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https://github.com/zhayujie/chatgpt-on-wechat.git
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plugins: add sdwebui(stable diffusion) plugin
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0
plugins/sdwebui/__init__.py
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0
plugins/sdwebui/__init__.py
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67
plugins/sdwebui/config.json.template
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67
plugins/sdwebui/config.json.template
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{
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"start":{
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"host" : "127.0.0.1",
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"port" : 7860
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},
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"defaults": {
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"params": {
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"sampler_name": "DPM++ 2M Karras",
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"steps": 20,
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"width": 512,
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"height": 512,
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"cfg_scale": 7,
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"prompt":"masterpiece, best quality",
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"negative_prompt": "(low quality, worst quality:1.4),(bad_prompt:0.8), (monochrome:1.1), (greyscale)",
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"enable_hr": false,
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"hr_scale": 2,
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"hr_upscaler": "Latent",
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"hr_second_pass_steps": 15,
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"denoising_strength": 0.7
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},
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"options": {
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"sd_model_checkpoint": "perfectWorld_v2Baked"
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}
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},
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"rules": [
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{
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"keywords": [
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"横版",
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"壁纸"
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],
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"params": {
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"width": 640,
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"height": 384
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}
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},
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{
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"keywords": [
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"竖版"
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],
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"params": {
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"width": 384,
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"height": 640
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}
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},
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{
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"keywords": [
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"高清"
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],
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"params": {
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"enable_hr": true,
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"hr_scale": 1.6
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}
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},
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{
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"keywords": [
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"二次元"
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],
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"params": {
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"negative_prompt": "(low quality, worst quality:1.4),(bad_prompt:0.8), (monochrome:1.1), (greyscale)",
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"prompt": "masterpiece, best quality"
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},
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"options": {
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"sd_model_checkpoint": "meinamix_meinaV8"
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}
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}
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]
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}
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63
plugins/sdwebui/readme.md
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63
plugins/sdwebui/readme.md
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本插件用于将画图请求转发给stable diffusion webui
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使用前先安装stable diffusion webui,并在它的启动参数中添加 "--api"
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具体参考(https://github.com/AUTOMATIC1111/stable-diffusion-webui/wiki/API)
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请**安装**本插件的依赖包```webuiapi```
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```
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```pip install webuiapi```
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```
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请将```config.json.template```复制为```config.json```,并修改其中的参数和规则
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用户的画图请求格式为:
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```
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<画图触发词><关键词1> <关键词2> ... <关键词n>:<prompt>
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```
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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。
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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:
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第一个"**:**"号之后的内容会作为附加的**prompt**,接在最终的prompt后
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例如: 画横版 高清 二次元:cat
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会触发三个关键词 "横版", "高清", "二次元",prompt为"cat"
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若默认参数是:
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```
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"width": 512,
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"height": 512,
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"enable_hr": false,
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"prompt": "8k"
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"negative_prompt": "nsfw",
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"sd_model_checkpoint": "perfectWorld_v2Baked"
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```
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"横版"触发的规则参数为:
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```
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"width": 640,
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"height": 384,
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```
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"高清"触发的规则参数为:
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```
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"enable_hr": true,
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"hr_scale": 1.6,
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```
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"二次元"触发的规则参数为:
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```
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"negative_prompt": "(low quality, worst quality:1.4),(bad_prompt:0.8), (monochrome:1.1), (greyscale)",
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"steps": 20,
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"prompt": "masterpiece, best quality",
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"sd_model_checkpoint": "meinamix_meinaV8"
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```
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最后将第一个":"后的内容cat连接在prompt后,得到最终参数为:
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```
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"width": 640,
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"height": 384,
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"enable_hr": true,
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"hr_scale": 1.6,
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"negative_prompt": "(low quality, worst quality:1.4),(bad_prompt:0.8), (monochrome:1.1), (greyscale)",
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"steps": 20,
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"prompt": "masterpiece, best quality, cat",
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"sd_model_checkpoint": "meinamix_meinaV8"
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```
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PS: 参数分为两部分,
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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
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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。
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88
plugins/sdwebui/sdwebui.py
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plugins/sdwebui/sdwebui.py
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# encoding:utf-8
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import json
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import os
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from bridge.context import ContextType
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from bridge.reply import Reply, ReplyType
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import plugins
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from plugins import *
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from common.log import logger
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import webuiapi
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import io
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@plugins.register(name="sdwebui", desc="利用stable-diffusion webui来画图", version="2.0", author="lanvent")
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class SDWebUI(Plugin):
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def __init__(self):
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super().__init__()
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curdir = os.path.dirname(__file__)
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config_path = os.path.join(curdir, "config.json")
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try:
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with open(config_path, "r", encoding="utf-8") as f:
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config = json.load(f)
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self.rules = config["rules"]
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defaults = config["defaults"]
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self.default_params = defaults["params"]
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self.default_options = defaults["options"]
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self.start_args = config["start"]
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self.api = webuiapi.WebUIApi(**self.start_args)
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self.handlers[Event.ON_HANDLE_CONTEXT] = self.on_handle_context
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logger.info("[SD] inited")
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except FileNotFoundError:
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logger.error(f"[SD] init failed, {config_path} not found")
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except Exception as e:
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logger.error("[SD] init failed, exception: %s" % e)
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def on_handle_context(self, e_context: EventContext):
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if e_context['context'].type != ContextType.IMAGE_CREATE:
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return
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logger.debug("[SD] on_handle_context. content: %s" %e_context['context'].content)
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logger.info("[SD] image_query={}".format(e_context['context'].content))
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reply = Reply()
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try:
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content = e_context['context'].content[:]
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# 解析用户输入 如"横版 高清 二次元:cat"
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keywords, prompt = content.split(":", 1)
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keywords = keywords.split()
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rule_params = {}
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rule_options = {}
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for keyword in keywords:
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matched = False
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for rule in self.rules:
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if keyword in rule["keywords"]:
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for key in rule["params"]:
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rule_params[key] = rule["params"][key]
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if "options" in rule:
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for key in rule["options"]:
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rule_options[key] = rule["options"][key]
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matched = True
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break # 一个关键词只匹配一个规则
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if not matched:
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logger.warning("[SD] keyword not matched: %s" % keyword)
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params = {**self.default_params, **rule_params}
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options = {**self.default_options, **rule_options}
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params["prompt"] = params.get("prompt", "")+f", {prompt}"
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if len(options) > 0:
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logger.info("[SD] cover rule_options={}".format(rule_options))
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self.api.set_options(options)
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logger.info("[SD] params={}".format(params))
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result = self.api.txt2img(
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**params
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)
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reply.type = ReplyType.IMAGE
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b_img = io.BytesIO()
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result.image.save(b_img, format="PNG")
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reply.content = b_img
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e_context.action = EventAction.BREAK_PASS # 事件结束后,不跳过处理context的默认逻辑
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except Exception as e:
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reply.type = ReplyType.ERROR
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reply.content = "[SD] "+str(e)
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logger.error("[SD] exception: %s" % e)
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e_context.action = EventAction.CONTINUE # 事件继续,交付给下个插件或默认逻辑
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finally:
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e_context['reply'] = reply
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