@@ -0,0 +1,67 @@ | |||||
{ | |||||
"start":{ | |||||
"host" : "127.0.0.1", | |||||
"port" : 7860 | |||||
}, | |||||
"defaults": { | |||||
"params": { | |||||
"sampler_name": "DPM++ 2M Karras", | |||||
"steps": 20, | |||||
"width": 512, | |||||
"height": 512, | |||||
"cfg_scale": 7, | |||||
"prompt":"masterpiece, best quality", | |||||
"negative_prompt": "(low quality, worst quality:1.4),(bad_prompt:0.8), (monochrome:1.1), (greyscale)", | |||||
"enable_hr": false, | |||||
"hr_scale": 2, | |||||
"hr_upscaler": "Latent", | |||||
"hr_second_pass_steps": 15, | |||||
"denoising_strength": 0.7 | |||||
}, | |||||
"options": { | |||||
"sd_model_checkpoint": "perfectWorld_v2Baked" | |||||
} | |||||
}, | |||||
"rules": [ | |||||
{ | |||||
"keywords": [ | |||||
"横版", | |||||
"壁纸" | |||||
], | |||||
"params": { | |||||
"width": 640, | |||||
"height": 384 | |||||
} | |||||
}, | |||||
{ | |||||
"keywords": [ | |||||
"竖版" | |||||
], | |||||
"params": { | |||||
"width": 384, | |||||
"height": 640 | |||||
} | |||||
}, | |||||
{ | |||||
"keywords": [ | |||||
"高清" | |||||
], | |||||
"params": { | |||||
"enable_hr": true, | |||||
"hr_scale": 1.6 | |||||
} | |||||
}, | |||||
{ | |||||
"keywords": [ | |||||
"二次元" | |||||
], | |||||
"params": { | |||||
"negative_prompt": "(low quality, worst quality:1.4),(bad_prompt:0.8), (monochrome:1.1), (greyscale)", | |||||
"prompt": "masterpiece, best quality" | |||||
}, | |||||
"options": { | |||||
"sd_model_checkpoint": "meinamix_meinaV8" | |||||
} | |||||
} | |||||
] | |||||
} |
@@ -0,0 +1,63 @@ | |||||
本插件用于将画图请求转发给stable diffusion webui | |||||
使用前先安装stable diffusion webui,并在它的启动参数中添加 "--api" | |||||
具体参考(https://github.com/AUTOMATIC1111/stable-diffusion-webui/wiki/API) | |||||
请**安装**本插件的依赖包```webuiapi``` | |||||
``` | |||||
```pip install webuiapi``` | |||||
``` | |||||
请将```config.json.template```复制为```config.json```,并修改其中的参数和规则 | |||||
用户的画图请求格式为: | |||||
``` | |||||
<画图触发词><关键词1> <关键词2> ... <关键词n>:<prompt> | |||||
``` | |||||
本插件会对画图触发词后的关键词进行逐个匹配,如果触发了规则中的关键词,则会在画图请求中重载对应的参数。 | |||||
规则会按顺序匹配,每个关键词最多匹配到1次,如果有重复的参数,则以最后一个为准: | |||||
第一个"**:**"号之后的内容会作为附加的**prompt**,接在最终的prompt后 | |||||
例如: 画横版 高清 二次元:cat | |||||
会触发三个关键词 "横版", "高清", "二次元",prompt为"cat" | |||||
若默认参数是: | |||||
``` | |||||
"width": 512, | |||||
"height": 512, | |||||
"enable_hr": false, | |||||
"prompt": "8k" | |||||
"negative_prompt": "nsfw", | |||||
"sd_model_checkpoint": "perfectWorld_v2Baked" | |||||
``` | |||||
"横版"触发的规则参数为: | |||||
``` | |||||
"width": 640, | |||||
"height": 384, | |||||
``` | |||||
"高清"触发的规则参数为: | |||||
``` | |||||
"enable_hr": true, | |||||
"hr_scale": 1.6, | |||||
``` | |||||
"二次元"触发的规则参数为: | |||||
``` | |||||
"negative_prompt": "(low quality, worst quality:1.4),(bad_prompt:0.8), (monochrome:1.1), (greyscale)", | |||||
"steps": 20, | |||||
"prompt": "masterpiece, best quality", | |||||
"sd_model_checkpoint": "meinamix_meinaV8" | |||||
``` | |||||
最后将第一个":"后的内容cat连接在prompt后,得到最终参数为: | |||||
``` | |||||
"width": 640, | |||||
"height": 384, | |||||
"enable_hr": true, | |||||
"hr_scale": 1.6, | |||||
"negative_prompt": "(low quality, worst quality:1.4),(bad_prompt:0.8), (monochrome:1.1), (greyscale)", | |||||
"steps": 20, | |||||
"prompt": "masterpiece, best quality, cat", | |||||
"sd_model_checkpoint": "meinamix_meinaV8" | |||||
``` | |||||
PS: 参数分为两部分, | |||||
一部分是params,为画画的参数;参数名**必须**与webuiapi包中[txt2img api](https://github.com/mix1009/sdwebuiapi/blob/fb2054e149c0a4e25125c0cd7e7dca06bda839d4/webuiapi/webuiapi.py#L163)的参数名一致 | |||||
另一部分是options,指sdwebui的设置,使用的模型和vae需要写在里面。它和http://127.0.0.1:7860/sdapi/v1/options所返回的键一致。 |
@@ -0,0 +1,88 @@ | |||||
# encoding:utf-8 | |||||
import json | |||||
import os | |||||
from bridge.context import ContextType | |||||
from bridge.reply import Reply, ReplyType | |||||
import plugins | |||||
from plugins import * | |||||
from common.log import logger | |||||
import webuiapi | |||||
import io | |||||
@plugins.register(name="sdwebui", desc="利用stable-diffusion webui来画图", version="2.0", author="lanvent") | |||||
class SDWebUI(Plugin): | |||||
def __init__(self): | |||||
super().__init__() | |||||
curdir = os.path.dirname(__file__) | |||||
config_path = os.path.join(curdir, "config.json") | |||||
try: | |||||
with open(config_path, "r", encoding="utf-8") as f: | |||||
config = json.load(f) | |||||
self.rules = config["rules"] | |||||
defaults = config["defaults"] | |||||
self.default_params = defaults["params"] | |||||
self.default_options = defaults["options"] | |||||
self.start_args = config["start"] | |||||
self.api = webuiapi.WebUIApi(**self.start_args) | |||||
self.handlers[Event.ON_HANDLE_CONTEXT] = self.on_handle_context | |||||
logger.info("[SD] inited") | |||||
except FileNotFoundError: | |||||
logger.error(f"[SD] init failed, {config_path} not found") | |||||
except Exception as e: | |||||
logger.error("[SD] init failed, exception: %s" % e) | |||||
def on_handle_context(self, e_context: EventContext): | |||||
if e_context['context'].type != ContextType.IMAGE_CREATE: | |||||
return | |||||
logger.debug("[SD] on_handle_context. content: %s" %e_context['context'].content) | |||||
logger.info("[SD] image_query={}".format(e_context['context'].content)) | |||||
reply = Reply() | |||||
try: | |||||
content = e_context['context'].content[:] | |||||
# 解析用户输入 如"横版 高清 二次元:cat" | |||||
keywords, prompt = content.split(":", 1) | |||||
keywords = keywords.split() | |||||
rule_params = {} | |||||
rule_options = {} | |||||
for keyword in keywords: | |||||
matched = False | |||||
for rule in self.rules: | |||||
if keyword in rule["keywords"]: | |||||
for key in rule["params"]: | |||||
rule_params[key] = rule["params"][key] | |||||
if "options" in rule: | |||||
for key in rule["options"]: | |||||
rule_options[key] = rule["options"][key] | |||||
matched = True | |||||
break # 一个关键词只匹配一个规则 | |||||
if not matched: | |||||
logger.warning("[SD] keyword not matched: %s" % keyword) | |||||
params = {**self.default_params, **rule_params} | |||||
options = {**self.default_options, **rule_options} | |||||
params["prompt"] = params.get("prompt", "")+f", {prompt}" | |||||
if len(options) > 0: | |||||
logger.info("[SD] cover rule_options={}".format(rule_options)) | |||||
self.api.set_options(options) | |||||
logger.info("[SD] params={}".format(params)) | |||||
result = self.api.txt2img( | |||||
**params | |||||
) | |||||
reply.type = ReplyType.IMAGE | |||||
b_img = io.BytesIO() | |||||
result.image.save(b_img, format="PNG") | |||||
reply.content = b_img | |||||
e_context.action = EventAction.BREAK_PASS # 事件结束后,不跳过处理context的默认逻辑 | |||||
except Exception as e: | |||||
reply.type = ReplyType.ERROR | |||||
reply.content = "[SD] "+str(e) | |||||
logger.error("[SD] exception: %s" % e) | |||||
e_context.action = EventAction.CONTINUE # 事件继续,交付给下个插件或默认逻辑 | |||||
finally: | |||||
e_context['reply'] = reply |