app.py

import gradio as gr
import io 
from PIL import Image 
import base64
import requests
import json 
from PIL import 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

def base2picture(resbase64):
    res=resbase64.split(',')[1]
    img_b64decode = base64.b64decode(res)
    image = io.BytesIO(img_b64decode)
    img = Image.open(image)
    return img 

def filter_content(raw_style: str):
    if "(" in raw_style:
        i = raw_style.index("(")
    else :
        i = -1

    if i == -1:
        return raw_style
    else :
        return raw_style[:i]

def request_images(raw_text, class_draw, style_draw, batch_size):
    if filter_content(class_draw) != "国画":
        if filter_content(class_draw) != "通用":
            raw_text = raw_text + f"，{filter_content(class_draw)}"

        for sty in style_draw:
            raw_text = raw_text + f"，{filter_content(sty)}"
        print(f"raw text is {raw_text}")
        url = "http://flagart.baai.ac.cn/api/general/"
    elif filter_content(class_draw) == "国画":
        if raw_text.endswith("国画"):
            pass 
        else :
            raw_text = raw_text + "，国画"
        url = "http://flagart.baai.ac.cn/api/guohua/"

    d = {"data":[raw_text, batch_size]}
    r = requests.post(url, json=d, headers={"Content-Type": "application/json", "Accept": "*/*", "Accept-Encoding": "gzip, deflate, br", "Connection": "keep-alive"})
    result_text = r.text
    content = json.loads(result_text)["data"][0]
    images = []
    for i in range(batch_size):
        # print(content[i])
        images.append(base2picture(content[i]))        

    return images 

examples = [
    '水墨蝴蝶和牡丹花，国画',
    '苍劲有力的墨竹，国画',
    '暴风雨中的灯塔',
    '机械小松鼠，科学幻想',
    '中国水墨山水画，国画',
    "Lighthouse in the storm",
    "A dog",
    "Landscape by 张大千",
    "A tiger 长了兔子耳朵",
    "A baby bird 铅笔素描",

]

if __name__ == "__main__":
    block = gr.Blocks(css=read_content('style.css'))

    with block:
        gr.HTML(read_content("header.html"))

        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="Input text(输入文字)",
                        interactive=True,
                    ).style(
                        border=(True, False, True, True),
                        rounded=(True, False, False, True),
                        container=False,
                    )
                    
                    btn = gr.Button("Generate image").style(
                        margin=False,
                        rounded=(True, True, True, True),
                    )
                with gr.Row().style(mobile_collapse=False, equal_height=True):
                    class_draw = gr.Dropdown(["通用(general)", "国画(traditional Chinese painting)", 
                                                "照片，摄影(picture photography)", "油画(oil painting)", 
                                                "铅笔素描(pencil sketch)", "CG", 
                                                "水彩画(watercolor painting)", "水墨画(ink and wash)",
                                                "插画(illustrations)", "3D"],
                                            label="生成类型(type)",
                                            show_label=True,
                                            value="通用(general)")
                with gr.Row().style(mobile_collapse=False, equal_height=True):
                    style_draw = gr.CheckboxGroup(["蒸汽朋克(steampunk)", "电影摄影风格(film photography)", 
                                                "概念艺术(concept art)", "Warming lighting", 
                                                "Dramatic lighting", "Natural lighting", 
                                                "虚幻引擎(unreal engine)", "4k", "8k",
                                                "充满细节(full details)"],
                                            label="画面风格(style)",
                                            show_label=True,
                                            )
                with gr.Row().style(mobile_collapse=False, equal_height=True):
                     sample_size = gr.Slider(minimum=1,
                                            maximum=4,
                                            step=1,
                                            label="生成数量(number)",
                                            show_label=True,
                                            interactive=True,
                                            )

            gallery = gr.Gallery(
                label="Generated images", show_label=False, elem_id="gallery"
            ).style(grid=[2], height="auto")

            gr.Examples(examples=examples, fn=request_images, inputs=text, outputs=gallery, examples_per_page=100)
            text.submit(request_images, inputs=[text, class_draw, style_draw, sample_size], outputs=gallery)
            btn.click(request_images, inputs=[text, class_draw, style_draw, sample_size], outputs=gallery)

        gr.HTML(read_content("footer.html"))
        # gr.Image('./contributors.png')

    block.queue(max_size=50, concurrency_count=20).launch()