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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():
            with antd.Row(gutter=[32, 12]) as layout:

# ์ขŒ์ธก ํŒจ๋„ ๋ถ€๋ถ„ ์ˆ˜์ •
                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: 20px;">AI ์ฝ”๋”ฉ ์ฝ”ํŒŒ์ผ๋Ÿฟ: MOUSE(WEB)</h2>
                                    </div>
                                     """)
                        input = antd.InputTextarea(
                            size="large", 
                            allow_clear=True, 
                            placeholder=random.choice(DEMO_LIST)['description']
                        )

                        btn = antd.Button("send", type="primary", size="large")
                        clear_btn = antd.Button("clear history", type="default", size="large")

        # Examples ๋ฒ„ํŠผ ์ถ”๊ฐ€
                        antd.Divider("Try this example")
                        
                        example_btn = antd.Button(
                            "๋‹ค์ด๋‚˜๋ฏน ์ฐจํŠธ ๋Œ€์‰ฌ๋ณด๋“œ", 
                            type="default",
                            block=True,  # ์ „์ฒด ๋„ˆ๋น„ ์‚ฌ์šฉ
                            size="large"
                        )
                        example_btn.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(
                            "์นด๋“œ ๊ธฐ์–ต ๊ฒŒ์ž„", 
                            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]
                        )

                    
                    with antd.Modal(open=False, title="set system Prompt", width="800px") as system_prompt_modal:
                        systemPromptInput = antd.InputTextarea(
                            SystemPrompt, auto_size=True)

                    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")

                with antd.Col(span=24, md=16):
                    with ms.Div(elem_classes="right_panel"):
                        with antd.Flex(gap="small", elem_classes="setting-buttons"):
                            settingPromptBtn = antd.Button(
                                "โš™๏ธ set system Prompt", type="default")
                            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")

            settingPromptBtn.click(lambda: gr.update(
                open=True), inputs=[], outputs=[system_prompt_modal])
            system_prompt_modal.ok(lambda input: ({"system": input}, gr.update(
                open=False)), inputs=[systemPromptInput], outputs=[setting, system_prompt_modal])
            system_prompt_modal.cancel(lambda: gr.update(
                open=False), outputs=[system_prompt_modal])

            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)