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import os | |
from flask import Flask, request | |
import requests | |
from gradio_client import Client | |
import base64 | |
base_gradio_url = os.getenv('URL_GRADIO', 'http://localhost:7860') | |
client = None | |
app = Flask(__name__, static_url_path='/static') | |
def index(): | |
return app.send_static_file('index.html') | |
def save_base64_image(base64Image): | |
image_data = base64.b64decode(base64Image) | |
path = "input_image.jpg" | |
with open(path, 'wb') as f: | |
f.write(image_data) | |
return path | |
def encode_image_to_base64(filepath): | |
with open(filepath, "rb") as image_file: | |
encoded_image = base64.b64encode(image_file.read()).decode("utf-8") | |
return encoded_image | |
def predict(): | |
data = request.get_json() | |
base64Image = data['data'][0] | |
prompt = data['data'][1] | |
steps = data['data'][2] | |
seed = data['data'][3] | |
global client | |
if not client: | |
client = Client(base_gradio_url) | |
b64meta, b64_data = base64Image.split(',') | |
image_path = save_base64_image(b64_data) | |
result = client.predict( | |
image_path, prompt, steps, seed, fn_index=0 | |
) | |
return b64meta + ',' + encode_image_to_base64(result) | |
if __name__ == '__main__': | |
app.run(host='0.0.0.0', port=int( | |
os.environ.get('PORT', 8000)), debug=True) | |