimport { Dex, toID } from '../../sim/dex';\nimport { TeamValidator } from '../../sim/team-validator';\nDex.includeModData();\n\ntype DeepPartial<T> = {\n\t[P in keyof T]?: T[P] extends (infer I)[]\n\t\t? (DeepPartial<I>)[]\n\t\t: DeepPartial<T[P]>;\n};\n\ninterface PokemonSets {\n\t[speciesid: string]: {\n\t\t[name: string]: DeepPartial<PokemonSet>,\n\t};\n}\n\ninterface IncomingMessage extends NodeJS.ReadableStream {\n\tstatusCode: number;\n\theaders: { location?: string };\n}\n\n// eg. 'gen1.json'\ninterface GenerationData {\n\t[formatid: string]: FormatData;\n}\n\n// eg. 'gen7balancedhackmons.json'\ninterface FormatData {\n\t[source: string]: PokemonSets;\n}\n\ntype GenerationNum = 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9;\n\n// The tiers we support, ie. ones that we have data sources for.\nexport const TIERS = new Set([\n\t'ubers', 'ou', 'uu', 'ru', 'nu', 'pu', 'zu', 'lc', 'cap', 'nationaldex',\n\t'doublesou', 'battlespotsingles', 'battlespotdoubles', 'battlestadiumsingles',\n\t// UGH\n\t'battlestadiumsinglesseries2', 'battlestadiumsinglesregulationc',\n\t//\n\t'vgc2016', 'vgc2017', 'vgc2018', 'vgc2019ultraseries', 'vgc2020', 'vgc2023regulatione', 'vgc', '1v1',\n\t'anythinggoes', 'nationaldexag', 'almostanyability', 'balancedhackmons',\n\t'letsgoou', 'monotype', 'purehackmons', 'nationaldexmonotype',\n]);\nconst FORMATS = new Map<ID, { gen: GenerationNum, format: Format }>();\nconst VALIDATORS = new Map<ID, TeamValidator>();\nfor (let gen = 1; gen <= 9; gen++) {\n\tfor (const tier of TIERS) {\n\t\tconst format = Dex.formats.get(`gen${gen}${tier}`);\n\t\tif (format.effectType === 'Format') {\n\t\t\tFORMATS.set(format.id, { gen: gen as GenerationNum, format });\n\t\t\tVALIDATORS.set(format.id, new TeamValidator(format));\n\t\t}\n\t}\n}\n\nexport async function importAll() {\n\tconst index = await request(smogon.Statistics.URL);\n\n\tconst imports = [];\n\tfor (let gen = 1; gen <= 9; gen++) {\n\t\timports.push(importGen(gen as GenerationNum, index));\n\t}\n\n\treturn Promise.all(imports);\n}\n\nasync function importGen(gen: GenerationNum, index: string) {\n\tconst data: GenerationData = {};\n\n\tconst smogonSetsByFormat: { [formatid: string]: PokemonSets } = {};\n\tconst thirdPartySetsByFormat: { [source: string]: { [formatid: string]: PokemonSets } } = {};\n\n\tconst numByFormat: { [formatid: string]: number } = {};\n\tconst imports = [];\n\tconst dex = Dex.forFormat(`gen${gen}ou`);\n\tfor (const id in dex.data.Pokedex) {\n\t\tif (!eligible(dex, id as ID)) continue;\n\t\tconst species = dex.species.get(id);\n\t\tif (species.battleOnly) continue;// Smogon collapses these into their out of battle species\n\t\timports.push(importSmogonSets(dex.species.get(id).name, gen, smogonSetsByFormat, numByFormat));\n\t}\n\tawait Promise.all(imports);\n\n\tfor (const { format, gen: g } of FORMATS.values()) {\n\t\tif (g !== gen) continue;\n\n\t\tif (smogonSetsByFormat[format.id] && Object.keys(smogonSetsByFormat[format.id]).length) {\n\t\t\tdata[format.id] = {};\n\t\t\tdata[format.id]['dex'] = smogonSetsByFormat[format.id];\n\t\t\treport(format, numByFormat[format.id], 'dex');\n\t\t}\n\n\t\tfor (const source in thirdPartySetsByFormat) {\n\t\t\tif (thirdPartySetsByFormat[source][format.id] && Object.keys(thirdPartySetsByFormat[source][format.id]).length) {\n\t\t\t\tdata[format.id] = data[format.id] || {};\n\t\t\t\tdata[format.id][source] = thirdPartySetsByFormat[source][format.id];\n\t\t\t}\n\t\t}\n\n\t\tconst stats = await getStatisticsURL(index, format);\n\t\tif (!stats) continue;\n\t\ttry {\n\t\t\tconst statistics = smogon.Statistics.process(await request(stats.url));\n\t\t\tconst sets = importUsageBasedSets(gen, format, statistics, stats.count);\n\t\t\tif (Object.keys(sets).length) {\n\t\t\t\tdata[format.id] = data[format.id] || {};\n\t\t\t\tdata[format.id]['stats'] = sets;\n\t\t\t}\n\t\t\tdata[format.id] = data[format.id] || {};\n\t\t} catch (err) {\n\t\t\terror(`${stats.url} = ${err}`);\n\t\t}\n\t}\n\n\treturn data;\n}\n\nfunction eligible(dex: ModdedDex, id: ID) {\n\tconst gen = toGen(dex, id);\n\tif (!gen || gen > dex.gen) return false;\n\n\tconst species = dex.species.get(id);\n\tif (['Mega', 'Primal', 'Ultra'].some(f => species.forme.startsWith(f))) return true;\n\n\t// Species with formes distinct enough to merit inclusion\n\tconst unique = ['darmanitan', 'meloetta', 'greninja', 'zygarde'];\n\t// Too similar to their base forme/species to matter\n\tconst similar = ['pichu', 'pikachu', 'genesect', 'basculin', 'magearna', 'keldeo', 'vivillon'];\n\n\tif (species.battleOnly && !unique.some(f => id.startsWith(f))) return false;\n\n\t// Most of these don't have analyses\n\tconst capNFE = species.isNonstandard === 'CAP' && species.nfe;\n\n\treturn !id.endsWith('totem') && !capNFE && !similar.some(f => id.startsWith(f) && id !== f);\n}\n\n// TODO: Fix dex data such that CAP mons have a correct gen set\nfunction toGen(dex: ModdedDex, name: string): GenerationNum | undefined {\n\tconst pokemon = dex.species.get(name);\n\tif (pokemon.isNonstandard === 'LGPE') return 7;\n\tif (!pokemon.exists || (pokemon.isNonstandard && pokemon.isNonstandard !== 'CAP')) return undefined;\n\t// CAP mons should have a gen property\n\tif (pokemon.gen) return pokemon.gen as GenerationNum;\n\n\tconst n = pokemon.num;\n\tif (n > 905) return 9;\n\tif (n > 810) return 8;\n\tif (n > 721) return 7;\n\tif (n > 649) return 6;\n\tif (n > 493) return 5;\n\tif (n > 386) return 4;\n\tif (n > 251) return 3;\n\tif (n > 151) return 2;\n\tif (n > 0) return 1;\n}\n\nasync function importSmogonSets(\n\tpokemon: string,\n\tgen: GenerationNum,\n\tsetsByFormat: { [format: string]: PokemonSets },\n\tnumByFormat: { [format: string]: number }\n) {\n\tconst analysesByFormat = await getAnalysesByFormat(pokemon, gen);\n\tif (!analysesByFormat) return;\n\n\tfor (const [format, analyses] of analysesByFormat.entries()) {\n\t\tconst dex = Dex.forFormat(format);\n\t\tlet setsForPokemon = setsByFormat[format.id];\n\t\tif (!setsForPokemon) {\n\t\t\tsetsForPokemon = {};\n\t\t\tsetsByFormat[format.id] = setsForPokemon;\n\t\t}\n\n\t\tlet baseSpecies = dex.species.get(pokemon);\n\t\tif (baseSpecies.baseSpecies !== baseSpecies.name) baseSpecies = dex.species.get(baseSpecies.baseSpecies);\n\t\tconst battleOnlyFormes: Species[] = [];\n\t\tif (baseSpecies.otherFormes) {\n\t\t\tfor (const forme of baseSpecies.otherFormes) {\n\t\t\t\tconst formeSpecies = dex.species.get(forme);\n\t\t\t\tif (formeSpecies.battleOnly && eligible(dex, toID(formeSpecies))) {\n\t\t\t\t\tbattleOnlyFormes.push(formeSpecies);\n\t\t\t\t}\n\t\t\t}\n\t\t}\n\n\t\tfor (const analysis of analyses) {\n\t\t\tfor (const moveset of analysis.movesets) {\n\t\t\t\tconst set = movesetToPokemonSet(dex, format, pokemon, moveset);\n\t\t\t\tconst name = cleanName(moveset.name);\n\t\t\t\taddSmogonSet(dex, format, pokemon, name, set, setsForPokemon, numByFormat);\n\t\t\t\tfor (const battleOnlyForme of battleOnlyFormes) {\n\t\t\t\t\t// Note: this is just a shallow copy which is fine because we're just modifying the ability\n\t\t\t\t\tconst s = { ...set };\n\t\t\t\t\tif (!format.id.includes('balancedhackmons')) s.ability = battleOnlyForme.abilities[0];\n\t\t\t\t\tif (typeof battleOnlyForme.battleOnly !== 'string') {\n\t\t\t\t\t\tif (!battleOnlyForme.battleOnly!.includes(pokemon)) continue;\n\t\t\t\t\t\tconst species = dex.species.get(pokemon);\n\t\t\t\t\t\tconst disambiguated = `${name} - ${species.baseForme || species.forme}`;\n\t\t\t\t\t\taddSmogonSet(dex, format, battleOnlyForme.name, disambiguated, s, setsForPokemon, numByFormat, pokemon);\n\t\t\t\t\t} else if (battleOnlyForme.battleOnly === pokemon) {\n\t\t\t\t\t\taddSmogonSet(dex, format, battleOnlyForme.name, name, s, setsForPokemon, numByFormat);\n\t\t\t\t\t}\n\t\t\t\t}\n\t\t\t}\n\t\t}\n\t}\n}\n\nfunction addSmogonSet(\n\tdex: ModdedDex,\n\tformat: Format,\n\tpokemon: string,\n\tname: string,\n\tset: DeepPartial<PokemonSet>,\n\tsetsForPokemon: PokemonSets,\n\tnumByFormat: { [format: string]: number },\n\toutOfBattleSpeciesName?: string\n) {\n\tif (validSet('dex', dex, format, pokemon, name, set, outOfBattleSpeciesName)) {\n\t\tsetsForPokemon[pokemon] = setsForPokemon[pokemon] || {};\n\t\tsetsForPokemon[pokemon][name] = set;\n\t\tnumByFormat[format.id] = (numByFormat[format.id] || 0) + 1;\n\t}\n}\n\nfunction cleanName(name: string) {\n\treturn name.replace(/\"/g, `'`);\n}\n\nfunction movesetToPokemonSet(dex: ModdedDex, format: Format, pokemon: string, set: smogon.Moveset) {\n\tconst level = getLevel(format, set.levels[0]);\n\treturn {\n\t\tlevel: level === 100 ? undefined : level,\n\t\tmoves: set.moveslots.map(ms => ms[0]).map(s => s.type ? `${s.move} ${s.type}` : s.move),\n\t\tability: fixedAbility(dex, pokemon, set.abilities[0]),\n\t\titem: set.items[0] === 'No Item' ? undefined : set.items[0],\n\t\tnature: set.natures[0],\n\t\tteraType: set.teratypes ? set.teratypes[0] : undefined,\n\t\tivs: toStatsTable(set.ivconfigs[0], 31),\n\t\tevs: toStatsTable(set.evconfigs[0]),\n\t};\n}\n\nfunction toStatsTable(stats?: StatsTable, elide = 0) {\n\tif (!stats) return undefined;\n\n\tconst s: Partial<StatsTable> = {};\n\tlet stat: keyof StatsTable;\n\tfor (stat in stats) {\n\t\tconst val = stats[stat];\n\t\tif (val !== elide) s[stat] = val;\n\t}\n\treturn s;\n}\n\nfunction fixedAbility(dex: ModdedDex, pokemon: string, ability?: string) {\n\tif (dex.gen <= 2) return undefined;\n\tconst species = dex.species.get(pokemon);\n\tif (ability && !['Mega', 'Primal', 'Ultra'].some(f => species.forme.startsWith(f))) return ability;\n\treturn species.abilities[0];\n}\n\nfunction validSet(\n\tsource: string,\n\tdex: ModdedDex,\n\tformat: Format,\n\tpokemon: string,\n\tname: string,\n\tset: DeepPartial<PokemonSet>,\n\toutOfBattleSpeciesName?: string\n) {\n\tif (skip(dex, format, pokemon, set)) return false;\n\n\tconst pset = toPokemonSet(dex, format, pokemon, set, outOfBattleSpeciesName);\n\tlet invalid = VALIDATORS.get(format.id)!.validateSet(pset, {});\n\tif (!invalid) return true;\n\t// Correct invalidations where set is required to be shiny due to an event\n\tif (invalid.length === 1 && invalid[0].includes('must be shiny')) {\n\t\tset.shiny = true;\n\t\tpset.shiny = true;\n\t\tinvalid = VALIDATORS.get(format.id)!.validateSet(pset, {});\n\t\tif (!invalid) return true;\n\t}\n\t// Allow Gen 4 Arceus sets because they're occasionally useful for tournaments\n\tif (format.id === 'gen4ubers' && invalid.includes(`${pokemon} is banned.`)) return true;\n\tconst title = `${format.name}: ${pokemon} (${name})'`;\n\tconst details = `${JSON.stringify(set)} = ${invalid.join(', ')}`;\n\t// console.error(`${color(source, 94)} Invalid set ${color(title, 91)}: ${color(details, 90)}`);\n\tconsole.error(color(`${source} Invalid set ${title}: ${details}`, 90));\n\n\treturn false;\n}\n\nfunction skip(dex: ModdedDex, format: Format, pokemon: string, set: DeepPartial<PokemonSet>) {\n\tconst { gen } = FORMATS.get(format.id)!;\n\tconst hasMove = (m: string) => set.moves?.includes(m);\n\tconst bh = format.id.includes('balancedhackmons');\n\n\tif (pokemon === 'Groudon-Primal' && set.item !== 'Red Orb') return true;\n\tif (pokemon === 'Kyogre-Primal' && set.item !== 'Blue Orb' && !(bh && gen === 7)) return true;\n\tif (bh) return false; // Everying else is legal or will get stripped by the team validator anyway\n\n\tif (dex.species.get(pokemon).forme.startsWith('Mega')) {\n\t\tif (pokemon === 'Rayquaza-Mega') {\n\t\t\treturn format.id.includes('ubers') || !hasMove('Dragon Ascent');\n\t\t} else {\n\t\t\treturn dex.items.get(set.item).megaStone !== pokemon;\n\t\t}\n\t}\n\tif (pokemon === 'Necrozma-Ultra' && set.item !== 'Ultranecrozium Z') return true;\n\tif (pokemon === 'Greninja-Ash' && set.ability !== 'Battle Bond') return true;\n\tif (pokemon === 'Zygarde-Complete' && set.ability !== 'Power Construct') return true;\n\tif (pokemon === 'Darmanitan-Zen' && set.ability !== 'Zen Mode') return true;\n\tif (pokemon === 'Meloetta-Pirouette' && !hasMove('Relic Song')) return true;\n\n\treturn false;\n}\n\nfunction toPokemonSet(\n\tdex: ModdedDex,\n\tformat: Format,\n\tpokemon: string,\n\tset: DeepPartial<PokemonSet>,\n\toutOfBattleSpeciesName?: string\n): PokemonSet {\n\t// To simplify things, during validation we mutate the input set to correct for HP mismatches\n\tconst hp = set.moves?.find(m => m.startsWith('Hidden Power'));\n\tlet fill = dex.gen === 2 ? 30 : 31;\n\tif (hp) {\n\t\tconst type = hp.slice(13);\n\t\tif (type && dex.getHiddenPower(fillStats(set.ivs, fill)).type !== type) {\n\t\t\tif (!set.ivs || (dex.gen >= 7 && (!set.level || set.level === 100))) {\n\t\t\t\tset.hpType = type;\n\t\t\t\tfill = 31;\n\t\t\t} else if (dex.gen === 2) {\n\t\t\t\tconst dvs = { ...dex.types.get(type).HPdvs };\n\t\t\t\tlet stat: StatID;\n\t\t\t\tfor (stat in dvs) {\n\t\t\t\t\tdvs[stat]! *= 2;\n\t\t\t\t}\n\t\t\t\tset.ivs = { ...dvs, ...set.ivs };\n\t\t\t\tset.ivs.hp = expectedHP(set.ivs);\n\t\t\t} else {\n\t\t\t\tset.ivs = { ...dex.types.get(type).HPivs, ...set.ivs };\n\t\t\t}\n\t\t}\n\t}\n\n\tconst copy = { species: pokemon, ...set } as PokemonSet;\n\tcopy.ivs = fillStats(set.ivs, fill);\n\t// The validator expects us to have at least 1 EV set to prove it is intentional\n\tif (!set.evs && dex.gen >= 3 && format.id !== 'gen7letsgoou') set.evs = { spe: 1 };\n\tcopy.evs = fillStats(set.evs, dex.gen <= 2 ? 252 : 0);\n\t// The validator wants an ability even when Gen < 3\n\tcopy.ability = copy.ability || 'None';\n\n\tconst species = dex.species.get(pokemon);\n\tif (species.battleOnly && !format.id.includes('balancedhackmons')) {\n\t\tif (outOfBattleSpeciesName) {\n\t\t\tcopy.species = outOfBattleSpeciesName;\n\t\t} else if (typeof species.battleOnly === 'string') {\n\t\t\tcopy.species = species.battleOnly;\n\t\t} else {\n\t\t\tthrow new Error(`Unable to disambiguate out of battle species for ${species.name} in ${format.id}`);\n\t\t}\n\t\tcopy.ability = dex.species.get(copy.species).abilities[0];\n\t}\n\treturn copy;\n}\n\nfunction expectedHP(ivs: Partial<StatsTable>) {\n\tivs = fillStats(ivs, 31);\n\tconst atkDV = Math.floor(ivs.atk! / 2);\n\tconst defDV = Math.floor(ivs.def! / 2);\n\tconst speDV = Math.floor(ivs.spe! / 2);\n\tconst spcDV = Math.floor(ivs.spa! / 2);\n\treturn 2 * ((atkDV % 2) * 8 + (defDV % 2) * 4 + (speDV % 2) * 2 + (spcDV % 2));\n}\n\nfunction fillStats(stats?: Partial<StatsTable>, fill = 0) {\n\treturn TeamValidator.fillStats(stats || null, fill);\n}\n\nconst SMOGON = {\n\tuber: 'ubers',\n\tdoubles: 'doublesou',\n\tlgpeou: 'letsgoou',\n\tag: 'anythinggoes',\n\tbh: 'balancedhackmons',\n\tvgc16: 'vgc2016',\n\tvgc17: 'vgc2017',\n\tvgc18: 'vgc2018',\n\tvgc19: 'vgc2019ultraseries',\n\tvgc24regulatione: 'vgc2023regulatione',\n\t// bssseries1: 'battlestadiumsinglesseries1', // ?\n\tbssseries2: 'battlestadiumsinglesseries2',\n} as unknown as { [id: string]: ID };\n\nconst getAnalysis = retrying(async (u: string) => {\n\ttry {\n\t\treturn smogon.Analyses.process(await request(u));\n\t} catch (err: any) {\n\t\t// Don't try HTTP errors that we've already retried\n\t\tif (err.message.startsWith('HTTP')) {\n\t\t\treturn Promise.reject(err);\n\t\t} else {\n\t\t\treturn Promise.reject(new RetryableError(err.message));\n\t\t}\n\t}\n}, 3, 50);\n\nasync function getAnalysesByFormat(pokemon: string, gen: GenerationNum) {\n\tconst u = smogon.Analyses.url(pokemon === 'Meowstic' ? 'Meowstic-M' : pokemon, gen);\n\ttry {\n\t\tconst analysesByTier = await getAnalysis(u);\n\t\tif (!analysesByTier) {\n\t\t\terror(`Unable to process analysis for ${pokemon} in generation ${gen}`);\n\t\t\treturn undefined;\n\t\t}\n\n\t\tconst analysesByFormat = new Map<Format, smogon.Analysis[]>();\n\t\tfor (const [tier, analyses] of analysesByTier.entries()) {\n\t\t\tlet t = toID(tier);\n\t\t\t// Dumb hack, need to talk to BSS people\n\t\t\tif (gen === 9 && t === 'battlestadiumsingles') {\n\t\t\t\tt = 'battlestadiumsinglesregulationc' as ID;\n\t\t\t}\n\t\t\tconst f = FORMATS.get(`gen${gen}${SMOGON[t] || t}` as ID);\n\t\t\tif (f) analysesByFormat.set(f.format, analyses);\n\t\t}\n\n\t\treturn analysesByFormat;\n\t} catch {\n\t\terror(`Unable to process analysis for ${pokemon} in generation ${gen}`);\n\t\treturn undefined;\n\t}\n}\n\nfunction getLevel(format: Format, level = 0) {\n\tconst ruleTable = Dex.formats.getRuleTable(format);\n\tif (ruleTable.adjustLevel) return ruleTable.adjustLevel;\n\tconst maxLevel = ruleTable.maxLevel;\n\tconst adjustLevelDown = ruleTable.adjustLevelDown || maxLevel;\n\tif (!level) level = ruleTable.defaultLevel;\n\treturn level > adjustLevelDown ? adjustLevelDown : level;\n}\n\nexport async function getStatisticsURL(\n\tindex: string,\n\tformat: Format\n): Promise<{ url: string, count: number } | undefined> {\n\tconst current = index.includes(format.id);\n\tconst latest = await smogon.Statistics.latestDate(format.id, !current);\n\tif (!latest) return undefined;\n\treturn { url: smogon.Statistics.url(latest.date, format.id, current || 1500), count: latest.count };\n}\n\n// TODO: Use bigram matrix, bucketed spreads and generative validation logic for more realistic sets\nfunction importUsageBasedSets(gen: GenerationNum, format: Format, statistics: smogon.UsageStatistics, count: number) {\n\tconst sets: PokemonSets = {};\n\tconst dex = Dex.forFormat(format);\n\tconst threshold = getUsageThreshold(format, count);\n\tlet num = 0;\n\tfor (const pokemon in statistics.data) {\n\t\tconst stats = statistics.data[pokemon];\n\t\tif (eligible(dex, toID(pokemon)) && stats.usage >= threshold) {\n\t\t\tconst set: DeepPartial<PokemonSet> = {\n\t\t\t\tlevel: getLevel(format),\n\t\t\t\tmoves: (top(stats.Moves, 4) as string[]).map(m => dex.moves.get(m).name).filter(m => m),\n\t\t\t};\n\t\t\tif (gen >= 2 && format.id !== 'gen7letsgoou') {\n\t\t\t\tconst id = top(stats.Items) as string;\n\t\t\t\tset.item = dex.items.get(id).name;\n\t\t\t\tif (set.item === 'nothing') set.item = undefined;\n\t\t\t}\n\t\t\tif (gen >= 3) {\n\t\t\t\tconst id = top(stats.Abilities) as string;\n\t\t\t\tset.ability = fixedAbility(dex, pokemon, dex.abilities.get(id).name);\n\t\t\t\tconst { nature, evs } = fromSpread(top(stats.Spreads) as string);\n\t\t\t\tset.nature = nature;\n\t\t\t\tif (format.id !== 'gen7letsgoou') {\n\t\t\t\t\tif (!evs || !Object.keys(evs).length) continue;\n\t\t\t\t\tset.evs = evs;\n\t\t\t\t}\n\t\t\t}\n\t\t\tconst name = 'Showdown Usage';\n\t\t\tif (validSet('stats', dex, format, pokemon, name, set)) {\n\t\t\t\tsets[pokemon] = {};\n\t\t\t\tsets[pokemon][name] = set;\n\t\t\t\tnum++;\n\t\t\t}\n\t\t}\n\t}\n\treport(format, num, 'stats');\n\treturn sets;\n}\n\nfunction getUsageThreshold(format: Format, count: number) {\n\t// For old metagames with extremely low total battle counts we adjust the thresholds\n\tif (count < 100) return Infinity;\n\tif (count < 400) return 0.05;\n\t// These formats are deemed to have playerbases of lower quality than normal\n\treturn /uber|anythinggoes|doublesou/.test(format.id) ? 0.03 : 0.01;\n}\n\nconst STATS = Dex.stats.ids();\n\nfunction fromSpread(spread: string) {\n\tconst [nature, revs] = spread.split(':');\n\tconst evs: Partial<StatsTable> = {};\n\tfor (const [i, rev] of revs.split('/').entries()) {\n\t\tconst ev = Number(rev);\n\t\tif (ev) evs[STATS[i]] = ev;\n\t}\n\treturn { nature, evs };\n}\n\nfunction top(weighted: { [key: string]: number }, n = 1): string | string[] | undefined {\n\tif (n === 0) return undefined;\n\t// Optimize the more common case with an linear algorithm instead of log-linear\n\tif (n === 1) {\n\t\tlet max;\n\t\tfor (const key in weighted) {\n\t\t\tif (!max || weighted[max] < weighted[key]) max = key;\n\t\t}\n\t\treturn max;\n\t}\n\treturn Object.entries(weighted)\n\t\t.sort((a, b) => b[1] - a[1])\n\t\t.slice(0, n)\n\t\t.map(x => x[0]);\n}\n\nclass RetryableError extends Error {\n\tconstructor(message?: string) {\n\t\tsuper(message);\n\t\t// restore prototype chain\n\t\tObject.setPrototypeOf(this, new.target.prototype);\n\t}\n}\n\n// We throttle to 20 QPS by only issuing one request every 50ms at most. This\n// is importantly different than using the more obvious 20 and 1000ms here,\n// as it results in more spaced out requests which won't cause as many gettaddrinfo\n// ENOTFOUND (nodejs/node-v0.x-archive#5488). Similarly, the evenly spaced\n// requests makes us signficantly less likely to encounter ECONNRESET errors\n// on macOS (though these are still pretty frequent, Linux is recommended for running\n// this tool). 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