import os import requests from uuid import uuid4 from PIL import Image import gradio as gr def gen_image(prompt: str): """generate the image from the chinese stable diffusion model of paddlenlp server Args: prompt (str): the source of the prompt """ if not prompt: return access_token = os.environ['token'] url = f"https://aip.baidubce.com/rpc/2.0/nlp-itec/poc/chinese_stable_diffusion?access_token={access_token}" content = requests.post(url, json={"text": prompt}).content try: new_content = content.decode(encoding='utf-8') if new_content.startswith("error: "): return [] except: pass cache_dir = 'images' os.makedirs(cache_dir, exist_ok=True) tempfile = os.path.join(cache_dir, f'{str(uuid4())}.png') with open(tempfile, 'wb') as f: f.write(content) image = Image.open(tempfile) os.remove(tempfile) return [image] def read_content(file_path: str) -> str: """read the content of target file """ with open(file_path, 'r', encoding='utf-8') as f: content = f.read() return content block = gr.Blocks(css=read_content('style.css')) examples = [ '枯藤老树昏鸦,水墨画', '小桥流水人家,水墨画', '古道西风瘦马,水墨画', '夕阳西下,水墨画', '断肠人在天涯,水墨画', '白日依山尽,水墨画', '黄河入海流,水墨画', '欲穷千里目,水墨画', '更上一层楼,水墨画', ] with block: gr.HTML(read_content("header.html")) gr.Markdown("> 非常抱歉,由于一些原因,此Space临时停止服务,等国庆之后会重新发布。", elem_id='warning', visible=True) gr.Markdown("[![Stargazers repo roster for @PaddlePaddle/PaddleNLP](https://reporoster.com/stars/PaddlePaddle/PaddleNLP)](https://github.com/PaddlePaddle/PaddleNLP)") with gr.Group(): with gr.Box(): with gr.Row().style(mobile_collapse=False, equal_height=True): text = gr.Textbox( label="Prompt", show_label=False, max_lines=1, placeholder="输入中文,生成图片", ).style( border=(True, False, True, True), rounded=(True, False, False, True), container=False, ) btn = gr.Button("Generate image").style( margin=False, rounded=(False, True, True, False), ) gallery = gr.Gallery( label="Generated images", show_label=False, elem_id="gallery" ).style(grid=[1, 1], height="auto") gr.Examples(examples=examples, fn=gen_image, inputs=text, outputs=gallery) # text.submit(gen_image, inputs=text, outputs=gallery) # btn.click(gen_image, inputs=text, outputs=gallery) gr.Image('./paddlenlp-preview.jpeg') gr.HTML(read_content("footer.html")) block.queue(concurrency_count=5).launch(debug=True)