| import os |
| import sys |
| import cv2 |
| from base64 import b64encode |
| from pathlib import Path |
|
|
| import requests |
|
|
| BASE_URL = "http://localhost:7860" |
|
|
|
|
| |
| os.environ['IGNORE_CMD_ARGS_ERRORS'] = 'True' |
|
|
| file_path = Path(__file__).resolve() |
| ext_root = file_path.parent.parent |
| a1111_root = ext_root.parent.parent |
|
|
| for p in (ext_root, a1111_root): |
| if p not in sys.path: |
| sys.path.append(str(p)) |
|
|
| |
| from modules import initialize |
| initialize.imports() |
| initialize.initialize() |
|
|
| from scripts.enums import StableDiffusionVersion |
|
|
| def readImage(path): |
| img = cv2.imread(path) |
| retval, buffer = cv2.imencode('.jpg', img) |
| b64img = b64encode(buffer).decode("utf-8") |
| return b64img |
|
|
|
|
| def get_model(model_name: str, sd_version: StableDiffusionVersion = StableDiffusionVersion.SD1x) -> str: |
| """ Find an available model with specified model name and sd_version. """ |
| if model_name.lower() == "none": |
| return "None" |
|
|
| r = requests.get(BASE_URL+"/controlnet/model_list") |
| result = r.json() |
| if "model_list" not in result: |
| raise ValueError("No model available") |
|
|
| candidates = [ |
| model |
| for model in result["model_list"] |
| if ( |
| model_name.lower() in model.lower() and |
| StableDiffusionVersion.detect_from_model_name(model) == sd_version |
| ) |
| ] |
|
|
| if not candidates: |
| raise ValueError("No suitable model available") |
| |
| return candidates[0] |
| |
|
|
| def get_modules(): |
| return requests.get(f"{BASE_URL}/controlnet/module_list").json() |
|
|
|
|
| def detect(json): |
| return requests.post(BASE_URL+"/controlnet/detect", json=json) |
|
|