{
  "version": 3,
  "sources": ["../../../../tools/set-import/importer.ts"],
  "sourcesContent": ["import * as http from 'http';\r\nimport * as https from 'https';\r\nimport * as url from 'url';\r\nimport * as util from 'util';\r\n\r\nimport * as smogon from 'smogon';\r\n\r\nimport {Streams} from '../../lib';\r\nimport {Dex, toID} from '../../sim/dex';\r\nimport {TeamValidator} from '../../sim/team-validator';\r\nDex.includeModData();\r\n\r\ntype DeepPartial<T> = {\r\n\t[P in keyof T]?: T[P] extends (infer I)[]\r\n\t\t? (DeepPartial<I>)[]\r\n\t\t: DeepPartial<T[P]>;\r\n};\r\n\r\ninterface PokemonSets {\r\n\t[speciesid: string]: {\r\n\t\t[name: string]: DeepPartial<PokemonSet>,\r\n\t};\r\n}\r\n\r\ninterface IncomingMessage extends NodeJS.ReadableStream {\r\n\tstatusCode: number;\r\n\theaders: {location?: string};\r\n}\r\n\r\n// eg. 'gen1.json'\r\ninterface GenerationData {\r\n\t[formatid: string]: FormatData;\r\n}\r\n\r\n// eg. 'gen7balancedhackmons.json'\r\ninterface FormatData {\r\n\t[source: string]: PokemonSets;\r\n}\r\n\r\ntype GenerationNum = 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9;\r\n\r\n// The tiers we support, ie. ones that we have data sources for.\r\nexport const TIERS = new Set([\r\n\t'ubers', 'ou', 'uu', 'ru', 'nu', 'pu', 'zu', 'lc', 'cap', 'nationaldex',\r\n\t'doublesou', 'battlespotsingles', 'battlespotdoubles', 'battlestadiumsingles',\r\n\t'vgc2016', 'vgc2017', 'vgc2018', 'vgc2019ultraseries', 'vgc2020', '1v1',\r\n\t'anythinggoes', 'nationaldexag', 'balancedhackmons', 'letsgoou', 'monotype',\r\n\t'purehackmons',\r\n]);\r\nconst FORMATS = new Map<ID, {gen: GenerationNum, format: Format}>();\r\nconst VALIDATORS = new Map<ID, TeamValidator>();\r\nfor (let gen = 1; gen <= 9; gen++) {\r\n\tfor (const tier of TIERS) {\r\n\t\tconst format = Dex.formats.get(`gen${gen}${tier}`);\r\n\t\tif (format.exists) {\r\n\t\t\tFORMATS.set(format.id, {gen: gen as GenerationNum, format});\r\n\t\t\tVALIDATORS.set(format.id, new TeamValidator(format));\r\n\t\t}\r\n\t}\r\n}\r\n\r\nexport async function importAll() {\r\n\tconst index = await request(smogon.Statistics.URL);\r\n\r\n\tconst imports = [];\r\n\tfor (let gen = 1; gen <= 9; gen++) {\r\n\t\timports.push(importGen(gen as GenerationNum, index));\r\n\t}\r\n\r\n\treturn Promise.all(imports);\r\n}\r\n\r\nasync function importGen(gen: GenerationNum, index: string) {\r\n\tconst data: GenerationData = {};\r\n\r\n\tconst smogonSetsByFormat: {[formatid: string]: PokemonSets} = {};\r\n\tconst thirdPartySetsByFormat: {[source: string]: {[formatid: string]: PokemonSets}} = {};\r\n\r\n\tconst numByFormat: {[formatid: string]: number} = {};\r\n\tconst imports = [];\r\n\tconst dex = Dex.forFormat(`gen${gen}ou`);\r\n\tfor (const id in dex.data.Pokedex) {\r\n\t\tif (!eligible(dex, id as ID)) continue;\r\n\t\tconst species = dex.species.get(id);\r\n\t\tif (species.battleOnly) continue;// Smogon collapses these into their out of battle species\r\n\t\timports.push(importSmogonSets(dex.species.get(id).name, gen, smogonSetsByFormat, numByFormat));\r\n\t}\r\n\tawait Promise.all(imports);\r\n\r\n\tfor (const {format, gen: g} of FORMATS.values()) {\r\n\t\tif (g !== gen) continue;\r\n\r\n\t\tif (smogonSetsByFormat[format.id] && Object.keys(smogonSetsByFormat[format.id]).length) {\r\n\t\t\tdata[format.id] = {};\r\n\t\t\tdata[format.id]['dex'] = smogonSetsByFormat[format.id];\r\n\t\t\treport(format, numByFormat[format.id], 'dex');\r\n\t\t}\r\n\r\n\t\tfor (const source in thirdPartySetsByFormat) {\r\n\t\t\tif (thirdPartySetsByFormat[source][format.id] && Object.keys(thirdPartySetsByFormat[source][format.id]).length) {\r\n\t\t\t\tdata[format.id] = data[format.id] || {};\r\n\t\t\t\tdata[format.id][source] = thirdPartySetsByFormat[source][format.id];\r\n\t\t\t}\r\n\t\t}\r\n\r\n\t\tconst stats = await getStatisticsURL(index, format);\r\n\t\tif (!stats) continue;\r\n\t\ttry {\r\n\t\t\tconst statistics = smogon.Statistics.process(await request(stats.url));\r\n\t\t\tconst sets = importUsageBasedSets(gen, format, statistics, stats.count);\r\n\t\t\tif (Object.keys(sets).length) {\r\n\t\t\t\tdata[format.id] = data[format.id] || {};\r\n\t\t\t\tdata[format.id]['stats'] = sets;\r\n\t\t\t}\r\n\t\t\tdata[format.id] = data[format.id] || {};\r\n\t\t} catch (err) {\r\n\t\t\terror(`${stats.url} = ${err}`);\r\n\t\t}\r\n\t}\r\n\r\n\treturn data;\r\n}\r\n\r\nfunction eligible(dex: ModdedDex, id: ID) {\r\n\tconst gen = toGen(dex, id);\r\n\tif (!gen || gen > dex.gen) return false;\r\n\r\n\tconst species = dex.species.get(id);\r\n\tif (['Mega', 'Primal', 'Ultra'].some(f => species.forme.startsWith(f))) return true;\r\n\r\n\t// Species with formes distinct enough to merit inclusion\r\n\tconst unique = ['darmanitan', 'meloetta', 'greninja', 'zygarde'];\r\n\t// Too similar to their base forme/species to matter\r\n\tconst similar = ['pichu', 'pikachu', 'genesect', 'basculin', 'magearna', 'keldeo', 'vivillon'];\r\n\r\n\tif (species.battleOnly && !unique.some(f => id.startsWith(f))) return false;\r\n\r\n\t// Most of these don't have analyses\r\n\tconst capNFE = species.isNonstandard === 'CAP' && species.nfe;\r\n\r\n\treturn !id.endsWith('totem') && !capNFE && !similar.some(f => id.startsWith(f) && id !== f);\r\n}\r\n\r\n// TODO: Fix dex data such that CAP mons have a correct gen set\r\nfunction toGen(dex: ModdedDex, name: string): GenerationNum | undefined {\r\n\tconst pokemon = dex.species.get(name);\r\n\tif (pokemon.isNonstandard === 'LGPE') return 7;\r\n\tif (!pokemon.exists || (pokemon.isNonstandard && pokemon.isNonstandard !== 'CAP')) return undefined;\r\n\r\n\tconst n = pokemon.num;\r\n\tif (n > 905) return 9;\r\n\tif (n > 810) return 8;\r\n\tif (n > 721 || (n <= -23 && n >= -28) || (n <= -120 && n >= -126)) return 7;\r\n\tif (n > 649 || (n <= -8 && n >= -22) || (n <= -106 && n >= -110)) return 6;\r\n\tif (n > 493 || (n <= -12 && n >= -17) || (n <= -111 && n >= -115)) return 5;\r\n\tif (n > 386 || (n <= -1 && n >= -11) || (n <= -101 && n >= -104) || (n <= -116 && n >= -119)) return 4;\r\n\tif (n > 251) return 3;\r\n\tif (n > 151) return 2;\r\n\tif (n > 0) return 1;\r\n}\r\n\r\nasync function importSmogonSets(\r\n\tpokemon: string,\r\n\tgen: GenerationNum,\r\n\tsetsByFormat: {[format: string]: PokemonSets},\r\n\tnumByFormat: {[format: string]: number}\r\n) {\r\n\tconst analysesByFormat = await getAnalysesByFormat(pokemon, gen);\r\n\tif (!analysesByFormat) return;\r\n\r\n\tfor (const [format, analyses] of analysesByFormat.entries()) {\r\n\t\tconst dex = Dex.forFormat(format);\r\n\t\tlet setsForPokemon = setsByFormat[format.id];\r\n\t\tif (!setsForPokemon) {\r\n\t\t\tsetsForPokemon = {};\r\n\t\t\tsetsByFormat[format.id] = setsForPokemon;\r\n\t\t}\r\n\r\n\t\tlet baseSpecies = dex.species.get(pokemon);\r\n\t\tif (baseSpecies.baseSpecies !== baseSpecies.name) baseSpecies = dex.species.get(baseSpecies.baseSpecies);\r\n\t\tconst battleOnlyFormes: Species[] = [];\r\n\t\tif (baseSpecies.otherFormes) {\r\n\t\t\tfor (const forme of baseSpecies.otherFormes) {\r\n\t\t\t\tconst formeSpecies = dex.species.get(forme);\r\n\t\t\t\tif (formeSpecies.battleOnly && eligible(dex, toID(formeSpecies))) {\r\n\t\t\t\t\tbattleOnlyFormes.push(formeSpecies);\r\n\t\t\t\t}\r\n\t\t\t}\r\n\t\t}\r\n\r\n\t\tfor (const analysis of analyses) {\r\n\t\t\tfor (const moveset of analysis.movesets) {\r\n\t\t\t\tconst set = movesetToPokemonSet(dex, format, pokemon, moveset);\r\n\t\t\t\tconst name = cleanName(moveset.name);\r\n\t\t\t\taddSmogonSet(dex, format, pokemon, name, set, setsForPokemon, numByFormat);\r\n\t\t\t\tfor (const battleOnlyForme of battleOnlyFormes) {\r\n\t\t\t\t\t// Note: this is just a shallow copy which is fine because we're just modifying the ability\r\n\t\t\t\t\tconst s = {...set};\r\n\t\t\t\t\tif (!format.id.includes('balancedhackmons')) s.ability = battleOnlyForme.abilities[0];\r\n\t\t\t\t\tif (typeof battleOnlyForme.battleOnly !== 'string') {\r\n\t\t\t\t\t\tif (!battleOnlyForme.battleOnly!.includes(pokemon)) continue;\r\n\t\t\t\t\t\tconst species = dex.species.get(pokemon);\r\n\t\t\t\t\t\tconst disambiguated = `${name} - ${species.baseForme || species.forme}`;\r\n\t\t\t\t\t\taddSmogonSet(dex, format, battleOnlyForme.name, disambiguated, s, setsForPokemon, numByFormat, pokemon);\r\n\t\t\t\t\t} else if (battleOnlyForme.battleOnly === pokemon) {\r\n\t\t\t\t\t\taddSmogonSet(dex, format, battleOnlyForme.name, name, s, setsForPokemon, numByFormat);\r\n\t\t\t\t\t}\r\n\t\t\t\t}\r\n\t\t\t}\r\n\t\t}\r\n\t}\r\n}\r\n\r\nfunction addSmogonSet(\r\n\tdex: ModdedDex,\r\n\tformat: Format,\r\n\tpokemon: string,\r\n\tname: string,\r\n\tset: DeepPartial<PokemonSet>,\r\n\tsetsForPokemon: PokemonSets,\r\n\tnumByFormat: {[format: string]: number},\r\n\toutOfBattleSpeciesName?: string\r\n) {\r\n\tif (validSet('dex', dex, format, pokemon, name, set, outOfBattleSpeciesName)) {\r\n\t\tsetsForPokemon[pokemon] = setsForPokemon[pokemon] || {};\r\n\t\tsetsForPokemon[pokemon][name] = set;\r\n\t\tnumByFormat[format.id] = (numByFormat[format.id] || 0) + 1;\r\n\t}\r\n}\r\n\r\nfunction cleanName(name: string) {\r\n\treturn name.replace(/\"/g, `'`);\r\n}\r\n\r\nfunction movesetToPokemonSet(dex: ModdedDex, format: Format, pokemon: string, set: smogon.Moveset) {\r\n\tconst level = getLevel(format, set.levels[0]);\r\n\treturn {\r\n\t\tlevel: level === 100 ? undefined : level,\r\n\t\tmoves: set.moveslots.map(ms => ms[0]).map(s => s.type ? `${s.move} ${s.type}` : s.move),\r\n\t\tability: fixedAbility(dex, pokemon, set.abilities[0]),\r\n\t\titem: set.items[0] === 'No Item' ? undefined : set.items[0],\r\n\t\tnature: set.natures[0],\r\n\t\tteraType: set.teratypes ? set.teratypes[0] : undefined,\r\n\t\tivs: toStatsTable(set.ivconfigs[0], 31),\r\n\t\tevs: toStatsTable(set.evconfigs[0]),\r\n\t};\r\n}\r\n\r\nfunction toStatsTable(stats?: StatsTable, elide = 0) {\r\n\tif (!stats) return undefined;\r\n\r\n\tconst s: Partial<StatsTable> = {};\r\n\tlet stat: keyof StatsTable;\r\n\tfor (stat in stats) {\r\n\t\tconst val = stats[stat];\r\n\t\tif (val !== elide) s[stat] = val;\r\n\t}\r\n\treturn s;\r\n}\r\n\r\nfunction fixedAbility(dex: ModdedDex, pokemon: string, ability?: string) {\r\n\tif (dex.gen <= 2) return undefined;\r\n\tconst species = dex.species.get(pokemon);\r\n\tif (ability && !['Mega', 'Primal', 'Ultra'].some(f => species.forme.startsWith(f))) return ability;\r\n\treturn species.abilities[0];\r\n}\r\n\r\nfunction validSet(\r\n\tsource: string,\r\n\tdex: ModdedDex,\r\n\tformat: Format,\r\n\tpokemon: string,\r\n\tname: string,\r\n\tset: DeepPartial<PokemonSet>,\r\n\toutOfBattleSpeciesName?: string\r\n) {\r\n\tif (skip(dex, format, pokemon, set)) return false;\r\n\r\n\tconst pset = toPokemonSet(dex, format, pokemon, set, outOfBattleSpeciesName);\r\n\tlet invalid = VALIDATORS.get(format.id)!.validateSet(pset, {});\r\n\tif (!invalid) return true;\r\n\t// Correct invalidations where set is required to be shiny due to an event\r\n\tif (invalid.length === 1 && invalid[0].includes('must be shiny')) {\r\n\t\tset.shiny = true;\r\n\t\tpset.shiny = true;\r\n\t\tinvalid = VALIDATORS.get(format.id)!.validateSet(pset, {});\r\n\t\tif (!invalid) return true;\r\n\t}\r\n\t// Allow Gen 4 Arceus sets because they're occasionally useful for tournaments\r\n\tif (format.id === 'gen4ubers' && invalid.includes(`${pokemon} is banned.`)) return true;\r\n\tconst title = `${format.name}: ${pokemon} (${name})'`;\r\n\tconst details = `${JSON.stringify(set)} = ${invalid.join(', ')}`;\r\n\t// console.error(`${color(source, 94)} Invalid set ${color(title, 91)}: ${color(details, 90)}`);\r\n\tconsole.error(color(`${source} Invalid set ${title}: ${details}`, 90));\r\n\r\n\treturn false;\r\n}\r\n\r\nfunction skip(dex: ModdedDex, format: Format, pokemon: string, set: DeepPartial<PokemonSet>) {\r\n\tconst {gen} = FORMATS.get(format.id)!;\r\n\tconst hasMove = (m: string) => set.moves && set.moves.includes(m);\r\n\tconst bh = format.id.includes('balancedhackmons');\r\n\r\n\tif (pokemon === 'Groudon-Primal' && set.item !== 'Red Orb') return true;\r\n\tif (pokemon === 'Kyogre-Primal' && set.item !== 'Blue Orb' && !(bh && gen === 7)) return true;\r\n\tif (bh) return false; // Everying else is legal or will get stripped by the team validator anyway\r\n\r\n\tif (dex.species.get(pokemon).forme.startsWith('Mega')) {\r\n\t\tif (pokemon === 'Rayquaza-Mega') {\r\n\t\t\treturn format.id.includes('ubers') || !hasMove('Dragon Ascent');\r\n\t\t} else {\r\n\t\t\treturn dex.items.get(set.item).megaStone !== pokemon;\r\n\t\t}\r\n\t}\r\n\tif (pokemon === 'Necrozma-Ultra' && set.item !== 'Ultranecrozium Z') return true;\r\n\tif (pokemon === 'Greninja-Ash' && set.ability !== 'Battle Bond') return true;\r\n\tif (pokemon === 'Zygarde-Complete' && set.ability !== 'Power Construct') return true;\r\n\tif (pokemon === 'Darmanitan-Zen' && set.ability !== 'Zen Mode') return true;\r\n\tif (pokemon === 'Meloetta-Pirouette' && !hasMove('Relic Song')) return true;\r\n\r\n\treturn false;\r\n}\r\n\r\nfunction toPokemonSet(\r\n\tdex: ModdedDex,\r\n\tformat: Format,\r\n\tpokemon: string,\r\n\tset: DeepPartial<PokemonSet>,\r\n\toutOfBattleSpeciesName?: string\r\n): PokemonSet {\r\n\t// To simplify things, during validation we mutate the input set to correct for HP mismatches\r\n\tconst hp = set.moves && set.moves.find(m => m.startsWith('Hidden Power'));\r\n\tlet fill = dex.gen === 2 ? 30 : 31;\r\n\tif (hp) {\r\n\t\tconst type = hp.slice(13);\r\n\t\tif (type && dex.getHiddenPower(fillStats(set.ivs, fill)).type !== type) {\r\n\t\t\tif (!set.ivs || (dex.gen >= 7 && (!set.level || set.level === 100))) {\r\n\t\t\t\tset.hpType = type;\r\n\t\t\t\tfill = 31;\r\n\t\t\t} else if (dex.gen === 2) {\r\n\t\t\t\tconst dvs = {...dex.types.get(type).HPdvs};\r\n\t\t\t\tlet stat: StatID;\r\n\t\t\t\tfor (stat in dvs) {\r\n\t\t\t\t\tdvs[stat]! *= 2;\r\n\t\t\t\t}\r\n\t\t\t\tset.ivs = {...dvs, ...set.ivs};\r\n\t\t\t\tset.ivs.hp = expectedHP(set.ivs);\r\n\t\t\t} else {\r\n\t\t\t\tset.ivs = {...dex.types.get(type).HPivs, ...set.ivs};\r\n\t\t\t}\r\n\t\t}\r\n\t}\r\n\r\n\tconst copy = {species: pokemon, ...set} as PokemonSet;\r\n\tcopy.ivs = fillStats(set.ivs, fill);\r\n\t// The validator expects us to have at least 1 EV set to prove it is intentional\r\n\tif (!set.evs && dex.gen >= 3 && format.id !== 'gen7letsgoou') set.evs = {spe: 1};\r\n\tcopy.evs = fillStats(set.evs, dex.gen <= 2 ? 252 : 0);\r\n\t// The validator wants an ability even when Gen < 3\r\n\tcopy.ability = copy.ability || 'None';\r\n\r\n\tconst species = dex.species.get(pokemon);\r\n\tif (species.battleOnly && !format.id.includes('balancedhackmons')) {\r\n\t\tif (outOfBattleSpeciesName) {\r\n\t\t\tcopy.species = outOfBattleSpeciesName;\r\n\t\t} else if (typeof species.battleOnly === 'string') {\r\n\t\t\tcopy.species = species.battleOnly;\r\n\t\t} else {\r\n\t\t\tthrow new Error(`Unable to disambiguate out of battle species for ${species.name} in ${format.id}`);\r\n\t\t}\r\n\t\tcopy.ability = dex.species.get(copy.species).abilities[0];\r\n\t}\r\n\treturn copy;\r\n}\r\n\r\n\r\nfunction expectedHP(ivs: Partial<StatsTable>) {\r\n\tivs = fillStats(ivs, 31);\r\n\tconst atkDV = Math.floor(ivs.atk! / 2);\r\n\tconst defDV = Math.floor(ivs.def! / 2);\r\n\tconst speDV = Math.floor(ivs.spe! / 2);\r\n\tconst spcDV = Math.floor(ivs.spa! / 2);\r\n\treturn 2 * ((atkDV % 2) * 8 + (defDV % 2) * 4 + (speDV % 2) * 2 + (spcDV % 2));\r\n}\r\n\r\nfunction fillStats(stats?: Partial<StatsTable>, fill = 0) {\r\n\treturn TeamValidator.fillStats(stats || null, fill);\r\n}\r\n\r\nconst SMOGON = {\r\n\tuber: 'ubers',\r\n\tdoubles: 'doublesou',\r\n\tlgpeou: 'letsgoou',\r\n\tag: 'anythinggoes',\r\n\tbh: 'balancedhackmons',\r\n\tvgc16: 'vgc2016',\r\n\tvgc17: 'vgc2017',\r\n\tvgc18: 'vgc2018',\r\n\tvgc19: 'vgc2019ultraseries',\r\n} as unknown as {[id: string]: ID};\r\n\r\nconst getAnalysis = retrying(async (u: string) => {\r\n\ttry {\r\n\t\treturn smogon.Analyses.process(await request(u));\r\n\t} catch (err: any) {\r\n\t\t// Don't try HTTP errors that we've already retried\r\n\t\tif (err.message.startsWith('HTTP')) {\r\n\t\t\treturn Promise.reject(err);\r\n\t\t} else {\r\n\t\t\treturn Promise.reject(new RetryableError(err.message));\r\n\t\t}\r\n\t}\r\n}, 3, 50);\r\n\r\nasync function getAnalysesByFormat(pokemon: string, gen: GenerationNum) {\r\n\tconst u = smogon.Analyses.url(pokemon === 'Meowstic' ? 'Meowstic-M' : pokemon, gen);\r\n\ttry {\r\n\t\tconst analysesByTier = await getAnalysis(u);\r\n\t\tif (!analysesByTier) {\r\n\t\t\terror(`Unable to process analysis for ${pokemon} in generation ${gen}`);\r\n\t\t\treturn undefined;\r\n\t\t}\r\n\r\n\t\tconst analysesByFormat = new Map<Format, smogon.Analysis[]>();\r\n\t\tfor (const [tier, analyses] of analysesByTier.entries()) {\r\n\t\t\tconst t = toID(tier);\r\n\t\t\tconst f = FORMATS.get(`gen${gen}${SMOGON[t] || t}` as ID);\r\n\t\t\tif (f) analysesByFormat.set(f.format, analyses);\r\n\t\t}\r\n\r\n\t\treturn analysesByFormat;\r\n\t} catch {\r\n\t\terror(`Unable to process analysis for ${pokemon} in generation ${gen}`);\r\n\t\treturn undefined;\r\n\t}\r\n}\r\n\r\nfunction getLevel(format: Format, level = 0) {\r\n\tconst ruleTable = Dex.formats.getRuleTable(format);\r\n\tif (ruleTable.adjustLevel) return ruleTable.adjustLevel;\r\n\tconst maxLevel = ruleTable.maxLevel;\r\n\tconst adjustLevelDown = ruleTable.adjustLevelDown || maxLevel;\r\n\tif (!level) level = ruleTable.defaultLevel;\r\n\treturn level > adjustLevelDown ? adjustLevelDown : level;\r\n}\r\n\r\nexport async function getStatisticsURL(\r\n\tindex: string,\r\n\tformat: Format\r\n): Promise<{url: string, count: number} | undefined> {\r\n\tconst current = index.includes(format.id);\r\n\tconst latest = await smogon.Statistics.latestDate(format.id, !current);\r\n\tif (!latest) return undefined;\r\n\treturn {url: smogon.Statistics.url(latest.date, format.id, current || 1500), count: latest.count};\r\n}\r\n\r\n// TODO: Use bigram matrix, bucketed spreads and generative validation logic for more realistic sets\r\nfunction importUsageBasedSets(gen: GenerationNum, format: Format, statistics: smogon.UsageStatistics, count: number) {\r\n\tconst sets: PokemonSets = {};\r\n\tconst dex = Dex.forFormat(format);\r\n\tconst threshold = getUsageThreshold(format, count);\r\n\tlet num = 0;\r\n\tfor (const pokemon in statistics.data) {\r\n\t\tconst stats = statistics.data[pokemon];\r\n\t\tif (eligible(dex, toID(pokemon)) && stats.usage >= threshold) {\r\n\t\t\tconst set: DeepPartial<PokemonSet> = {\r\n\t\t\t\tlevel: getLevel(format),\r\n\t\t\t\tmoves: (top(stats.Moves, 4) as string[]).map(m => dex.moves.get(m).name).filter(m => m),\r\n\t\t\t};\r\n\t\t\tif (gen >= 2 && format.id !== 'gen7letsgoou') {\r\n\t\t\t\tconst id = top(stats.Items) as string;\r\n\t\t\t\tset.item = dex.items.get(id).name;\r\n\t\t\t\tif (set.item === 'nothing') set.item = undefined;\r\n\t\t\t}\r\n\t\t\tif (gen >= 3) {\r\n\t\t\t\tconst id = top(stats.Abilities) as string;\r\n\t\t\t\tset.ability = fixedAbility(dex, pokemon, dex.abilities.get(id).name);\r\n\t\t\t\tconst {nature, evs} = fromSpread(top(stats.Spreads) as string);\r\n\t\t\t\tset.nature = nature;\r\n\t\t\t\tif (format.id !== 'gen7letsgoou') {\r\n\t\t\t\t\tif (!evs || !Object.keys(evs).length) continue;\r\n\t\t\t\t\tset.evs = evs;\r\n\t\t\t\t}\r\n\t\t\t}\r\n\t\t\tconst name = 'Showdown Usage';\r\n\t\t\tif (validSet('stats', dex, format, pokemon, name, set)) {\r\n\t\t\t\tsets[pokemon] = {};\r\n\t\t\t\tsets[pokemon][name] = set;\r\n\t\t\t\tnum++;\r\n\t\t\t}\r\n\t\t}\r\n\t}\r\n\treport(format, num, 'stats');\r\n\treturn sets;\r\n}\r\n\r\nfunction getUsageThreshold(format: Format, count: number) {\r\n\t// For old metagames with extremely low total battle counts we adjust the thresholds\r\n\tif (count < 100) return Infinity;\r\n\tif (count < 400) return 0.05;\r\n\t// These formats are deemed to have playerbases of lower quality than normal\r\n\treturn /uber|anythinggoes|doublesou/.test(format.id) ? 0.03 : 0.01;\r\n}\r\n\r\nconst STATS = Dex.stats.ids();\r\n\r\nfunction fromSpread(spread: string) {\r\n\tconst [nature, revs] = spread.split(':');\r\n\tconst evs: Partial<StatsTable> = {};\r\n\tfor (const [i, rev] of revs.split('/').entries()) {\r\n\t\tconst ev = Number(rev);\r\n\t\tif (ev) evs[STATS[i]] = ev;\r\n\t}\r\n\treturn {nature, evs};\r\n}\r\n\r\nfunction top(weighted: {[key: string]: number}, n = 1): string | string[] | undefined {\r\n\tif (n === 0) return undefined;\r\n\t// Optimize the more common case with an linear algorithm instead of log-linear\r\n\tif (n === 1) {\r\n\t\tlet max;\r\n\t\tfor (const key in weighted) {\r\n\t\t\tif (!max || weighted[max] < weighted[key]) max = key;\r\n\t\t}\r\n\t\treturn max;\r\n\t}\r\n\treturn Object.entries(weighted)\r\n\t\t.sort((a, b) => b[1] - a[1])\r\n\t\t.slice(0, n)\r\n\t\t.map(x => x[0]);\r\n}\r\n\r\nclass RetryableError extends Error {\r\n\tconstructor(message?: string) {\r\n\t\tsuper(message);\r\n\t\t// restore prototype chain\r\n\t\tObject.setPrototypeOf(this, new.target.prototype);\r\n\t}\r\n}\r\n\r\n// We throttle to 20 QPS by only issuing one request every 50ms at most. 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