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import os
import re
import random
from http import HTTPStatus
from typing import Dict, List, Optional, Tuple
import base64
import anthropic
from functools import partial

import gradio as gr
import modelscope_studio.components.base as ms
import modelscope_studio.components.legacy as legacy
import modelscope_studio.components.antd as antd
from config import DEMO_LIST, SystemPrompt

def get_image_base64(image_path):
    with open(image_path, "rb") as image_file:
        encoded_string = base64.b64encode(image_file.read()).decode()
    return encoded_string
    
YOUR_API_TOKEN = os.getenv('ANTHROPIC_API_KEY')
client = anthropic.Anthropic(api_key=YOUR_API_TOKEN)

class Role:
    SYSTEM = "system"
    USER = "user"
    ASSISTANT = "assistant"

History = List[Tuple[str, str]]
Messages = List[Dict[str, str]]

def history_to_messages(history: History, system: str) -> Messages:
    messages = [{'role': Role.SYSTEM, 'content': system}]
    for h in history:
        messages.append({'role': Role.USER, 'content': h[0]})
        messages.append({'role': Role.ASSISTANT, 'content': h[1]})
    return messages

def messages_to_history(messages: Messages) -> History:
    assert messages[0]['role'] == Role.SYSTEM
    history = []
    for q, r in zip(messages[1::2], messages[2::2]):
        history.append([q['content'], r['content']])
    return history

def remove_code_block(text):
    pattern = r'```html\n(.+?)\n```'
    match = re.search(pattern, text, re.DOTALL)
    if match:
        return match.group(1).strip()
    else:
        return text.strip()

def history_render(history: History):
    return gr.update(open=True), history

def clear_history():
    return []

def send_to_sandbox(code):
    encoded_html = base64.b64encode(code.encode('utf-8')).decode('utf-8')
    data_uri = f"data:text/html;charset=utf-8;base64,{encoded_html}"
    return f"<iframe src=\"{data_uri}\" width=\"100%\" height=\"920px\"></iframe>"

with gr.Blocks(css_paths="app.css") as demo:
    history = gr.State([])
    setting = gr.State({
        "system": SystemPrompt,
    })

    def generation_code(query: Optional[str], _setting: Dict[str, str], _history: Optional[History]):
        if not query or query.strip() == '':
            query = random.choice(DEMO_LIST)['description']  # ๋นˆ ์ฟผ๋ฆฌ์ผ ๊ฒฝ์šฐ ๋žœ๋ค ์˜ˆ์ œ ์‚ฌ์šฉ
        
        if _history is None:
            _history = []
        
        messages = history_to_messages(_history, _setting['system'])
        system_message = messages[0]['content']
        
        claude_messages = [
            {"role": msg["role"] if msg["role"] != "system" else "user", "content": msg["content"]} 
            for msg in messages[1:] + [{'role': Role.USER, 'content': query}]
            if msg["content"].strip() != ''  # ๋นˆ ๋ฉ”์‹œ์ง€ ํ•„ํ„ฐ๋ง
        ]
        
        try:
            yield [
                "Generating code...",
                _history,
                None,
                gr.update(active_key="loading"),
                gr.update(open=True)
            ]
    
            with client.messages.stream(
                model="claude-3-5-sonnet-20241022",
                max_tokens=7800,
                system=system_message,
                messages=claude_messages
            ) as stream:
                collected_content = ""
                for chunk in stream:
                    if chunk.type == "content_block_delta":
                        delta = chunk.delta.text
                        collected_content += delta
                        
                        yield [
                            collected_content,
                            _history,
                            None,
                            gr.update(active_key="loading"),
                            gr.update(open=True)
                        ]
            
                _history = messages_to_history([
                    {'role': Role.SYSTEM, 'content': system_message}
                ] + claude_messages + [{
                    'role': Role.ASSISTANT,
                'content': collected_content
                }])
            
                yield [
                    collected_content,
                    _history,
                    send_to_sandbox(remove_code_block(collected_content)),
                    gr.update(active_key="render"),
                    gr.update(open=True)
                ]
        
        except Exception as e:
            print(f"Error details: {str(e)}")  # ๋””๋ฒ„๊น…์„ ์œ„ํ•œ ์—๋Ÿฌ ์ถœ๋ ฅ
            raise ValueError(f'Error calling Claude API: {str(e)}')

    with ms.Application() as app:
        with antd.ConfigProvider():
            # ๋ฉ”์ธ ์ปจํ…์ธ ๋ฅผ ์œ„ํ•œ Row
            with antd.Row(gutter=[32, 12]) as layout:
                # ์ขŒ์ธก ํŒจ๋„
                with antd.Col(span=24, md=8):
                    with antd.Flex(vertical=True, gap="middle", wrap=True):
                        header = gr.HTML(f"""
                                    <div class="left_header">
                                     <img src="data:image/gif;base64,{get_image_base64('mouse.gif')}" width="360px" />
                                     <h1 style="font-size: 18px;">๊ณ ์–‘์ด๋„ ๋ฐœ๋กœ ์ฝ”๋”ฉํ•˜๋Š” 'MOUSE-I'</h2>
                                     <h1 style="font-size: 10px;">์ž…๋ ฅ์—†์ด 'Send' ๋ฒ„ํŠผ ํด๋ฆญ์‹œ ๋žœ๋คํ•œ ์˜ˆ์ œ ์ฝ”๋“œ ์ƒ์„ฑ. ์ƒ์„ฑ๋œ ์ฝ”๋“œ๋งŒ ํ”„๋กฌํ”„ํŠธ์— ๋ถ™์—ฌ๋„ฃ๊ณ  'Code ์‹คํ–‰' ๋ฒ„ํŠผ ํด๋ฆญ์‹œ ํ™”๋ฉด์— ์ฆ‰์‹œ ์„œ๋น„์Šค๊ฐ€ ์‹คํ–‰. ๋ฌธ์˜: [email protected] </h2> 
                                    </div>
                                     """)
                        input = antd.InputTextarea(
                            size="large", 
                            allow_clear=True, 
                            placeholder=random.choice(DEMO_LIST)['description']
                        )

                        # ๋ฒ„ํŠผ๋“ค์„ ๊ฐ€๋กœ๋กœ ๋ฐฐ์น˜ํ•˜๊ธฐ ์œ„ํ•œ Flex ์ปจํ…Œ์ด๋„ˆ
                        with antd.Flex(gap="small", justify="space-between"):
                            btn = antd.Button("Send", type="primary", size="large")
                            execute_btn = antd.Button("Code ์‹คํ–‰", type="default", size="large")
                            clear_btn = antd.Button("Clear", type="default", size="large")

                        # Examples ๋ฒ„ํŠผ๋“ค ์ถ”๊ฐ€
                        antd.Divider("Try these examples")

                        # ๋‘ ๋ฒˆ์งธ ์˜ˆ์ œ ๋ฒ„ํŠผ
                        example_btn0 = antd.Button(
                            "MBTI ์ง„๋‹จ ์„œ๋น„์Šค", 
                            type="default",
                            block=True,
                            size="large"
                        )
                        example_btn0.click(
                            fn=lambda: "MBTI ์ง„๋‹จ์„ ์œ„ํ•ด 15๊ฐœ์˜ ์งˆ๋ฌธ๊ณผ ๊ฐ๊ด€์‹ ๋‹ต๋ณ€์„ ํ†ตํ•ด MBTI ์ง„๋‹จ ๊ฒฐ๊ณผ ๋ฐ ํ•ด๋‹น ์„ฑ๊ฒฉ์— ๋Œ€ํ•œ ์ƒ์„ธํ•œ ๊ฒฐ๊ณผ๋ฅผ ์ถœ๋ ฅํ•˜๋ผ",
                            inputs=[],
                            outputs=[input]
                        )
                        
                        # ์ฒซ ๋ฒˆ์งธ ์˜ˆ์ œ ๋ฒ„ํŠผ
                        example_btn1 = antd.Button(
                            "๋‹ค์ด๋‚˜๋ฏน ์ฐจํŠธ ๋Œ€์‰ฌ๋ณด๋“œ", 
                            type="default",
                            block=True,
                            size="large"
                        )
                        example_btn1.click(
                            fn=lambda: "Create an interactive dashboard with Chart.js showing different types of charts (line, bar, pie) with smooth animations. Include buttons to switch between different data views.",
                            inputs=[],
                            outputs=[input]
                        )

                        # ๋‘ ๋ฒˆ์งธ ์˜ˆ์ œ ๋ฒ„ํŠผ
                        example_btn2 = antd.Button(
                            "[๊ฒŒ์ž„] ์นด๋“œ ๊ธฐ์–ต๋ ฅ", 
                            type="default",
                            block=True,
                            size="large"
                        )
                        example_btn2.click(
                            fn=lambda: "Create a classic memory matching card game with flip animations. Include a scoring system, timer, and difficulty levels. Add satisfying match/mismatch animations and sound effects using Web Audio API.",
                            inputs=[],
                            outputs=[input]
                        )

                        # ๋‘ ๋ฒˆ์งธ ์˜ˆ์ œ ๋ฒ„ํŠผ
                        example_btn3 = antd.Button(
                            "ํƒ€๋กœ์นด๋“œ ์šด์ƒˆ", 
                            type="default",
                            block=True,
                            size="large"
                        )
                        example_btn3.click(
                            fn=lambda: "ํƒ€๋กœ์นด๋“œ ์šด์„ธ๋ฅผ ์ ์น˜๋Š”๊ฒƒ์„ ์ƒ์„ฑํ•˜๋ผ. ์•„์ฃผ ์ƒ์„ธํ•˜๊ณ  ์ „๋ฌธ์ ์ด๋ฉด์„œ ์‰ฝ๊ณ  ๊ธธ๊ฒŒ ๋‹ต๋ณ€ํ•˜๋ผ. ๋ชจ๋“  ๋‹ต๋ณ€๊ณผ ์„ค๋ช…์€ ํ•œ๊ธ€๋กœ ํ•˜๋ผ",
                            inputs=[],
                            outputs=[input]
                        )

                       # ๋‘ ๋ฒˆ์งธ ์˜ˆ์ œ ๋ฒ„ํŠผ
                        example_btn4 = antd.Button(
                            "[๊ฒŒ์ž„] ํ…ŒํŠธ๋ฆฌ์Šค", 
                            type="default",
                            block=True,
                            size="large"
                        )
                        example_btn4.click(
                            fn=lambda: "Classic Tetris Game: Start๊ณผ ReStart ๋ฒ„ํŠผ๊ณผ ๊ธฐ๋Šฅ ์ ์šฉ, Game Over(๋ง‰๋Œ€๊ฐ€ ๊ฐ€์žฅ ์ƒ๋‹จ๊นŒ์ง€ ๋ˆ„์ ํ•ด์„œ ์Œ“์˜€์„๋•Œ), ๋ง‰๋Œ€๊ฐ€ ํ•œ์ค„ ๊ฐ€๋“ ์ฑ„์›Œ์กŒ์„๋•Œ ํ•œ์ค„์ด ์‚ญ์ œ, ๋–จ์–ด์ง„ ๋ง‰๋Œ€๋Š” ์‚ฌ๋ผ์ง€์ง€ ์•Š๊ณ  ๋ฐ˜๋“œ์‹œ ๋ˆ„์ ํ•ด์„œ ์Œ“์„๊ฒƒ. ๋ง‰๋Œ€ ์šฐ์ธก/์ขŒ์ธก/๋‚ด๋ฆฌ๊ธฐ(space)/๋ง‰๋Œ€์˜ ์ž์ฒด ๋ชจ์–‘๋งŒ ๋ฐ”๊ฟˆ(up) ๋ฒ„ํŠผ ์ง€์›, ๋‚˜๋จธ์ง€๋Š” Tetris ๊ธฐ๋ณธ ๊ทœ์น™์„ ๋”ฐ๋ฆ„",
                            inputs=[],
                            outputs=[input]
                        )                    
                    
                    
                    # Drawer ์ปดํฌ๋„ŒํŠธ๋“ค
                    with antd.Drawer(open=False, title="code", placement="left", width="750px") as code_drawer:
                        code_output = legacy.Markdown()

                    with antd.Drawer(open=False, title="history", placement="left", width="900px") as history_drawer:
                        history_output = legacy.Chatbot(show_label=False, flushing=False, height=960, elem_classes="history_chatbot")

                # ์šฐ์ธก ํŒจ๋„
                with antd.Col(span=24, md=16):
                    with ms.Div(elem_classes="right_panel"):
                        with antd.Flex(gap="small", elem_classes="setting-buttons"):
                            codeBtn = antd.Button("๐Ÿง‘โ€๐Ÿ’ป view code", type="default")
                            historyBtn = antd.Button("๐Ÿ“œ history", type="default")
                            
                        gr.HTML('<div class="render_header"><span class="header_btn"></span><span class="header_btn"></span><span class="header_btn"></span></div>')
                        with antd.Tabs(active_key="empty", render_tab_bar="() => null") as state_tab:
                            with antd.Tabs.Item(key="empty"):
                                empty = antd.Empty(description="empty input", elem_classes="right_content")
                            with antd.Tabs.Item(key="loading"):
                                loading = antd.Spin(True, tip="coding...", size="large", elem_classes="right_content")
                            with antd.Tabs.Item(key="render"):
                                sandbox = gr.HTML(elem_classes="html_content")

            # Code ์‹คํ–‰ ๋ฒ„ํŠผ ์ด๋ฒคํŠธ ํ•ธ๋“ค๋Ÿฌ
            def execute_code(query: str):
                if not query or query.strip() == '':
                    return None, gr.update(active_key="empty")
                
                try:
                    # HTML ์ฝ”๋“œ ๋ธ”๋ก ํ™•์ธ
                    if '```html' in query and '```' in query:
                        # HTML ์ฝ”๋“œ ๋ธ”๋ก ์ถ”์ถœ
                        code = remove_code_block(query)
                    else:
                        # ์ž…๋ ฅ๋œ ํ…์ŠคํŠธ๋ฅผ ๊ทธ๋Œ€๋กœ ์ฝ”๋“œ๋กœ ์‚ฌ์šฉ
                        code = query.strip()
                    
                    return send_to_sandbox(code), gr.update(active_key="render")
                except Exception as e:
                    print(f"Error executing code: {str(e)}")
                    return None, gr.update(active_key="empty")

            # ์ด๋ฒคํŠธ ํ•ธ๋“ค๋Ÿฌ๋“ค
            execute_btn.click(
                fn=execute_code,
                inputs=[input],
                outputs=[sandbox, state_tab]
            )

            codeBtn.click(lambda: gr.update(open=True),
                          inputs=[], outputs=[code_drawer])
            code_drawer.close(lambda: gr.update(
                open=False), inputs=[], outputs=[code_drawer])

            historyBtn.click(history_render, inputs=[history], outputs=[history_drawer, history_output])
            history_drawer.close(lambda: gr.update(
                open=False), inputs=[], outputs=[history_drawer])

            btn.click(
                generation_code,
                inputs=[input, setting, history],
                outputs=[code_output, history, sandbox, state_tab, code_drawer]
            )
            
            clear_btn.click(clear_history, inputs=[], outputs=[history])

if __name__ == "__main__":
    demo.queue(default_concurrency_limit=20).launch(ssr_mode=False)