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import os
import random
import gradio
from modules.shared import opts
inspiration_system_path = os.path.join(opts.inspiration_dir, "system")
def read_name_list(file, types=None, keyword=None):
if not os.path.exists(file):
return []
ret = []
f = open(file, "r")
line = f.readline()
while len(line) > 0:
line = line.rstrip("\n")
if types is not None:
dirname = os.path.split(line)
if dirname[0] in types and keyword in dirname[1].lower():
ret.append(line)
else:
ret.append(line)
line = f.readline()
return ret
def save_name_list(file, name):
name_list = read_name_list(file)
if name not in name_list:
with open(file, "a") as f:
f.write(name + "\n")
def get_types_list():
files = os.listdir(opts.inspiration_dir)
types = []
for x in files:
path = os.path.join(opts.inspiration_dir, x)
if x[0] == ".":
continue
if not os.path.isdir(path):
continue
if path == inspiration_system_path:
continue
types.append(x)
return types
def get_inspiration_images(source, types, keyword):
keyword = keyword.strip(" ").lower()
get_num = int(opts.inspiration_rows_num * opts.inspiration_cols_num)
if source == "Favorites":
names = read_name_list(os.path.join(inspiration_system_path, "faverites.txt"), types, keyword)
names = random.sample(names, get_num) if len(names) > get_num else names
elif source == "Abandoned":
names = read_name_list(os.path.join(inspiration_system_path, "abandoned.txt"), types, keyword)
names = random.sample(names, get_num) if len(names) > get_num else names
elif source == "Exclude abandoned":
abandoned = read_name_list(os.path.join(inspiration_system_path, "abandoned.txt"), types, keyword)
all_names = []
for tp in types:
name_list = os.listdir(os.path.join(opts.inspiration_dir, tp))
all_names += [os.path.join(tp, x) for x in name_list if keyword in x.lower()]
if len(all_names) > get_num:
names = []
while len(names) < get_num:
name = random.choice(all_names)
if name not in abandoned:
names.append(name)
else:
names = all_names
else:
all_names = []
for tp in types:
name_list = os.listdir(os.path.join(opts.inspiration_dir, tp))
all_names += [os.path.join(tp, x) for x in name_list if keyword in x.lower()]
names = random.sample(all_names, get_num) if len(all_names) > get_num else all_names
image_list = []
for a in names:
image_path = os.path.join(opts.inspiration_dir, a)
images = os.listdir(image_path)
image_list.append((os.path.join(image_path, random.choice(images)), a))
return image_list, names
def select_click(index, name_list):
name = name_list[int(index)]
path = os.path.join(opts.inspiration_dir, name)
images = os.listdir(path)
return name, [os.path.join(path, x) for x in images], ""
def give_up_click(name):
file = os.path.join(inspiration_system_path, "abandoned.txt")
save_name_list(file, name)
return "Added to abandoned list"
def collect_click(name):
file = os.path.join(inspiration_system_path, "faverites.txt")
save_name_list(file, name)
return "Added to faverite list"
def moveout_click(name, source):
if source == "Abandoned":
file = os.path.join(inspiration_system_path, "abandoned.txt")
elif source == "Favorites":
file = os.path.join(inspiration_system_path, "faverites.txt")
else:
return None
name_list = read_name_list(file)
os.remove(file)
with open(file, "a") as f:
for a in name_list:
if a != name:
f.write(a + "\n")
return f"Moved out {name} from {source} list"
def source_change(source):
if source in ["Abandoned", "Favorites"]:
return gradio.update(visible=True), []
else:
return gradio.update(visible=False), []
def add_to_prompt(name, prompt):
name = os.path.basename(name)
return prompt + "," + name
def clear_keyword():
return ""
def ui(gr, opts, txt2img_prompt, img2img_prompt):
with gr.Blocks(analytics_enabled=False) as inspiration:
flag = os.path.exists(opts.inspiration_dir)
if flag:
types = get_types_list()
flag = len(types) > 0
else:
os.makedirs(opts.inspiration_dir)
if not flag:
gr.HTML("""
<div align='center' width="50%"><h2>To activate inspiration function, you need get "inspiration" images first. </h2><br>
You can create these images by run "Create inspiration images" script in txt2img page, <br> you can get the artists or art styles list from here<br>
<a href="https://github.com/pharmapsychotic/clip-interrogator/tree/main/data">https://github.com/pharmapsychotic/clip-interrogator/tree/main/data</a><br>
download these files, and select these files in the "Create inspiration images" script UI<br>
There about 6000 artists and art styles in these files. <br>This takes server hours depending on your GPU type and how many pictures you generate for each artist/style
<br>I suggest at least four images for each<br><br><br>
<h2>You can also download generated pictures from here:</h2><br>
<a href="https://huggingface.co/datasets/yfszzx/inspiration">https://huggingface.co/datasets/yfszzx/inspiration</a><br>
unzip the file to the project directory of webui<br>
and restart webui, and enjoy the joy of creation!<br></div>
""")
return inspiration
if not os.path.exists(inspiration_system_path):
os.mkdir(inspiration_system_path)
with gr.Row():
with gr.Column(scale=2):
inspiration_gallery = gr.Gallery(show_label=False, elem_id="inspiration_gallery").style(grid=opts.inspiration_cols_num, height='auto')
with gr.Column(scale=1):
types = gr.CheckboxGroup(choices=types, value=types)
with gr.Row():
source = gr.Dropdown(choices=["All", "Favorites", "Exclude abandoned", "Abandoned"], value="Exclude abandoned", label="Source")
keyword = gr.Textbox("", label="Key word")
get_inspiration = gr.Button("Get inspiration", elem_id="inspiration_get_button")
name = gr.Textbox(show_label=False, interactive=False)
with gr.Row():
send_to_txt2img = gr.Button('to txt2img')
send_to_img2img = gr.Button('to img2img')
style_gallery = gr.Gallery(show_label=False).style(grid=2, height='auto')
warning = gr.HTML()
with gr.Row():
collect = gr.Button('Collect')
give_up = gr.Button("Don't show again")
moveout = gr.Button("Move out", visible=False)
with gr.Row(visible=False):
select_button = gr.Button('set button', elem_id="inspiration_select_button")
name_list = gr.State()
get_inspiration.click(get_inspiration_images, inputs=[source, types, keyword], outputs=[inspiration_gallery, name_list])
keyword.submit(fn=None, _js="inspiration_click_get_button", inputs=None, outputs=None)
source.change(source_change, inputs=[source], outputs=[moveout, style_gallery])
source.change(fn=clear_keyword, _js="inspiration_click_get_button", inputs=None, outputs=[keyword])
types.change(fn=clear_keyword, _js="inspiration_click_get_button", inputs=None, outputs=[keyword])
select_button.click(select_click, _js="inspiration_selected", inputs=[name, name_list], outputs=[name, style_gallery, warning])
give_up.click(give_up_click, inputs=[name], outputs=[warning])
collect.click(collect_click, inputs=[name], outputs=[warning])
moveout.click(moveout_click, inputs=[name, source], outputs=[warning])
moveout.click(fn=None, _js="inspiration_click_get_button", inputs=None, outputs=None)
send_to_txt2img.click(add_to_prompt, inputs=[name, txt2img_prompt], outputs=[txt2img_prompt])
send_to_img2img.click(add_to_prompt, inputs=[name, img2img_prompt], outputs=[img2img_prompt])
send_to_txt2img.click(collect_click, inputs=[name], outputs=[warning])
send_to_img2img.click(collect_click, inputs=[name], outputs=[warning])
send_to_txt2img.click(None, _js='switch_to_txt2img', inputs=None, outputs=None)
send_to_img2img.click(None, _js="switch_to_img2img_img2img", inputs=None, outputs=None)
return inspiration
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