summaryrefslogtreecommitdiffstats
path: root/g4f/Provider/Prodia.py
blob: dd87a34c698e3143b1ce15f7c1d4cb579642bd18 (plain) (blame)
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
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")