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import pathlib
import shlex
import subprocess
import gradio as gr
import PIL.Image
import time
import os
import requests
import json
import gradio as gr
# Define the base URL, the API key and Paths
base_url = "https://hyperhuman.deemos.com/api/v2"
api_key = os.getenv('API')
image_path = "/content/sample_data/wooden_chair.jpg"
result_path = "./"
# Define the headers for the requests
headers = {
"Authorization": f"Bearer {api_key}",
"Content-Type": "application/json"
}
def submit_task(image_path: str):
url = f"{base_url}/rodin"
#image_path = "/content/sample_data/wooden_chair.jpg"
# Get the uploaded file
#if uploader.value:
#uploaded_file = next(iter(uploader.value.values()))
#if 'name' not in uploaded_file:
#print("Error: 'name' not found in task response")
#return
#image_path = uploaded_file['metadata']['name']
# Save the uploaded file to disk
# with open(image_path, 'wb') as f:
# f.write(uploaded_file['content'])
#else:
# print("No file uploaded. Please upload an image.")
# Read the image file
with open(image_path, 'rb') as image_file:
image_data = image_file.read()
# Prepare the multipart form data
files = {
'images': (os.path.basename(image_path), image_data, 'image/jpeg')
}
data = {
'tier': 'Regular'
}
# Prepare the headers.
headers = {
'Authorization': f'Bearer {api_key}',
}
# Note that we are not sending the data as JSON, but as form data.
# This is because we are sending a file as well.
response = requests.post(url, files=files, data=data, headers=headers)
print(response)
return response.json()
# Function to check the status of a task
def check_status(subscription_key):
url = f"{base_url}/status"
data = {
"subscription_key": subscription_key
}
response = requests.post(url, headers=headers, json=data)
return response.json()
# Function to download the results of a task
def download_results(task_uuid):
url = f"{base_url}/download"
data = {
"task_uuid": task_uuid
}
response = requests.post(url, headers=headers, json=data)
return response.json()
def submit_task2(image_path: str):
# Submit the task and get the task UUID
task_response = submit_task(image_path)
if 'uuid' not in task_response:
print("Error: 'uuid' not found in task response")
return
task_uuid = task_response['uuid']
subscription_key = task_response['jobs']['subscription_key']
# Poll the status endpoint every 5 seconds until the task is done
status = []
while len(status) == 0 or not all(s['status'] in ['Done', 'Failed'] for s in status):
time.sleep(5)
status_response = check_status(subscription_key)
status = status_response['jobs']
for s in status:
print(f"job {s['uuid']}: {s['status']}")
# Download the results once the task is done
download_response = download_results(task_uuid)
download_items = download_response['list']
# Print the download URLs and download them locally.
for item in download_items:
print(f"File Name: {item['name']}, URL: {item['url']}")
dest_fname = os.path.join(result_path, item['name'])
os.makedirs(os.path.dirname(dest_fname), exist_ok=True)
with open(dest_fname, 'wb') as f:
response = requests.get(item['url'])
f.write(response.content)
print(f"Downloaded {dest_fname}")
return dest_fname
def run(image_path: str) -> str:
return submit_task2(image_path)
with gr.Blocks() as demo:
with gr.Group():
image = gr.Image(label="Input image", show_label=False, type="filepath")
run_button = gr.Button("Run")
result = gr.Model3D(label="Result", show_label=False)
run_button.click(
fn=run,
inputs=[
image
],
outputs=result,
api_name="image-to-3d",
concurrency_id="gpu",
concurrency_limit=1,
)
demo.launch(auth=("user", os.getenv('PASS')),share=True,debug=True) |