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const axios = require('axios'); | |
const crypto = require('crypto'); | |
const fs = require('fs'); | |
const path = require('path'); | |
const { createCanvas, loadImage } = require('canvas'); | |
const { HfInference } = require("@huggingface/inference"); | |
require("dotenv").config() | |
// Cache directory to store generated images | |
const CACHE_DIR = `/home/root/code/public/image_out` | |
if (!fs.existsSync(CACHE_DIR)) { | |
fs.mkdirSync(CACHE_DIR); | |
} | |
const available_models = ["alimama-creative/FLUX.1-Turbo-Alpha", "black-forest-labs/FLUX.1-dev", "black-forest-labs/FLUX.1-schnell", "CompVis/stable-diffusion-v1-4", "Corcelio/mobius", "digiplay/AnalogMadness-realistic-model-v7", "digiplay/AsianBrmBeautyrealmix_v2.0", "digiplay/DonutHoleMix_Beta", "digiplay/KawaiiRealisticAsian_v0.7", "digiplay/m0nst3rfy3-testfix", "digiplay/m3u", "digiplay/MilkyWonderland_v1", "digiplay/Realisian_v6", "digiplay/realmixUnrealjourney_v1", "digiplay/STRANGER", "digiplay/STRANGER-ANIME", "dreamlike-art/dreamlike-diffusion-1.0", "dreamlike-art/dreamlike-photoreal-2.0", "fluently/Fluently-XL-v2", "GraydientPlatformAPI/yamers-nsfw4-xl", "John6666/3x3x3mixxl-v2-sdxl", "John6666/4th-tail-merges-050tponynai-sdxl", "John6666/4th-tail-merges-050wai70-sdxl", "John6666/big-lust-v1-sdxl", "John6666/carnival-unchained-v10-fp8-flux", "John6666/convtest", "John6666/convtest2", "John6666/dgs-4th-darkness-03ad-sdxl", "John6666/digital-af-xlp-v1-sdxl", "John6666/josei-realistic-v11-sdxl", "John6666/lyh-anime-flux-v2a1-fp8-flux", "John6666/mala-anime-mix-nsfw-pony-xl-v5-sdxl-spo", "John6666/mala-anime-mix-nsfw-pony-xl-v5new-sdxl", "John6666/mala-anime-mix-nsfw-pony-xl-v5new-sdxl-spo", "John6666/mala-smooth-v1-sdxl", "John6666/mikoshi-pony-v1-sdxl", "John6666/mklan-aio-nsfw-aio-nextgen-xlv2-sdxl", "John6666/nova-reality-v50-sdxl", "John6666/optimal-criminal-pony-v10-sdxl", "John6666/photo-realistic-pony-v5-sdxl", "John6666/pornworks-real-porn-v03-sdxl", "John6666/pornworks-real-porn-v04-sdxl", "John6666/real-mix-pony-v01-sdxl", "John6666/real-mix-pony-v2-sdxl", "John6666/reasianpony-merge-v10-sdxl", "John6666/relh-checkpoint-v30-sdxl", "John6666/sakuramoon-v10-sdxl", "John6666/sapianf-nude-men-women-for-flux-v20fp16-fp8-flux", "John6666/sorkh-pony-v1-sdxl", "John6666/speciosa-anime-v14-sdxl", "John6666/st2-bedamnrealpony-v1-sdxl", "John6666/suimix-xl-v10-sdxl", "John6666/sumeshi-flux1s-v002e-fp8-flux", "John6666/titania-juggernaut-mix-v1-sdxl", "John6666/titania-mix-realistic-pony-gbv10-sdxl", "John6666/uber-realistic-porn-merge-xl-urpmxl-v6final-sdxl", "John6666/ultimate-realistic-mix-v1-sdxl", "John6666/unlimited-porn-x-sdxl", "John6666/unlimited-porn-xreal-sdxl", "John6666/wai-ani-hentai-pony-v5-sdxl", "John6666/wai-c-v3-sdxl", "John6666/wai-doll-cn-v2-sdxl", "John6666/wai-simpleuse-for-real-pony-v1-sdxl", "Niggendar/duchaitenPonyXLNo_v35", "sd-community/sdxl-flash", "stabilityai/stable-diffusion-2-1", "stabilityai/stable-diffusion-2-base", "stabilityai/stable-diffusion-3-medium-diffusers", "stabilityai/stable-diffusion-xl-base-1.0", "stable-diffusion-v1-5/stable-diffusion-v1-5", "stablediffusionapi/disney-pixar-cartoon", "stablediffusionapi/dreamshaper-v6", "stablediffusionapi/mklan-xxx-nsfw-pony", "stablediffusionapi/newrealityxl-global-nsfw", "UnfilteredAI/NSFW-gen-v2", "Yntec/3DKX", "Yntec/BetterPonyDiffusion", "Yntec/Chip_n_DallE", "Yntec/DramaLlama", "Yntec/DreamlikeShaper", "Yntec/DreamPhotoGASM", "Yntec/DreamWorld", "Yntec/DucHaitenGODofSIMP", "Yntec/ElldrethSDaydreamMix", "Yntec/epiCPhotoGasm", "Yntec/MeinaAlter", "Yntec/MGM", "Yntec/MostClassical", "Yntec/nuipenimix2", "Yntec/Ponygraphy", "Yntec/RevAnimatedV2Rebirth", "Yntec/SCMIX_NightSkyMeina", "Yntec/TrueSight", "Yntec/WoopWoopAnime", "Yntec/YiffyMix", "Yntec/ZootVisionEpsilon"] | |
// Hugging Face Inference API configuration | |
const HF_API_URL = 'https://api-inference.huggingface.co/models/'; | |
const HF_API_TOKEN = process.env.HF_API_TOKEN || ''; // Replace with your actual API token | |
const inferenceClient = new HfInference(HF_API_TOKEN); | |
const DEFAULT_USER_API_KEY = 'PUBLIC'; // Default API key for demonstration purposes | |
//const DEFAULT_GUIDANCE_SCALE = 5.0; // Default guidance scale for the diffusion model | |
const DEFAULT_WIDTH = 1024; // Default width of the generated image | |
const DEFAULT_HEIGHT = 1024; // Default height of the generated image | |
// In-memory store for user credits (for demonstration purposes) | |
// In production, consider using a database | |
const userCredits = { | |
'PUBLIC': 20000, | |
'user_api_key_1': 100, // Example API key with 10 credits | |
'user_api_key_2': 5 // Example API key with 5 credits | |
}; | |
const generateImage = async(requestPayload, res, responseFormat) => { | |
const prompt = requestPayload.prompt; | |
const seed = requestPayload.seed ? parseInt(requestPayload.seed) : parseInt(Math.random() * 100000); | |
const modelId = requestPayload.model || 'black-forest-labs/FLUX.1-schnell'; | |
const apiKey = requestPayload.api_key || DEFAULT_USER_API_KEY; | |
const cfg_scale = requestPayload.guidance_scale ? parseFloat(requestPayload.guidance_scale) : 7.0; | |
const steps = requestPayload.steps ? parseInt(requestPayload.steps) : 4; | |
const width = requestPayload.width ? parseInt(requestPayload.width) : DEFAULT_WIDTH; | |
const height = requestPayload.height ? parseInt(requestPayload.height) : DEFAULT_HEIGHT; | |
if (!prompt) { | |
return res.status(400).send('Error: No prompt provided'); | |
} | |
if (!apiKey) { | |
return res.status(400).send('Error: No API key provided'); | |
} | |
// Check if the API key is valid and if the user has enough credits | |
if (!userCredits.hasOwnProperty(apiKey)) { | |
return res.status(403).send('Error: Invalid API key'); | |
} | |
if (userCredits[apiKey] <= 0) { | |
return res.status(403).send('Error: Insufficient credits'); | |
} | |
// Set the seed if provided (for caching purposes, does affect HF API) | |
const seedStr = `_${seed}` | |
// Create a hash of the prompt, seed, and modelId to use as the cache key | |
const cacheKey = crypto.createHash('sha256').update(`${prompt}${seedStr}_${modelId}`).digest('hex'); | |
const cachePath = path.join(CACHE_DIR, `${cacheKey}.png`); | |
console.log(cachePath) | |
// Check if the image already exists in the cache | |
if (fs.existsSync(cachePath)) { | |
console.log("Found in cache! "+cacheKey) | |
return res.sendFile(cachePath); | |
} | |
try { | |
// Prepare payload for Hugging Face Inference API | |
const payload = ({ | |
"inputs": prompt, | |
"parameters": {"width": width, "height": height}, | |
"seed": seed | |
//seed, | |
//cfg_scale, | |
//steps | |
}); | |
console.log("Payload: ", JSON.stringify(payload, null, 2)); | |
console.log("Endpoint: ", `${HF_API_URL}${modelId}`); | |
// Send request to Hugging Face Inference API to generate the image | |
const response = await axios.post( | |
`${HF_API_URL}${modelId}`, | |
payload, | |
{ | |
headers: { | |
'Content-Type': 'application/json', | |
authorization: `Bearer ${HF_API_TOKEN}` | |
}, | |
responseType: 'arraybuffer' | |
} | |
); | |
if (response.status !== 200) { | |
return res.status(500).send(`Error: Failed to generate image, see response fuckup here: ${JSON.stringify(response)}`); | |
} | |
// Deduct one credit from the user's balance | |
userCredits[apiKey] -= 1; | |
// Save the image to the cache directory | |
fs.writeFileSync(cachePath, response.data); | |
// Send either the image directly or a link to the image | |
if (responseFormat == "url") { | |
res.setHeader("Content-Type", "application/json") | |
res.json({"image_url": "https://defactofficial-mmapi.hf.space/image_out/"+ cachePath.split("/").at(-1)}) | |
res.end() | |
} else { | |
res.setHeader('Content-Type', 'application/octet-stream'); | |
res.sendFile(cachePath); | |
res.end() | |
} | |
} catch (error) { | |
res.status(500).send(`Error: Failed to generate image - ${error.message}`); | |
} | |
} | |
/* | |
app.get('/models', async(req, res) =>{ | |
res.send(available_models) | |
}) | |
//for prompt-in-url: <img src="https://yourserver.com/generate/image?prompt=A%20large%20hamster&width=1024&height=1024" | |
app.get('/generate/image', async (req, res) => { | |
await generateImage(req.query, res) | |
}); | |
app.post("/generate", async(req, res)=> { | |
await generateImage(req.body, res) | |
}) */ | |
module.exports = {generateImage} | |