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import os

from multiprocess import Process

# test again?

import discord

import traceback

import json

import torch

import logging

from flask import Flask

import random

from threading import Thread

from discord.ext import tasks

import datetime

import requests

import ast

import aiohttp

import io

from PIL import Image

import asyncio

from colorama import Fore, Back, Style

import re

def extract_content(input_string, first_delimiter="<image>", second_delimiter="</image>"):
  # Define the pattern to match text inside delimiters
  pattern = re.escape(first_delimiter) + '(.*?)' + re.escape(second_delimiter)

  # Use re.findall to find all matches of the pattern in the input string
  matches = re.findall(pattern, input_string)
  if len(matches) == 0:
    matches.append("")

  return matches

app = Flask('')


@app.route('/')
def main():
  return "Your bot is alive!"


def run():
  from waitress import serve
  serve(app, host="0.0.0.0", port=8080)


def ka():
  server = Thread(target=run)
  server.start()


HF_TOKEN = os.environ["HF_TOKEN"]

model = "openchat/openchat-3.5-0106"
API_URL = "https://api-inference.huggingface.co/models/" + model
headers = {"Authorization": f"Bearer {HF_TOKEN}"}

from diffusers import StableDiffusionXLImg2ImgPipeline
from diffusers.utils import load_image

pipe = StableDiffusionXLImg2ImgPipeline.from_pretrained(
    "stabilityai/stable-diffusion-xl-refiner-1.0", torch_dtype=torch.float16, variant="fp16", use_safetensors=True
)

def generate_latex_image(latex_code):
  api_url = "https://latex.codecogs.com/svg.latex?"
  Response = requests.get(api_url + latex_code)
  return Response.content

imgmodel = "stabilityai/stable-diffusion-2-1"
IMG_URL = "https://api-inference.huggingface.co/models/" + imgmodel
headers = {"Authorization": f"Bearer {HF_TOKEN}"}

def generate(prompt):
  payload = {"inputs": prompt, "options":{"wait_for_model":True}}
  Response = requests.post(IMG_URL, headers=headers, json=payload)
  return Response.content

def query(x):
  x["parameters"] = {}
  x["options"] = {"wait_for_model": True}
  Response = requests.post(API_URL, headers=headers, json=x)
  return Response.json()


launch_time = datetime.datetime.utcnow()

intents = discord.Intents.default()
intents.message_content = True

client = discord.Client(intents=intents)


@tasks.loop(minutes=1)
async def presence():
  delta_uptime = datetime.datetime.utcnow() - launch_time
  hours, remainder = divmod(int(delta_uptime.total_seconds()), 3600)
  minutes, seconds = divmod(remainder, 60)
  days, hours = divmod(hours, 24)
  print(f"Online Time: {days:02d}d | {hours:02d}h | {minutes:02d}m | {seconds:02d}s")
  await client.change_presence(status = discord.Status.dnd,
    activity = discord.Activity(type=discord.ActivityType.playing, 
    large_image = "https://i.imgur.com/Kk2BvJg.jpg",
    large_text = "This is Game Icon",
    name = "Escaping the IRS.",
    details = "",
    state = f"Running for {days:02d}d | {hours:02d}h | {minutes:02d}m"))

@client.event
async def on_ready():
  print(f'We have logged in as {client.user}')
  presence.start()


@client.event
async def on_message(message:discord.Message):
  for user in message.mentions:
    message.content = message.content.replace(f"<@{user.id}>", f"@{user.display_name}")
  try:
    msgchannel = message.channel
    try:
      msgchannel_name = msgchannel.name
      guild = message.guild
      guild_name = guild.name
    except:
      guild_name = "Direct"
      msgchannel_name = message.author.display_name
    # await msgchannel.typing()
    s = f"{Fore.LIGHTGREEN_EX}{message.author.display_name}#{message.author.discriminator}: {Fore.WHITE}{message.content} {Fore.LIGHTBLUE_EX} {msgchannel_name} {Fore.LIGHTMAGENTA_EX} {guild_name}"
    print(Style.RESET_ALL)
    print(s)
    if message.author == client.user:
      return
    s = f"GPT4 Correct {message.author}: {message.content}<|end_of_turn|>"
    try:
      with open(os.path.join(guild_name, f"{msgchannel_name}.txt"), "a") as f:
        f.write(s)
    except:
      os.mkdir(guild_name)
      with open(os.path.join(guild_name, f"{msgchannel_name}.txt"), "a") as f:
        f.write(
            """GPT4 Correct system: You are lr, a discord bot. You were made by Araeyn.
            You must use the markdown format for your responses.
            Do not excessively use bullet points.
            Use emojis at the start of your responses.
            Use <title> at the start of your title for the response and </title> at the end of the title.
            Your title must summarize the user's message.
            If the user asks you to generate an image, use the start tag <image> and the end tag </image> around the prompt to generate it. Put this at the end of your response. Do not use a link for the image.
            For example, if the user asks you to generate an image of a cat, you would say <image>A cute cat with long fur that is looking out a window with curious eyes.</image>
            Always include a title.
            Do not generate images unless the user speciifes that they want an image.
            <|end_of_turn|>"""
        )
        f.write(s)
    if client.user in message.mentions or guild_name == "Direct":
      async with msgchannel.typing():
        with open(os.path.join(guild_name, f"{msgchannel_name}.txt"), "r") as f:
          o = f.read()
        title = ""            
        embed = discord.Embed(title=title, description= "...", color=0x1e81b0)
        embed.set_footer(text="""Information or code generated by Lyre may not always be correct. Lyre was made by Araeyn.""")
        e = await message.reply(embed=embed)
        o += "GPT4 Correct Assistant: "
        print("right before query step.")
        y = query({"inputs": o})
        print("Got past query step.")
        print(y)
        r = y[0]["generated_text"][len(o):]
        title = extract_content(r, first_delimiter="<title>", second_delimiter="</title>")[0]
        l = 0
        r = ""
        while not ("<|end_of_turn|>" in y[0]["generated_text"][
            len(o):] or "GPT4 Correct" in y[0]["generated_text"][len(o):]):
          l += 1
          r = y[0]["generated_text"][len(o):]
          title = extract_content(r, "<title>", "</title>")[0]
          print(title)
          r = r.replace("<title>" + title + "</title>", "")
          print(r)
          embed.title = title
          embed.description = r
          await e.edit(embed=embed)
          py = y[0]["generated_text"]
          y = query({"inputs": y[0]["generated_text"]})
          if y[0]["generated_text"] == py:
            break
      r = r.split("<|end_of_turn|>")[0]
      r = r.split("GPT4 Correct")[0]
      embed.description = r
      await e.edit(embed=embed)
      with open(os.path.join(guild_name, f"{msgchannel_name}.txt"), "a") as f:
        f.write("GPT4 Correct Assistant: ")
        f.write(r)
        f.write("<|end_of_turn|>")
      if "<image>" in r and "</image>" in r:
        i = extract_content(r)[0]
        r = r.replace("<image>" + i + "</image>", "")
        load = random.choice(["https://cdn.dribbble.com/users/744913/screenshots/4094897/media/771a495231b798c0ccf7a59a19f31946.gif", "https://cdn.dribbble.com/users/563824/screenshots/3633228/media/b620ccb3ae8c14ea5447d159ebb1da58.gif", "https://cdn.dribbble.com/users/563824/screenshots/4155980/media/d3828cd14ed415eb6f90310991e06f27.gif", "https://cdn.dribbble.com/users/107759/screenshots/3498589/media/5bc45101de34a80ea71238a02f3a75b5.gif"])
        if r.replace("\n", "") != "":  
          embed.description = r
          await e.edit(embed=embed)
          embed.set_image(url=load)
          await e.edit(embed=embed)
        else:
          embed.clear_fields()
          embed.set_image(url=load)
          await e.edit(embed=embed)
        image_bytes = generate(i)
        try: image = Image.open(io.BytesIO(image_bytes))
        except: print(image_bytes)
        image.save(f"latest.png")
        prompt = ""
        init_image = load_image(url).convert("RGB")
        image = pipe(prompt, image=init_image).images[0]
        pipe.unet = torch.compile(pipe.unet, mode="reduce-overhead", fullgraph=True)
        image.save("latest.png")
        embed.set_image(url="attachment://latest.png")
        await e.edit(embed=embed, attachments=[discord.File(fp=f"latest.png")])
        os.system("rm " + f"latest.png")
      else:
        embed.description = r
        await e.edit(embed=embed)
  except Exception as e:
    embed = discord.Embed(title="Error", description=f"```{traceback.format_exc()}```")
    await message.channel.send(embed=embed)

@client.event
async def on_disconnect():
  await client.change_presence(status = discord.Status.dnd,
    activity = discord.Activity(type=discord.ActivityType.playing, 
    large_image = "https://i.imgur.com/Kk2BvJg.jpg",
    large_text = "This is Game Icon",
    name = "Currently on the run from the IRS.",
    details = "🔫",
    )
  )

ka()
def start():
    import gradio as gr
    def greet(name, intensity):
        return "1 " * intensity + name + "!"
    
    demo = gr.Interface(
        fn=greet,
        inputs=["text", "slider"],
        outputs=["text"],
    )
    
    demo.launch()
token = os.environ["TOKEN"]
if token == "":
  raise Exception("Please add your token to the Secrets pane.")
print("started gradio app")
Process(target=start).start()

def t():
    client.run(token)

Process(target=t).start()