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from flask import Flask, request, jsonify, send_from_directory | |
import requests | |
import io | |
import random | |
import os | |
from PIL import Image | |
from datetime import datetime | |
import string | |
import re | |
app = Flask(__name__) | |
API_URL = "https://api-inference.huggingface.co/models/openskyml/midjourney-mini" | |
API_TOKEN = os.getenv("HF_READ_TOKEN") # it is free | |
headers = {"Authorization": f"Bearer {API_TOKEN}"} | |
TEMP_DIR = "temp" | |
def query(prompt, is_negative=False, steps=1, cfg_scale=6, seed=None): | |
payload = { | |
"inputs": prompt, | |
"is_negative": is_negative, | |
"steps": steps, | |
"cfg_scale": cfg_scale, | |
"seed": seed if seed is not None else random.randint(-1, 2147483647) | |
} | |
response = requests.post(API_URL, headers=headers, json=payload) | |
response.raise_for_status() | |
image_bytes = response.content | |
image = Image.open(io.BytesIO(image_bytes)) | |
return image | |
def sanitize_filename(filename): | |
# Replace spaces with underscores | |
filename = filename.replace(" ", "_") | |
# Remove special characters | |
sanitized_filename = re.sub(r'[^\w\s-]', '', filename) | |
sanitized_filename = re.sub(r'[-\s]+', '-', sanitized_filename) | |
return sanitized_filename | |
def save_image(image, prompt): | |
timestamp = datetime.now().strftime("%Y%m%d%H%M%S") | |
sanitized_prompt = sanitize_filename(prompt) | |
filename = f"{sanitized_prompt}-{random.randint(1, 100000)}-{timestamp}.png" | |
filepath = os.path.join(TEMP_DIR, filename) | |
image.save(filepath, format='PNG') | |
return filename | |
def generate(): | |
try: | |
data = request.get_json() | |
prompt = data["prompt"] | |
negative_prompt = data.get("negative_prompt", "") | |
is_negative = True if negative_prompt else False | |
image = query(prompt, is_negative=is_negative) | |
filename = save_image(image, prompt) | |
response = { | |
"success": True, | |
"image": f"https://mrdonstuff-dalle-3-xl-api.hf.space/temp/{filename}", | |
"filename": filename | |
} | |
except Exception as e: | |
response = { | |
"success": False, | |
"error": str(e) | |
} | |
return jsonify(response) | |
def show_image(filename): | |
return send_from_directory(TEMP_DIR, filename) | |
if __name__ == "__main__": | |
if not os.path.exists(TEMP_DIR): | |
os.makedirs(TEMP_DIR) | |
app.run(debug=True, host="0.0.0.0", port=7860) |