DHEIVER's picture
Update app.py
e0f3324 verified
import os
import re
from http import HTTPStatus
from typing import Dict, List, Optional, Tuple
import base64
import dashscope
import gradio as gr
from dashscope import Generation
from dashscope.api_entities.dashscope_response import Role
import modelscope_studio.components.base as ms
import modelscope_studio.components.legacy as legacy
import modelscope_studio.components.antd as antd
from config import SystemPrompt
YOUR_API_TOKEN = os.getenv('YOUR_API_TOKEN')
dashscope.api_key = YOUR_API_TOKEN
DEMO_LIST = [
{
"title": "Calculadora",
"description": "Crie uma calculadora simples com operações básicas",
},
{
"title": "Lista de Tarefas",
"description": "Desenvolva uma aplicação para gerenciar tarefas diárias",
},
{
"title": "Contador",
"description": "Crie um contador interativo com botões de incremento e decremento",
},
{
"title": "Formulário de Contato",
"description": "Desenvolva um formulário de contato com validação de campos",
}
]
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) -> Tuple[str, 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>"
def demo_card_click(e: gr.EventData):
index = e._data['component']['index']
return DEMO_LIST[index]['description']
with gr.Blocks(css_paths="app.css") as demo:
history = gr.State([])
setting = gr.State({
"system": SystemPrompt,
})
with ms.Application() as app:
with antd.ConfigProvider():
with antd.Row(gutter=[32, 12]) as layout:
with antd.Col(span=24, md=8):
with antd.Flex(vertical=True, gap="middle", wrap=True):
header = gr.HTML("""
<div class="left_header">
<img src="//img.alicdn.com/imgextra/i2/O1CN01KDhOma1DUo8oa7OIU_!!6000000000220-1-tps-240-240.gif" width="200px" />
<h1>Assistente de Código Qwen2.5</h1>
</div>
""")
input = antd.InputTextarea(
size="large", allow_clear=True, placeholder="Descreva a aplicação que você deseja criar...")
btn = antd.Button("Enviar", type="primary", size="large")
clear_btn = antd.Button("Limpar Histórico", type="default", size="large")
antd.Divider("Exemplos")
with antd.Flex(gap="small", wrap=True):
with ms.Each(DEMO_LIST):
with antd.Card(hoverable=True, as_item="card") as demoCard:
antd.CardMeta()
demoCard.click(demo_card_click, outputs=[input])
antd.Divider("Configurações")
with antd.Flex(gap="small", wrap=True):
settingPromptBtn = antd.Button(
"⚙️ Configurar Prompt", type="default")
codeBtn = antd.Button("🧑‍💻 Ver Código", type="default")
historyBtn = antd.Button("📜 Histórico", type="default")
with antd.Modal(open=False, title="Configurar Prompt do Sistema", width="800px") as system_prompt_modal:
systemPromptInput = antd.InputTextarea(
SystemPrompt, auto_size=True)
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])
with antd.Drawer(open=False, title="Código", placement="left", width="750px") as code_drawer:
code_output = legacy.Markdown()
codeBtn.click(lambda: gr.update(open=True),
inputs=[], outputs=[code_drawer])
code_drawer.close(lambda: gr.update(
open=False), inputs=[], outputs=[code_drawer])
with antd.Drawer(open=False, title="Histórico", placement="left", width="900px") as history_drawer:
history_output = legacy.Chatbot(show_label=False, flushing=False, height=960, elem_classes="history_chatbot")
historyBtn.click(history_render, inputs=[history], outputs=[history_drawer, history_output])
history_drawer.close(lambda: gr.update(
open=False), inputs=[], outputs=[history_drawer])
with antd.Col(span=24, md=16):
with ms.Div(elem_classes="right_panel"):
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="Aguardando sua descrição...", elem_classes="right_content")
with antd.Tabs.Item(key="loading"):
loading = antd.Spin(True, tip="Gerando código...", size="large", elem_classes="right_content")
with antd.Tabs.Item(key="render"):
sandbox = gr.HTML(elem_classes="html_content")
def generation_code(query: Optional[str], _setting: Dict[str, str], _history: Optional[History]):
if query is None:
query = ''
if _history is None:
_history = []
messages = history_to_messages(_history, _setting['system'])
messages.append({'role': Role.USER, 'content': query})
gen = Generation.call(model="qwen2.5-coder-32b-instruct",
messages=messages,
result_format='message',
stream=True)
for response in gen:
if response.status_code == HTTPStatus.OK:
role = response.output.choices[0].message.role
content = response.output.choices[0].message.content
if response.output.choices[0].finish_reason == 'stop':
_history = messages_to_history(messages + [{
'role': role,
'content': content
}])
yield {
code_output: content,
history: _history,
sandbox: send_to_sandbox(remove_code_block(content)),
state_tab: gr.update(active_key="render"),
code_drawer: gr.update(open=False),
}
else:
yield {
code_output: content,
state_tab: gr.update(active_key="loading"),
code_drawer: gr.update(open=True),
}
else:
raise ValueError(
'Request id: %s, Status code: %s, error code: %s, error message: %s'
% (response.request_id, response.status_code, response.code,
response.message))
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)