File size: 6,838 Bytes
a4b70d9 |
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 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 |
from __future__ import annotations
from aiohttp import ClientSession
import asyncio
import random
from ...typing import AsyncResult, Messages
from ..base_provider import AsyncGeneratorProvider, ProviderModelMixin
from ...providers.response import ImageResponse
class Prodia(AsyncGeneratorProvider, ProviderModelMixin):
url = "https://app.prodia.com"
api_endpoint = "https://api.prodia.com/generate"
working = False
default_model = 'absolutereality_v181.safetensors [3d9d4d2b]'
default_image_model = default_model
image_models = [
'3Guofeng3_v34.safetensors [50f420de]',
'absolutereality_V16.safetensors [37db0fc3]',
default_image_model,
'amIReal_V41.safetensors [0a8a2e61]',
'analog-diffusion-1.0.ckpt [9ca13f02]',
'aniverse_v30.safetensors [579e6f85]',
'anythingv3_0-pruned.ckpt [2700c435]',
'anything-v4.5-pruned.ckpt [65745d25]',
'anythingV5_PrtRE.safetensors [893e49b9]',
'AOM3A3_orangemixs.safetensors [9600da17]',
'blazing_drive_v10g.safetensors [ca1c1eab]',
'breakdomain_I2428.safetensors [43cc7d2f]',
'breakdomain_M2150.safetensors [15f7afca]',
'cetusMix_Version35.safetensors [de2f2560]',
'childrensStories_v13D.safetensors [9dfaabcb]',
'childrensStories_v1SemiReal.safetensors [a1c56dbb]',
'childrensStories_v1ToonAnime.safetensors [2ec7b88b]',
'Counterfeit_v30.safetensors [9e2a8f19]',
'cuteyukimixAdorable_midchapter3.safetensors [04bdffe6]',
'cyberrealistic_v33.safetensors [82b0d085]',
'dalcefo_v4.safetensors [425952fe]',
'deliberate_v2.safetensors [10ec4b29]',
'deliberate_v3.safetensors [afd9d2d4]',
'dreamlike-anime-1.0.safetensors [4520e090]',
'dreamlike-diffusion-1.0.safetensors [5c9fd6e0]',
'dreamlike-photoreal-2.0.safetensors [fdcf65e7]',
'dreamshaper_6BakedVae.safetensors [114c8abb]',
'dreamshaper_7.safetensors [5cf5ae06]',
'dreamshaper_8.safetensors [9d40847d]',
'edgeOfRealism_eorV20.safetensors [3ed5de15]',
'EimisAnimeDiffusion_V1.ckpt [4f828a15]',
'elldreths-vivid-mix.safetensors [342d9d26]',
'epicphotogasm_xPlusPlus.safetensors [1a8f6d35]',
'epicrealism_naturalSinRC1VAE.safetensors [90a4c676]',
'epicrealism_pureEvolutionV3.safetensors [42c8440c]',
'ICantBelieveItsNotPhotography_seco.safetensors [4e7a3dfd]',
'indigoFurryMix_v75Hybrid.safetensors [91208cbb]',
'juggernaut_aftermath.safetensors [5e20c455]',
'lofi_v4.safetensors [ccc204d6]',
'lyriel_v16.safetensors [68fceea2]',
'majicmixRealistic_v4.safetensors [29d0de58]',
'mechamix_v10.safetensors [ee685731]',
'meinamix_meinaV9.safetensors [2ec66ab0]',
'meinamix_meinaV11.safetensors [b56ce717]',
'neverendingDream_v122.safetensors [f964ceeb]',
'openjourney_V4.ckpt [ca2f377f]',
'pastelMixStylizedAnime_pruned_fp16.safetensors [793a26e8]',
'portraitplus_V1.0.safetensors [1400e684]',
'protogenx34.safetensors [5896f8d5]',
'Realistic_Vision_V1.4-pruned-fp16.safetensors [8d21810b]',
'Realistic_Vision_V2.0.safetensors [79587710]',
'Realistic_Vision_V4.0.safetensors [29a7afaa]',
'Realistic_Vision_V5.0.safetensors [614d1063]',
'Realistic_Vision_V5.1.safetensors [a0f13c83]',
'redshift_diffusion-V10.safetensors [1400e684]',
'revAnimated_v122.safetensors [3f4fefd9]',
'rundiffusionFX25D_v10.safetensors [cd12b0ee]',
'rundiffusionFX_v10.safetensors [cd4e694d]',
'sdv1_4.ckpt [7460a6fa]',
'v1-5-pruned-emaonly.safetensors [d7049739]',
'v1-5-inpainting.safetensors [21c7ab71]',
'shoninsBeautiful_v10.safetensors [25d8c546]',
'theallys-mix-ii-churned.safetensors [5d9225a4]',
'timeless-1.0.ckpt [7c4971d4]',
'toonyou_beta6.safetensors [980f6b15]'
]
models = [*image_models]
@classmethod
def get_model(cls, model: str) -> str:
if model in cls.models:
return model
elif model in cls.model_aliases:
return cls.model_aliases[model]
else:
return cls.default_model
@classmethod
async def create_async_generator(
cls,
model: str,
messages: Messages,
proxy: str = None,
negative_prompt: str = "",
steps: str = 20, # 1-25
cfg: str = 7, # 0-20
seed: Optional[int] = None,
sampler: str = "DPM++ 2M Karras", # "Euler", "Euler a", "Heun", "DPM++ 2M Karras", "DPM++ SDE Karras", "DDIM"
aspect_ratio: str = "square", # "square", "portrait", "landscape"
**kwargs
) -> AsyncResult:
model = cls.get_model(model)
if seed is None:
seed = random.randint(0, 10000)
headers = {
"accept": "*/*",
"accept-language": "en-US,en;q=0.9",
"origin": cls.url,
"referer": f"{cls.url}/",
"user-agent": "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/128.0.0.0 Safari/537.36"
}
async with ClientSession(headers=headers) as session:
prompt = messages[-1]['content'] if messages else ""
params = {
"new": "true",
"prompt": prompt,
"model": model,
"negative_prompt": negative_prompt,
"steps": steps,
"cfg": cfg,
"seed": seed,
"sampler": sampler,
"aspect_ratio": aspect_ratio
}
async with session.get(cls.api_endpoint, params=params, proxy=proxy) as response:
response.raise_for_status()
job_data = await response.json()
job_id = job_data["job"]
image_url = await cls._poll_job(session, job_id, proxy)
yield ImageResponse(image_url, alt=prompt)
@classmethod
async def _poll_job(cls, session: ClientSession, job_id: str, proxy: str, max_attempts: int = 30, delay: int = 2) -> str:
for _ in range(max_attempts):
async with session.get(f"https://api.prodia.com/job/{job_id}", proxy=proxy) as response:
response.raise_for_status()
job_status = await response.json()
if job_status["status"] == "succeeded":
return f"https://images.prodia.xyz/{job_id}.png"
elif job_status["status"] == "failed":
raise Exception("Image generation failed")
await asyncio.sleep(delay)
raise Exception("Timeout waiting for image generation")
|