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-rw-r--r--g4f/Provider/Prodia.py149
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diff --git a/g4f/Provider/Prodia.py b/g4f/Provider/Prodia.py
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+from __future__ import annotations
+
+from aiohttp import ClientSession
+import time
+import asyncio
+
+from ..typing import AsyncResult, Messages
+from .base_provider import AsyncGeneratorProvider, ProviderModelMixin
+from ..image import ImageResponse
+
+class Prodia(AsyncGeneratorProvider, ProviderModelMixin):
+ url = "https://app.prodia.com"
+ api_endpoint = "https://api.prodia.com/generate"
+ working = True
+
+ default_model = 'absolutereality_v181.safetensors [3d9d4d2b]'
+ models = [
+ '3Guofeng3_v34.safetensors [50f420de]',
+ 'absolutereality_V16.safetensors [37db0fc3]',
+ 'absolutereality_v181.safetensors [3d9d4d2b]',
+ '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]',
+ ]
+
+ @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,
+ **kwargs
+ ) -> AsyncResult:
+ model = cls.get_model(model)
+
+ 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": kwargs.get("negative_prompt", ""),
+ "steps": kwargs.get("steps", 20),
+ "cfg": kwargs.get("cfg", 7),
+ "seed": kwargs.get("seed", int(time.time())),
+ "sampler": kwargs.get("sampler", "DPM++ 2M Karras"),
+ "aspect_ratio": kwargs.get("aspect_ratio", "square")
+ }
+
+ 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")