import aiosqlite import discord import redbot.core from redbot.core import Config from redbot.core import commands import math import random import re from .errors import * MAX_IGNORED_STRINGS_PER_GUILD = 50 MAX_TOKEN_GENERATION_ITERATIONS = 1000 MAX_WORD_LENGTH = 50 class Markov(commands.Cog): def __init__(self, bot): self.bot = bot self.config = Config.get_conf( self, identifier="551742410770612234|085c218a-e850-4b07-9fc9-535c1b0d4c73" ) self.config.register_guild(use_messages=False, ignored_strings=[]) self.config.register_member(use_messages=True) self.config.register_channel(use_messages=False) self.db_path = redbot.core.data_manager.cog_data_path(self) / "markov.db" async def cog_load(self): with open( redbot.core.data_manager.bundled_data_path(self) / "init.sql", "r" ) as setup_script_file: async with aiosqlite.connect(self.db_path) as db: await db.executescript(setup_script_file.read()) @commands.Cog.listener() async def on_message_without_command(self, message): if not await self.config.guild(message.guild).use_messages(): return if not await self.config.channel(message.channel).use_messages(): return if not await self.config.member(message.author).use_messages(): return if message.author.id == self.bot.user.id: return await self.process_message( message.clean_content, message.guild.id, message.author.id ) async def process_message(self, clean_content: str, guild_id: int, member_id: int): # Strip out ignored strings for ignored_string in await self.config.guild_from_id(guild_id).ignored_strings(): clean_content = clean_content.replace(ignored_string, "") # Strip out URL-esque patterns - a run of characters without spaces that contains '://' within it clean_content = re.sub(r"(?: |^)\w+:\/\/[^ ]+(?: |$)", " ", clean_content) # Extract words and punctuation, normalize to lowercase, add sentinel (empty string) on either end # NOTE: if changing the punctuation in the regex, also changing PUNCTUATION in generate() tokens = ( [""] + [ word for word in re.findall(r"[\w']+|[\.,!?\/]", clean_content) if len(word) <= MAX_WORD_LENGTH ] + [""] ) if len(tokens) <= 2: return async with aiosqlite.connect(self.db_path) as db: for i in range(len(tokens) - 1): first_token = tokens[i] second_token = tokens[i + 1] await db.execute( "INSERT INTO guild_pairs(guild_id, first_token, second_token, frequency)" " VALUES (?, ?, ?, 1)" " ON CONFLICT(guild_id, first_token, second_token)" " DO UPDATE SET frequency = frequency + 1;", (self.uint_to_bytes(guild_id), first_token, second_token), ) await db.execute( "INSERT INTO guild_total_completion_count(guild_id, first_token, total_completion_count)" " VALUES(?, ?, 1)" " ON CONFLICT(guild_id, first_token)" " DO UPDATE SET total_completion_count = total_completion_count + 1;", (self.uint_to_bytes(guild_id), first_token), ) await db.execute( "INSERT INTO member_pairs(guild_id, member_id, first_token, second_token, frequency)" " VALUES (?, ?, ?, ?, 1)" " ON CONFLICT(guild_id, member_id, first_token, second_token)" " DO UPDATE SET frequency = frequency + 1;", ( self.uint_to_bytes(guild_id), self.uint_to_bytes(member_id), first_token, second_token, ), ) await db.execute( "INSERT INTO member_total_completion_count(guild_id, member_id, first_token, total_completion_count)" " VALUES(?, ?, ?, 1)" " ON CONFLICT(guild_id, member_id, first_token)" " DO UPDATE SET total_completion_count = total_completion_count + 1;", ( self.uint_to_bytes(guild_id), self.uint_to_bytes(member_id), first_token, ), ) await db.commit() def uint_to_bytes(self, x: int): if x < 0: raise ValueError(f"x must be non-negative (got {x})") return x.to_bytes(math.ceil(x.bit_length() / 8), byteorder="big", signed=False) @commands.group() async def markov(self, _ctx): """ Base for all markov commands. """ pass @markov.command() async def optout(self, ctx): """ Opt out of processing your messages to build Markov chains. """ await self.config.member(ctx.author).use_messages.set(False) await ctx.reply( "Words in your messages will no longer be processed by the markov cog.\n" f"You can use `{ctx.clean_prefix}markov optin` to opt back in." ) @markov.command() async def optin(self, ctx): """ Opt in to processing your messages to build Markov chains. (This is the default.) """ await self.config.member(ctx.author).use_messages.set(True) await ctx.reply( "Words in your messages will now be processed by the markov cog.\n" f"You can use `{ctx.clean_prefix}markov optout` to opt out." ) @markov.command() @commands.admin_or_can_manage_channel() async def toggle_channel(self, ctx): """ Enable/disable processing in this channel (must be enabled for the guild using toggle_guild as well). """ channel_conf = self.config.channel(ctx.channel) new_state = not (await channel_conf.use_messages()) await channel_conf.use_messages.set(new_state) await ctx.reply( f"This channel will be {'processed' if new_state else 'ignored'} by the markov cog." ) @markov.command() @commands.admin_or_permissions(manage_server=True) async def enable_all_channels(self, ctx): """ Enable processing in all channels. You can disable the undesired ones individually. The default for a new channel will remain disabled. """ for channel in await ctx.guild.fetch_channels(): await self.config.channel(channel).use_messages.set(True) await ctx.reply("Enabled markov processing in all existing channels.") @markov.command() @commands.admin_or_permissions(manage_server=True) async def disable_all_channels(self, ctx): """ Disable processing in all channels. You can enable the desired ones individually. """ for channel in await ctx.guild.fetch_channels(): await self.config.channel(channel).use_messages.set(False) await ctx.reply("Disabled markov processing in all existing channels.") @markov.command() @commands.admin_or_permissions(manage_guild=True) async def toggle_guild(self, ctx): """ Enable/disable the markov cog in this guild. You still need to enable processing of each channel with toggle_channel or enable_all_channels/disable_all_channels. """ guild_conf = self.config.guild(ctx.guild) new_state = not (await guild_conf.use_messages()) await guild_conf.use_messages.set(new_state) await ctx.reply( f"The markov cog is now {'enabled' if new_state else 'disabled'} in this guild." ) @markov.group() async def ignore_string(self, _ctx): pass @ignore_string.command() @commands.admin_or_permissions(manage_guild=True) async def add(self, ctx, *, ignored_string: str): """ Replace every instance of this string with the empty string before further processing a message. WARNING: this can mess up your tokenization if misused. I recommend breaking on a word boundary. """ if not ignored_string: await ctx.reply("Error: ignored_string must have length greater than 0") return async with self.config.guild(ctx.guild).ignored_strings() as ignored_strings: if len(ignored_strings) >= MAX_IGNORED_STRINGS_PER_GUILD: await ctx.reply( "Error: you already have the maximum number of ignored strings in this guild" f" ({MAX_IGNORED_STRINGS_PER_GUILD})." ) return ignored_strings.append(ignored_string) await ctx.reply(f"Added that to the excluded strings for this guild.") @ignore_string.command() @commands.admin_or_permissions(manage_guild=True) async def remove(self, ctx, num: int): """ Remove ignored string with ID num. You can see the IDs in `markov ignored_string list`. """ async with self.config.guild(ctx.guild).ignored_strings() as ignored_strings: string = ignored_strings[num - 1] try: del ignored_strings[num - 1] except IndexError: await ctx.reply("Error: no ignored string with that ID existed!") else: await ctx.reply(f"Removed {repr(string)} from your ignored strings.") @ignore_string.command() @commands.admin_or_permissions(manage_guild=True) async def list(self, ctx): text = "" for i, question in enumerate( await self.config.guild(ctx.guild).ignored_strings() ): text += f"{i + 1}. {repr(question)}\n" pages = list(redbot.core.utils.chat_formatting.pagify(text)) if pages: message = await ctx.reply(".") await redbot.core.utils.menus.menu(ctx, pages, message=message) else: await ctx.reply("No ignored strings yet.") @markov.command() async def generate(self, ctx, member: discord.Member | None): if not await self.config.guild(ctx.guild).use_messages(): await ctx.reply("Not enabled in this guild.") return if member is not None: if not await self.config.member(member).use_messages(): await ctx.reply("That member has opted out of markov generation.") return # NOTE: if changing PUNCTUATION, also change the regex in process_message() with the corresponding note PUNCTUATION = ".,!?/" if member is None: result = "" token = "" async with aiosqlite.connect(self.db_path) as db: while True: row = await ( await db.execute( "SELECT total_completion_count FROM guild_total_completion_count" " WHERE guild_id = ? AND first_token = ?;", (self.uint_to_bytes(ctx.guild.id), token), ) ).fetchone() if row is None: if token == "": await ctx.reply("Error: no data for this guild yet!") return raise MarkovGenerationError( "Table guild_total_completion_count had no row for token" f" {repr(token)} for guild {ctx.guild.id} - this should never happen!" ) completion_count = row[0] for i in range(MAX_TOKEN_GENERATION_ITERATIONS): row = await ( await db.execute( "SELECT second_token, frequency FROM guild_pairs" " WHERE guild_id = ? AND first_token = ?" " ORDER BY frequency DESC LIMIT 1 OFFSET ?;", (self.uint_to_bytes(ctx.guild.id), token, i), ) ).fetchone() if row is None: raise MarkovGenerationError( "There was no completion in guild_pairs for token" f" {repr(token)} for guild {ctx.guild.id} on iteration {i}" " - this should never happen!" ) next_token, frequency = row if random.randint(1, completion_count) <= frequency: if next_token in PUNCTUATION: result = result[:-1] + next_token + " " else: result += next_token + " " token = next_token break completion_count -= frequency if completion_count <= 0: raise MarkovGenerationError( "Sum of all frequencies in guild_pairs for token" f" {repr(token)} in guild {ctx.guild.id} added up" " to more than completion_count or we failed to" " choose a completion despite trying all of them" " This should never happen!" ) else: token = "" if token == "": break await ctx.reply(result, allowed_mentions=discord.AllowedMentions.none()) else: result = "" token = "" async with aiosqlite.connect(self.db_path) as db: while True: row = await ( await db.execute( "SELECT total_completion_count FROM member_total_completion_count" " WHERE guild_id = ? AND member_id = ? AND first_token = ?;", ( self.uint_to_bytes(ctx.guild.id), self.uint_to_bytes(member.id), token, ), ) ).fetchone() if row is None: if token == "": await ctx.reply("Error: no data for this member yet!") return raise MarkovGenerationError( "Table member_total_completion_count had no row for token" f" {repr(token)} for guild {ctx.guild.id} member {member.id}" " - this should never happen!" ) completion_count = row[0] for i in range(MAX_TOKEN_GENERATION_ITERATIONS): row = await ( await db.execute( "SELECT second_token, frequency FROM member_pairs" " WHERE guild_id = ? AND member_id = ? AND first_token = ?" " ORDER BY frequency DESC LIMIT 1 OFFSET ?;", ( self.uint_to_bytes(ctx.guild.id), self.uint_to_bytes(member.id), token, i, ), ) ).fetchone() if row is None: raise MarkovGenerationError( "There was no completion in guild_pairs for token" f" {repr(token)} for guild {ctx.guild.id} member {member.id}" f" on iteration {i} - this should never happen!" ) next_token, frequency = row if random.randint(1, completion_count) <= frequency: if next_token in PUNCTUATION: result = result[:-1] + next_token + " " else: result += next_token + " " token = next_token break completion_count -= frequency if completion_count <= 0: raise MarkovGenerationError( "Sum of all frequencies in guild_pairs for token" f" {repr(token)} for guild {ctx.guild.id} member" f" {member.id} added up to more than completion_count" " or we failed to choose a completion despite trying" " all of them. This should never happen!" ) else: token = "" if token == "": break await ctx.reply(result, allowed_mentions=discord.AllowedMentions.none())