Files
StyleSelectorXL/.history/scripts/StyleSelectorXL_20230728003757.py
2023-07-28 00:42:52 +03:00

165 lines
5.4 KiB
Python

import contextlib
import gradio as gr
from modules import scripts
from modules import script_callbacks
import json
import os
stylespath = ""
def get_json_content(file_path):
try:
with open(file_path, 'r') as file:
json_data = json.load(file)
return json_data
except Exception as e:
print(f"A Problem occurred: {str(e)}")
def read_sdxl_styles(json_data):
# Check that data is a list
if not isinstance(json_data, list):
print("Error: input data must be a list")
return None
names = []
# Iterate over each item in the data list
for item in json_data:
# Check that the item is a dictionary
if isinstance(item, dict):
# Check that 'name' is a key in the dictionary
if 'name' in item:
# Append the value of 'name' to the names list
names.append(item['name'])
return names
def getStyles():
global stylespath
json_path = os.path.join(scripts.basedir(), 'sdxl_styles.json')
stylespath = json_path
json_data = get_json_content(json_path)
styles = read_sdxl_styles(json_data)
return styles
def createPositive(style, positive):
json_data = get_json_content(stylespath)
try:
# Check if json_data is a list
if not isinstance(json_data, list):
raise ValueError(
"Invalid JSON data. Expected a list of templates.")
for template in json_data:
# Check if template contains 'name' and 'prompt' fields
if 'name' not in template or 'prompt' not in template:
raise ValueError(
"Invalid template. Missing 'name' or 'prompt' field.")
# Replace {prompt} in the matching template
if template['name'] == style:
positive = template['prompt'].replace(
'{prompt}', positive)
return positive
# If function hasn't returned yet, no matching template was found
raise ValueError(f"No template found with name '{style}'.")
except Exception as e:
print(f"An error occurred: {str(e)}")
def createNegative(style, negative):
json_data = get_json_content(stylespath)
try:
# Check if json_data is a list
if not isinstance(json_data, list):
raise ValueError(
"Invalid JSON data. Expected a list of templates.")
for template in json_data:
# Check if template contains 'name' and 'prompt' fields
if 'name' not in template or 'prompt' not in template:
raise ValueError(
"Invalid template. Missing 'name' or 'prompt' field.")
# Replace {prompt} in the matching template
if template['name'] == style:
json_negative_prompt = template.get('negative_prompt', "")
if negative:
negative = f"{json_negative_prompt}, {negative}" if json_negative_prompt else negative
else:
negative = json_negative_prompt
return negative
# If function hasn't returned yet, no matching template was found
raise ValueError(f"No template found with name '{style}'.")
except Exception as e:
print(f"An error occurred: {str(e)}")
class StyleSelectorXL(scripts.Script):
def __init__(self) -> None:
super().__init__()
styleNames = getStyles()
def title(self):
return "Style Selector for SDXL 1.0"
def show(self, is_img2img):
return scripts.AlwaysVisible
def ui(self, is_img2img):
with gr.Group():
with gr.Accordion("SDXL Styles", open=True):
is_enabled = gr.Checkbox(
value=True, label="Enable Style Selector")
style = gr.Radio(
label='Codec', choices=self.styleNames, value='sai-base')
# Ignore the error if the attribute is not present
return [is_enabled, style]
def process(self, p, is_enabled, style):
if not is_enabled:
return
p.extra_generation_params["Style Selector Enabled"] = True
for i, prompt in enumerate(p.all_prompts): # for each image in batch
positivePrompt = createPositive(style, prompt)
p.all_prompts[i] = positivePrompt
# for each image in batch
for i, prompt in enumerate(p.all_negative_prompts):
negativePrompt = createNegative(style, prompt)
p.all_negative_prompts[i] = negativePrompt
def after_component(self, component, **kwargs):
# https://github.com/AUTOMATIC1111/stable-diffusion-webui/pull/7456#issuecomment-1414465888 helpfull link
# Find the text2img textbox component
if kwargs.get("elem_id") == "txt2img_prompt": # postive prompt textbox
self.boxx = component
# Find the img2img textbox component
if kwargs.get("elem_id") == "img2img_prompt": # postive prompt textbox
self.boxxIMG = component
# this code below works aswell, you can send negative prompt text box,provided you change the code a little
# switch self.boxx with self.neg_prompt_boxTXT and self.boxxIMG with self.neg_prompt_boxIMG
# if kwargs.get("elem_id") == "txt2img_neg_prompt":
#self.neg_prompt_boxTXT = component
# if kwargs.get("elem_id") == "img2img_neg_prompt":
#self.neg_prompt_boxIMG = component