add more future work for s4?

.gitignore

@@ -8,5 +8,151 @@ tmp/
 build
 htmlcov
 
-data.db
+*.db
 cache/
+token
+
+# Created by https://www.toptal.com/developers/gitignore/api/node
+# Edit at https://www.toptal.com/developers/gitignore?templates=node
+
+### Node ###
+# Logs
+logs
+*.log
+npm-debug.log*
+yarn-debug.log*
+yarn-error.log*
+lerna-debug.log*
+.pnpm-debug.log*
+
+# Diagnostic reports (https://nodejs.org/api/report.html)
+report.[0-9]*.[0-9]*.[0-9]*.[0-9]*.json
+
+# Runtime data
+pids
+*.pid
+*.seed
+*.pid.lock
+
+# Directory for instrumented libs generated by jscoverage/JSCover
+lib-cov
+
+# Coverage directory used by tools like istanbul
+coverage
+*.lcov
+
+# nyc test coverage
+.nyc_output
+
+# Grunt intermediate storage (https://gruntjs.com/creating-plugins#storing-task-files)
+.grunt
+
+# Bower dependency directory (https://bower.io/)
+bower_components
+
+# node-waf configuration
+.lock-wscript
+
+# Compiled binary addons (https://nodejs.org/api/addons.html)
+build/Release
+
+# Dependency directories
+node_modules/
+jspm_packages/
+
+# Snowpack dependency directory (https://snowpack.dev/)
+web_modules/
+
+# TypeScript cache
+*.tsbuildinfo
+
+# Optional npm cache directory
+.npm
+
+# Optional eslint cache
+.eslintcache
+
+# Optional stylelint cache
+.stylelintcache
+
+# Microbundle cache
+.rpt2_cache/
+.rts2_cache_cjs/
+.rts2_cache_es/
+.rts2_cache_umd/
+
+# Optional REPL history
+.node_repl_history
+
+# Output of 'npm pack'
+*.tgz
+
+# Yarn Integrity file
+.yarn-integrity
+
+# dotenv environment variable files
+.env
+.env.development.local
+.env.test.local
+.env.production.local
+.env.local
+
+# parcel-bundler cache (https://parceljs.org/)
+.cache
+.parcel-cache
+
+# Next.js build output
+.next
+out
+
+# Nuxt.js build / generate output
+.nuxt
+dist
+
+# Gatsby files
+.cache/
+# Comment in the public line in if your project uses Gatsby and not Next.js
+# https://nextjs.org/blog/next-9-1#public-directory-support
+# public
+
+# vuepress build output
+.vuepress/dist
+
+# vuepress v2.x temp and cache directory
+.temp
+
+# Docusaurus cache and generated files
+.docusaurus
+
+# Serverless directories
+.serverless/
+
+# FuseBox cache
+.fusebox/
+
+# DynamoDB Local files
+.dynamodb/
+
+# TernJS port file
+.tern-port
+
+# Stores VSCode versions used for testing VSCode extensions
+.vscode-test
+
+# yarn v2
+.yarn/cache
+.yarn/unplugged
+.yarn/build-state.yml
+.yarn/install-state.gz
+.pnp.*
+
+### Node Patch ###
+# Serverless Webpack directories
+.webpack/
+
+# Optional stylelint cache
+
+# SvelteKit build / generate output
+.svelte-kit
+
+# End of https://www.toptal.com/developers/gitignore/api/node

README.md

@@ -3,6 +3,8 @@
 Pokemon Showdown data processing, mostly for HHIRLLL's Pokemon league. Ugly as
 fuck.
 
+Also includes a bot to automate replay ingestion and provide misc utilities.
+
 ## Requirements
 
 - Python with sqlite
@@ -11,8 +13,8 @@ fuck.
 ## Usage
 
 ```sh
-$ ./main.py -h
+$ ./index.py -h
-usage: hhirlstats [-h] [-v] [-C] [-o FILE] replay [replay ...]
+usage: hhirlstats [-h] [-v] [-C] [-t FILE] [-o FILE] replay [replay ...]
 
 extracts stats from a Showdown replay
 
@@ -23,6 +25,8 @@ options:
   -h, --help            show this help message and exit
   -v, --verbose         add debugging info (default: None)
   -C, --no-cache        fetch replays instead of using cache (default: False)
+  -t FILE, --teams FILE
+                        JSON file defining players to teams (default: teams.json)
   -o FILE, --output FILE
                         output data file (default: data.db)
 ```
@@ -38,3 +42,14 @@ whatever SQL queries against the data file (default `data.db`) you want.
 - include timestamps in logs to correlate KOs with the mon that KOed
 - calculate gametime based on active turns rather than moves used
   - also solves the issue where paralyzed/confused turns are not counted
+- use asyncio in bot
+- allow for entering unplayed forfeits
+- easy correction of game drift (e.g., two games played for a single team in a week)
+- collect stats on teras and megas
+- inline common queries into the base database as views
+- channel filtering for replay collection
+- move/damage tracking:
+  - delayed damage (Future Sight and co)
+  - self-damage misattribution (Belly Drum, possibly Explosion)
+  - indirect status (Toxic Spikes)
+  - weather?

bot.py

@@ -0,0 +1,179 @@
+#!/usr/bin/env python3
+
+from collections import deque
+from discord.utils import setup_logging
+from typing import Optional
+import argparse
+import discord
+import logging
+import os.path
+import random
+import re
+import shutil
+import subprocess as sp
+
+discord.utils.setup_logging()
+_log = logging.getLogger(__name__)
+
+_GAMES = "games.txt"
+_DB = "holy-heck.db"
+_DB_DEST = f"/var/lib/grafana/{_DB}"
+
+
+def _write_game(content: str):
+    try:
+        with open(_GAMES, "a") as f:
+            f.write(content)
+            f.write("\n")
+    except:
+        _log.exception(f"failed writing game {content}")
+
+
+def _update_db():
+    try:
+        games = []
+        with open(_GAMES) as f:
+            for line in f:
+                games.append(line.strip())
+        sp.run(["./index.py", "-o", _DB] + games)
+        shutil.move(_DB, _DB_DEST)
+        _log.info("updated db")
+    except:
+        _log.exception(f"failed updating db")
+
+
+class BotClient(discord.Client):
+    def __init__(
+        self,
+        intents: discord.Intents,
+        leaguefacts: Optional[list[str]] = None,
+    ):
+        super().__init__(intents=intents)
+        self._recentfacts = deque(maxlen=min(len(leaguefacts) - 1, 5))
+        self._leaguefacts = leaguefacts or []
+        self._leaguefacts.append(
+            f"I know {len(self._leaguefacts)} leaguefacts but you'll never see most of them."
+        )
+        random.seed()
+
+    async def on_ready(self):
+        _log.info(f"ready as {self.user}")
+
+    async def on_message(self, message: discord.Message):
+        content = message.content
+        if self.is_command(message):
+            await self.on_command(message)
+        elif self.is_replay(message):
+            await self.on_replay(message)
+        elif self.is_leaguefact(message):
+            await self.on_leaguefact(message)
+
+    def is_command(self, message: discord.Message) -> bool:
+        return message.content.startswith("%")
+
+    async def on_command(self, message: discord.Message):
+        match re.split(" +", message.content):
+            case ["%calc?"] | ["%calc", "?"]:
+                await message.reply(content=self._help_calculate())
+            case ["%calc", *args]:
+                try:
+                    calc = await self._calculate(args)
+                    await message.reply(content=calc.strip())
+                except Exception as e:
+                    _log.exception("running calculation")
+                    await message.reply(
+                        content="```\n" + str(e) + "\n```", delete_after=10
+                    )
+            case _:
+                _log.info(f"Unrecognised command {message.content}")
+                await message.reply(content="Unrecognised command.")
+
+    def _help_calculate(self) -> str:
+        return (
+            "Run Showdown damage calculations.\n"
+            "Example format:\n"
+            "`  %calc -2 8 SpA Choice Specs Torkoal Overheat vs. 252 HP / 4+ SpD Assault Vest Abomasnow in Sun through Light Screen`\n"
+            "Supported: attacker/defender boosts, EVs, tera, item, ability, species; weather/terrain; screens."
+            "Not supported (popular): non-default multi hits; hazards."
+        )
+
+    async def _calculate(self, args: list[str]) -> str:
+        proc = sp.run(
+            ["node", "calc_main.js", "--"] + args, stdout=sp.PIPE, stderr=sp.PIPE
+        )
+        stderr = proc.stderr.decode().strip()
+        if proc.returncode != 0:
+            raise Exception(stderr)
+        if stderr:
+            _log.warning(f"running calculation '{args}': {stderr}")
+        return proc.stdout.decode()
+
+    def is_replay(self, message: discord.Message) -> bool:
+        if re.match("https://replay.pokemonshowdown.com/dl-.*", message.content):
+            return True
+        return False
+
+    async def on_replay(self, message: discord.Message):
+        _log.info(f"Recognised {message.content} as a League game")
+        _write_game(message.content)
+        _update_db()
+
+    def is_leaguefact(self, message: discord.Message) -> bool:
+        return message.content.lower() in ["leaguefact", "leaguefacts"]
+
+    async def on_leaguefact(self, message: discord.Message):
+        _log.info("leaguefact requested")
+        fact = self._select_leaguefact()
+        if fact:
+            await message.channel.send(f"Did you know? {fact}")
+        else:
+            await message.channel.send("There are no league facts.")
+
+    def _select_leaguefact(self) -> Optional[str]:
+        if not self._leaguefacts:
+            return None
+        choice = None
+        while True:
+            choice = random.choice(self._leaguefacts)
+            if choice not in self._recentfacts:
+                break
+        self._recentfacts.append(choice)
+        return choice
+
+
+def main():
+    parser = argparse.ArgumentParser()
+    parser.add_argument(
+        "-t",
+        "--token-file",
+        metavar="FILE",
+        default="token",
+        help="file containing Discord API token",
+    )
+    parser.add_argument(
+        "-f",
+        "--facts",
+        metavar="FILE",
+        default="facts.txt",
+        help="file containing leagefacts",
+    )
+
+    args = parser.parse_args()
+
+    facts = []
+    if os.path.exists(args.facts):
+        with open(args.facts) as f:
+            for line in f:
+                facts.append(line)
+
+    intents = discord.Intents.default()
+    intents.message_content = True
+    client = BotClient(leaguefacts=facts, intents=intents)
+
+    with open(args.token_file) as f:
+        token = f.read().strip()
+        client.run(token, log_handler=None)
+
+
+if __name__ == "__main__":
+    main()

calc.js

@@ -0,0 +1,364 @@
+import {
+  calculate,
+  toID,
+  Field,
+  Generations,
+  Move,
+  Pokemon,
+  Result,
+} from "@ajhyndman/smogon-calc";
+import assert from "assert";
+import { createToken, Lexer } from "chevrotain";
+
+const gen = Generations.get(9);
+
+/**
+ * @param {string} text
+ * @return {string}
+ */
+function escapeRegExp(text) {
+  return text.replace(/[\\^$*+?.()|[\]{}]/g, "\\$&");
+}
+
+/**
+ * Creates a lexer.
+ *
+ * @returns {Lexer}
+ */
+function buildLexer() {
+  const Boost = createToken({ name: "Boost", pattern: /[+-]\d+/ });
+  const EV = createToken({ name: "EV", pattern: /\d+[+-]?/ });
+  const Stat = createToken({
+    name: "Stat",
+    pattern: /HP|Atk|Def|SpA|SpD|Spe/,
+  });
+
+  const Item = createToken({
+    name: "Item",
+    pattern: new RegExp(
+      [...gen.items].map((i) => escapeRegExp(i.name)).join("|")
+    ),
+  });
+  const Ability = createToken({
+    name: "Ability",
+    pattern: new RegExp(
+      [...gen.abilities].map((a) => escapeRegExp(a.name)).join("|")
+    ),
+  });
+
+  const Pokemon = createToken({
+    name: "Pokemon",
+    pattern: new RegExp(
+      [...gen.species]
+        .flatMap((s) => [
+          // Important: formes are expanded first because the parser takes the
+          // first match, and the original species is always a subset of a
+          // forme.
+          ...(s.otherFormes || []).map(escapeRegExp),
+          escapeRegExp(s.name),
+        ])
+        .join("|")
+    ),
+  });
+  const Move = createToken({
+    name: "Move",
+    pattern: new RegExp(
+      [...gen.moves]
+        .map((m) => escapeRegExp(m.name))
+        .sort((a, b) => b.length - a.length)
+        .join("|")
+    ),
+  });
+
+  const whitespace = createToken({
+    name: "Whitespace",
+    pattern: /\s+/,
+    group: Lexer.SKIPPED,
+  });
+  const div = createToken({
+    name: "div",
+    pattern: "/",
+    group: Lexer.SKIPPED,
+  });
+  const vs = createToken({
+    name: "vs",
+    pattern: /vs\.?/,
+  });
+
+  const teraEnter = createToken({
+    name: "teraEnter",
+    pattern: "Tera",
+    push_mode: "tera_mode",
+  });
+  const Tera = createToken({
+    name: "Tera",
+    pattern: new RegExp(
+      [...gen.types].map((t) => escapeRegExp(t.name)).join("|")
+    ),
+    pop_mode: true,
+  });
+
+  const terrainEnter = createToken({
+    name: "terrainEnter",
+    pattern: "in",
+    push_mode: "terrain_mode",
+  });
+  const Weather = createToken({
+    name: "Weather",
+    pattern: /Sun|Rain|Sand|Snow/,
+    pop_mode: true,
+  });
+  const Terrain = createToken({
+    name: "Terrain",
+    pattern: /(Electric|Grassy|Misty|Psychic) Terrain/,
+    pop_mode: true,
+  });
+
+  const screenEnter = createToken({
+    name: "screenEnter",
+    pattern: "through",
+    push_mode: "screen_mode",
+  });
+
+  return new Lexer({
+    modes: {
+      default_mode: [
+        whitespace,
+        div,
+        vs,
+        Boost,
+        EV,
+        Stat,
+        Item,
+        Ability,
+        Pokemon,
+        Move,
+        teraEnter,
+        terrainEnter,
+        screenEnter,
+      ],
+      tera_mode: [whitespace, Tera],
+      terrain_mode: [whitespace, Weather, Terrain],
+      screen_mode: [whitespace, Move],
+    },
+    defaultMode: "default_mode",
+  });
+}
+
+/**
+ * @generator
+ * @template T item type
+ * @param {T[]} arr
+ * @yields {T} item
+ */
+function* iterate(arr) {
+  for (const a of arr) {
+    yield a;
+  }
+}
+
+/**
+ * @param {string} type token type
+ * @param {import("chevrotain").IToken} token token
+ * @return {string} matched token
+ */
+function unwrapToken(type, token) {
+  assert(
+    token.tokenType.name == type,
+    `expected token ${type}, got ${token.tokenType.name}`
+  );
+  return token.image;
+}
+
+const POS_NATURES = {
+  atk: "Adamant",
+  def: "Bold",
+  spa: "Modest",
+  spd: "Calm",
+  spe: "Jolly",
+};
+
+const NEG_NATURES = {
+  atk: "Modest",
+  def: "Lonely",
+  spa: "Adamant",
+  spd: "Rash",
+  spe: "Brave",
+};
+
+/**
+ * Parses a Smogon calculator output:
+ *
+ * -2 8 SpA Choice Specs Torkoal vs.
+ * 252 HP / 4+ SpD Assault Vest Abomasnow
+ * in Sun
+ * through Light Screen
+ *
+ * @param {string} line textual line
+ * @return {Result} calculation result
+ */
+function parseAndCalculate(line) {
+  const lexer = buildLexer();
+  const result = lexer.tokenize(line);
+  if (result.errors && result.errors.length > 0) {
+    console.error("Unparsed tokens: %o", result.errors);
+  }
+
+  /** @type {string} */
+  var attacker;
+  /** @type {string} */
+  var defender;
+
+  /** @type {import("@ajhyndman/smogon-calc").State.Pokemon} */
+  var attackerOpts = {};
+  /** @type {import("@ajhyndman/smogon-calc").State.Pokemon} */
+  var defenderOpts = {};
+
+  /** @type {string} */
+  var move;
+  /** @type {import("@ajhyndman/smogon-calc").State.Field} */
+  var field = {};
+
+  // Tokenising state.
+  var isAttacker = true;
+  var it = iterate(result.tokens);
+
+  const opts = () => (isAttacker ? attackerOpts : defenderOpts);
+
+  while (true) {
+    let item = it.next().value;
+    if (!item) break;
+    switch (item.tokenType.name) {
+      case "Boost":
+        {
+          let boost = unwrapToken("Boost", item);
+          let ev = unwrapToken("EV", it.next().value);
+          let stat = unwrapToken("Stat", it.next().value).toLowerCase();
+          opts().boosts = { [stat]: parseInt(boost), ...opts().boosts };
+          opts().evs = { [stat]: parseInt(ev), ...opts().evs };
+          if (ev.endsWith("+")) {
+            opts().nature = POS_NATURES[stat];
+          } else if (ev.endsWith("-")) {
+            opts().nature = NEG_NATURES[stat];
+          }
+        }
+        break;
+      case "EV":
+        {
+          let ev = unwrapToken("EV", item);
+          let stat = unwrapToken("Stat", it.next().value).toLowerCase();
+          opts().evs = { [stat]: parseInt(ev), ...opts().evs };
+          if (ev.endsWith("+")) {
+            opts().nature = POS_NATURES[stat];
+          } else if (ev.endsWith("-")) {
+            opts().nature = NEG_NATURES[stat];
+          }
+        }
+        break;
+      case "Item":
+        opts().item = unwrapToken("Item", item);
+        break;
+      case "Ability":
+        opts().ability = unwrapToken("Ability", item);
+        break;
+      case "Pokemon":
+        {
+          let name = unwrapToken("Pokemon", item);
+          if (isAttacker) attacker = name;
+          else defender = name;
+        }
+        break;
+      case "Move":
+        move = unwrapToken("Move", item);
+        break;
+      case "teraEnter":
+        opts().teraType = unwrapToken("Tera", it.next().value);
+        break;
+      case "terrainEnter":
+        {
+          let next = it.next().value;
+          switch (next.tokenType.name) {
+            case "Weather":
+              field.weather = next.image;
+              break;
+            case "Terrain":
+              field.terrain = next.image.replace(" Terrain", "");
+              break;
+            default:
+              throw Error(
+                `Unhandled field condition ${next.tokenType.name}: ${next.image}`
+              );
+          }
+        }
+        break;
+      case "screenEnter":
+        {
+          let screen = unwrapToken("Move", it.next().value);
+          field.defenderSide = field.defenderSide || {};
+          field.defenderSide.isLightScreen = screen === "Light Screen";
+          field.defenderSide.isReflect = screen === "Reflect";
+          field.defenderSide.isAuroraVeil = screen === "Aurora Veil";
+          field.defenderSide.is;
+        }
+        break;
+      case "vs":
+        isAttacker = false;
+        break;
+      default:
+        console.error("unmatched token type: %s", item.tokenType.name);
+        break;
+    }
+  }
+
+  // Pre-checking before the calculator throws unreadable errors.
+  if (!gen.species.get(toID(attacker)))
+    throw Error(`No species named ${attacker}`);
+  if (!gen.species.get(toID(defender)))
+    throw Error(`No species named ${defender}`);
+  if (!gen.moves.get(toID(move))) throw Error(`No move named ${move}`);
+
+  return calculate(
+    gen,
+    new Pokemon(gen, attacker, attackerOpts),
+    new Pokemon(gen, defender, defenderOpts),
+    new Move(gen, move),
+    new Field(field)
+  );
+}
+
+function test() {
+  const text =
+    "-2 8 SpA Choice Specs Torkoal Overheat vs. 252 HP / 4+ SpD Assault Vest Abomasnow in Sun through Light Screen";
+  var res = parseAndCalculate(text);
+
+  assert(res.attacker.boosts.spa === -2, "should have -2 SpA");
+  assert(res.attacker.evs.spa === 8, "should have 8 SpA EVs");
+  assert(res.attacker.item === "Choice Specs", "should have Choice Specs");
+  assert(res.attacker.name === "Torkoal", "should be Torkoal");
+  assert(res.move.name === "Overheat", "should be Overheat");
+  assert(res.defender.evs.hp === 252, "should have 252 HP EVs");
+  assert(res.defender.evs.spd === 4, "should have 4 SpD EVs");
+  assert(res.field.weather === "Sun", "should be in sun");
+
+  assert(
+    res.desc().replace(/:.*/, "") === text,
+    "non-damage text should be equivalent to input"
+  );
+
+  res = parseAndCalculate("Tera Electric Iron Hands Wild Charge vs Basculin");
+  assert(res.attacker.teraType === "Electric", "should parse tera type");
+
+  res = parseAndCalculate("Gallade-Mega Triple Axel vs Gligar");
+  assert(res.attacker.name === "Gallade-Mega", "should parse Mega forme");
+
+  res = parseAndCalculate("Zoroark-Hisui Night Slash vs Golem");
+  assert(res.attacker.name === "Zoroark-Hisui", "should parse regional forme");
+
+  res = parseAndCalculate("Ditto Thunder Punch vs. Avalugg");
+  assert(
+    res.move.name === "Thunder Punch",
+    "should match entire move that is a superset of another move"
+  );
+}
+
+export { parseAndCalculate, test };

calc_main.js

@@ -0,0 +1,8 @@
+import { parseAndCalculate } from "./calc.js";
+
+// FIXME: issue with using execArgv.
+let args = process.argv.slice(2);
+if (args[0] === "--") args = args.slice(1);
+const line = args.join(" ");
+const res = parseAndCalculate(line);
+console.log(res.fullDesc());

facts.txt

@@ -0,0 +1,45 @@
+The Canberra Mamoswines have fielded the most unique Pokémon, with 16. The Cheyenne Chimchars have fielded the least, with 6.
+The Raleigh County Revavrooms have drafted the most unique Pokémon, with 18. The Cheyenne Chimchars have drafted the least, with 10.
+Barrow's Biggest Birds have made the most free agency exchanges so far, with 2 exchanges totalling 6 members.
+Despite their name, Barrow's Biggest Birds do not currently possess any of largest birds in season 3, and have only had at most three birds on their roster. They briefly had the tallest drafted bird, Quaquaval, but exchanged them in week 3.
+The Raleigh County Revavrooms conducted the single largest free agency exchange of season 3 in week 3, replacing eight members of their roster.
+The Canberra Mamoswines are the slowest team, with an average of 65 Speed across their roster. The Buenos Aires Aggrons are the fastest, with an average of 84.6 Speed.
+The Nimbasa City Ninjasks have the greatest Speed differential between their fastest and slowest members, of 112 points. Emily's Eevees and the Raleigh County Revavrooms are tied for the lowest differential, of 72 points.
+The Raleigh County Revavrooms have the largest roster, with up to 13 bodies across their 10 members. Prior to week 6, the Buenos Aires Aggrons had the most heads, with 14.
+As of week 4, Emily's Eevees have the fewest limbs in season 3, with only 24. Only two of their members are in the Amporphous egg group.
+The Nimbasa City Ninjasks and the Scheveningen Slow Brows are tied for the most Toxic roster, with 2 Pokémon each capable of learning the move.
+Prior to week 6, Cerluedge had more kills than all other Fire-type Pokémon combined that aren't some kind of Volcarona, as befitting of its ability, Flash Fire.
+Landorus is the only Force of Nature that has not been drafted in season 3.
+No Therian-Forme Forces of Nature have been drafted in season 3.
+Emily's Eevees is the only roster to not have a Pokémon with more than 100 Speed.
+Most teams have an average member cost of 12 points. The San Francisco 549ers are most unevenly weighted team, with a standard distribution of 6.99 points. The Canberra Mamoswines are the most evenly weighted, with a standard distribution of 5.06 points.
+Only one team does not have a regional or alternate variant of a Pokémon on their roster: the Nimbasa City Ninjasks.
+The East Midland Milotics have the fattest roster, claiming both Dondozo and Bellibolt.
+Two teams have more than one 2-cost Pokémon in their rosters: Barrow's Biggest Birds and the Nimbasa City Ninjasks, each with 2 members. Four teams have no 2-cost Pokémon at all.
+Moltres is the only legendary bird that has not been drafted in season 3.
+Tyranitar and Haxorus are the only available pseudo-legendary Pokémon to not be drafted (either directly or as a variant) in season 3.
+Frosmoth is the biggest underdog in season 3 so far, having 4 knockouts to its name while only being a 2-point Pokémon.
+The Buenos Aires Aggrons and Canberra Mamoswines are tied for having the largest type overlap on their rosters: the Aggrons have 4 Water-types, and the Mamoswines have 4 Electric-types.
+6 Pokémon have been drafted more than once in season 3: Altaria, Amoongus, Gastrodon, Goodra-Hisui, Oricorio, and Quaquaval.
+help
+I have exactly 3 facts, and they're all about how fast teams are.
+6-0s happen more often than you'd think. It may even happen to you!
+Pivot moves make up approximately 12% of all moves used in season 3. This is because U-turn is the only pivoting move to be widely available outside Pokémon of the same type as the move. This will probably be fixed in generation 10.
+Brute Bonnet is the only ancient Paradox Pokémon to not be drafted in season 3 (among those available). However, Amoongus has been. They are very upset by this.
+Only two future Paradox Pokémon have not been drafted in season 3: Iron Jugulus and Iron Thorns. Iron Jugulus is resentful that Hydreigon has seen lots of play, but it hasn't.
+As usual, Flareon is the only original Eeveelution to not be drafted in season 3.
+After 5 generations of competitive relevance, Heatran is still weak to Earthquake.
+#holy-heck-pokemon-league contains the letters "OKHO" in order, so Discord suggests it when searching for OKHO.
+Donphan and Volcarona are the most-drafted Pokémon in season 3.
+252+ Atk Choice Band Quark Drive Iron Hands Wild Charge vs. 252 HP / 252+ Def Dondozo in Electric Terrain: 564-666 (111.9 - 132.1%) -- guaranteed OHKO
+Prior to week 6, Zapdos-G had a K/D ratio of 9:2, and both of its deaths were due to recoil.
+Wave Crash causes significant recoil because Floatzel travels at approximately 78392 miles per hour when it uses it. Something about slippery otters.
+Cyclizar
+Ice-types are topping the KO leaderboard. How did this happen?
+Froslass has not landed a damaging move in season 3, and has only inflicted damage through Spikes and Destiny Bond.
+People can be busy. Please allow 4-6 weeks for updated facts.
+The San Francisco 549ers and Scheveningen Slow Bros are tied for winning the most 6-0s of season 3, with two matches each.
+Barrow's Biggest Birds and Mew York are tied for winning the most games by surrender, with two matches each.
+No Pokémon has fainted due to Confusion in season 3.
+No Pokémon has led a single team in every match. However, 11 Pokémon have led in every match they have been fielded, and The Cheyenne Chimchars' Ting-Lu has the highest rate of leading, being fielded first in 66.7% of all of their games.
+Aside from the Cheyenne Chimchars, two teams are tied for the most staples (Pokémon fielded every single match): Mew York's Torkoal and Slither Wing, and the Scheveningen Slow Bros' Slowking-G and Corviknight.

flake.nix

@@ -13,10 +13,15 @@
             buildInputs =
               let
                 python = pkgs.python3.withPackages (ps: [
+                  ps.discordpy
                   ps.requests
                 ]);
               in
-              [ python pkgs.sqlite ];
+              [
+                pkgs.nodejs
+                python
+                pkgs.sqlite
+              ];
           };
         });
 }

games.txt

@@ -18,3 +18,6 @@ https://replay.pokemonshowdown.com/dl-gen9paldeadexposthomedraft-33751
 https://replay.pokemonshowdown.com/dl-gen9paldeadexposthomedraft-33998
 https://replay.pokemonshowdown.com/dl-gen9paldeadexposthomedraft-34087
 https://replay.pokemonshowdown.com/dl-gen9paldeadexposthomedraft-34672
+https://replay.pokemonshowdown.com/dl-gen9paldeadexposthomedraft-36025
+https://replay.pokemonshowdown.com/dl-gen9paldeadexposthomedraft-36096
+https://replay.pokemonshowdown.com/dl-gen9paldeadexposthomedraft-37058

index.py

@@ -358,7 +358,7 @@ def fetch(replay: str, cache: bool = True) -> Replay:
     return Replay(**data)
 
 
-def main(args):
+def main():
     parser = argparse.ArgumentParser(
         prog=APP,
         description="extracts stats from a Showdown replay",
@@ -389,7 +389,7 @@ def main(args):
     )
     parser.add_argument("replay", nargs="+", help="replay ID or URL")
 
-    args = parser.parse_args(args)
+    args = parser.parse_args()
     if args.verbose and args.verbose > 1:
         LOG.setLevel(logging.TRACE)
     elif args.verbose:
@@ -435,4 +435,4 @@ def main(args):
 
 
 if __name__ == "__main__":
-    main(sys.argv[1:])
+    main()

package-lock.json

@@ -0,0 +1,82 @@
+{
+  "name": "hhirls",
+  "version": "1.0.0",
+  "lockfileVersion": 3,
+  "requires": true,
+  "packages": {
+    "": {
+      "name": "hhirls",
+      "version": "1.0.0",
+      "license": "WTFPL",
+      "dependencies": {
+        "@ajhyndman/smogon-calc": "^0.8.0",
+        "chevrotain": "^10.5.0"
+      }
+    },
+    "node_modules/@ajhyndman/smogon-calc": {
+      "version": "0.8.0",
+      "resolved": "https://registry.npmjs.org/@ajhyndman/smogon-calc/-/smogon-calc-0.8.0.tgz",
+      "integrity": "sha512-jx/gY1uSD70skzE0xE7+lUPp7KxKKqj3PcyRLMCejbd9A68PwnBKfbDP3pW5ILX9Dy+9R9m6OkiPCa9K4qi/pQ==",
+      "dependencies": {
+        "@types/node": "^18.14.2"
+      }
+    },
+    "node_modules/@chevrotain/cst-dts-gen": {
+      "version": "10.5.0",
+      "resolved": "https://registry.npmjs.org/@chevrotain/cst-dts-gen/-/cst-dts-gen-10.5.0.tgz",
+      "integrity": "sha512-lhmC/FyqQ2o7pGK4Om+hzuDrm9rhFYIJ/AXoQBeongmn870Xeb0L6oGEiuR8nohFNL5sMaQEJWCxr1oIVIVXrw==",
+      "dependencies": {
+        "@chevrotain/gast": "10.5.0",
+        "@chevrotain/types": "10.5.0",
+        "lodash": "4.17.21"
+      }
+    },
+    "node_modules/@chevrotain/gast": {
+      "version": "10.5.0",
+      "resolved": "https://registry.npmjs.org/@chevrotain/gast/-/gast-10.5.0.tgz",
+      "integrity": "sha512-pXdMJ9XeDAbgOWKuD1Fldz4ieCs6+nLNmyVhe2gZVqoO7v8HXuHYs5OV2EzUtbuai37TlOAQHrTDvxMnvMJz3A==",
+      "dependencies": {
+        "@chevrotain/types": "10.5.0",
+        "lodash": "4.17.21"
+      }
+    },
+    "node_modules/@chevrotain/types": {
+      "version": "10.5.0",
+      "resolved": "https://registry.npmjs.org/@chevrotain/types/-/types-10.5.0.tgz",
+      "integrity": "sha512-f1MAia0x/pAVPWH/T73BJVyO2XU5tI4/iE7cnxb7tqdNTNhQI3Uq3XkqcoteTmD4t1aM0LbHCJOhgIDn07kl2A=="
+    },
+    "node_modules/@chevrotain/utils": {
+      "version": "10.5.0",
+      "resolved": "https://registry.npmjs.org/@chevrotain/utils/-/utils-10.5.0.tgz",
+      "integrity": "sha512-hBzuU5+JjB2cqNZyszkDHZgOSrUUT8V3dhgRl8Q9Gp6dAj/H5+KILGjbhDpc3Iy9qmqlm/akuOI2ut9VUtzJxQ=="
+    },
+    "node_modules/@types/node": {
+      "version": "18.16.1",
+      "resolved": "https://registry.npmjs.org/@types/node/-/node-18.16.1.tgz",
+      "integrity": "sha512-DZxSZWXxFfOlx7k7Rv4LAyiMroaxa3Ly/7OOzZO8cBNho0YzAi4qlbrx8W27JGqG57IgR/6J7r+nOJWw6kcvZA=="
+    },
+    "node_modules/chevrotain": {
+      "version": "10.5.0",
+      "resolved": "https://registry.npmjs.org/chevrotain/-/chevrotain-10.5.0.tgz",
+      "integrity": "sha512-Pkv5rBY3+CsHOYfV5g/Vs5JY9WTHHDEKOlohI2XeygaZhUeqhAlldZ8Hz9cRmxu709bvS08YzxHdTPHhffc13A==",
+      "dependencies": {
+        "@chevrotain/cst-dts-gen": "10.5.0",
+        "@chevrotain/gast": "10.5.0",
+        "@chevrotain/types": "10.5.0",
+        "@chevrotain/utils": "10.5.0",
+        "lodash": "4.17.21",
+        "regexp-to-ast": "0.5.0"
+      }
+    },
+    "node_modules/lodash": {
+      "version": "4.17.21",
+      "resolved": "https://registry.npmjs.org/lodash/-/lodash-4.17.21.tgz",
+      "integrity": "sha512-v2kDEe57lecTulaDIuNTPy3Ry4gLGJ6Z1O3vE1krgXZNrsQ+LFTGHVxVjcXPs17LhbZVGedAJv8XZ1tvj5FvSg=="
+    },
+    "node_modules/regexp-to-ast": {
+      "version": "0.5.0",
+      "resolved": "https://registry.npmjs.org/regexp-to-ast/-/regexp-to-ast-0.5.0.tgz",
+      "integrity": "sha512-tlbJqcMHnPKI9zSrystikWKwHkBqu2a/Sgw01h3zFjvYrMxEDYHzzoMZnUrbIfpTFEsoRnnviOXNCzFiSc54Qw=="
+    }
+  }
+}

package.json

@@ -0,0 +1,17 @@
+{
+  "name": "hhirls",
+  "version": "1.0.0",
+  "description": "Pokemon Showdown data processing, mostly for HHIRLLL's Pokemon league. Ugly as fuck.",
+  "main": "calc.js",
+  "type": "module",
+  "scripts": {
+    "calc": "node calc_main.js",
+    "test": "node -e 'import(\"./calc.js\").then(mod => mod.test())'"
+  },
+  "author": "",
+  "license": "WTFPL",
+  "dependencies": {
+    "@ajhyndman/smogon-calc": "^0.8.0",
+    "chevrotain": "^10.5.0"
+  }
+}