File size: 2,356 Bytes
553ec58 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 |
# api endpoints
from modules import shared
from modules.api.api import encode_pil_to_base64, validate_sampler_name
from modules.api.models import StableDiffusionTxt2ImgProcessingAPI, TextToImageResponse
from modules.processing import StableDiffusionProcessingTxt2Img, process_images
from modules.call_queue import queue_lock
from civitai.models import CommandImageTxt2Img
import civitai.lib as lib
def internal_txt2img(txt2imgreq: StableDiffusionTxt2ImgProcessingAPI):
populate = txt2imgreq.copy(update={ # Override __init__ params
"sampler_name": validate_sampler_name(txt2imgreq.sampler_name or txt2imgreq.sampler_index),
"do_not_save_samples": True,
"do_not_save_grid": True
}
)
if populate.sampler_name:
populate.sampler_index = None # prevent a warning later on
args = vars(populate)
args.pop('script_name', None)
args.pop('script_args', None) # will refeed them to the pipeline directly after initializing them
args.pop('alwayson_scripts', None)
send_images = args.pop('send_images', True)
args.pop('save_images', None)
with queue_lock:
p = StableDiffusionProcessingTxt2Img(sd_model=shared.sd_model, **args)
shared.state.begin()
processed = process_images(p)
shared.state.end()
b64images = list(map(encode_pil_to_base64, processed.images)) if send_images else []
return TextToImageResponse(images=b64images, parameters=vars(txt2imgreq), info=processed.js())
def txt2img(command: CommandImageTxt2Img):
# TODO: Add support for VAEs
# if (command['vae'] is None): lib.clear_vae()
if (command['model'] is not None): lib.select_model({ 'hash': command['model'] })
# if (command['vae'] is not None): lib.select_vae(command['vae'])
return internal_txt2img(
StableDiffusionTxt2ImgProcessingAPI(
prompt=command['params']['prompt'],
negative_prompt=command['params']['negativePrompt'],
seed=command['params']['seed'],
steps=command['params']['steps'],
width=command['params']['width'],
height=command['params']['height'],
cfg_scale=command['params']['cfgScale'],
clip_skip=command['params']['clipSkip'],
n_iter=command['quantity'],
batch_size=command['batchSize'],
)
) |