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import gradio as gr | |
import os | |
import json | |
import shutil | |
import traceback | |
from e2b_desktop import Sandbox | |
from huggingface_hub import upload_folder, login | |
from smolagents.monitoring import LogLevel | |
from smolagents.gradio_ui import GradioUI, stream_to_gradio | |
from textwrap import dedent | |
import time | |
from threading import Timer | |
from e2bqwen import QwenVLAPIModel, E2BVisionAgent | |
E2B_API_KEY = os.getenv("E2B_API_KEY") | |
SANDBOXES = {} | |
SANDBOX_METADATA = {} | |
SANDBOX_TIMEOUT = 300 | |
WIDTH = 1280 | |
HEIGHT = 960 | |
TMP_DIR = './tmp/' | |
if not os.path.exists(TMP_DIR): | |
os.makedirs(TMP_DIR) | |
hf_token = os.getenv("HUGGINGFACE_API_KEY") | |
login(token=hf_token) | |
model = QwenVLAPIModel(hf_token = hf_token) | |
custom_css = """ | |
/* Your existing CSS */ | |
.sandbox-outer-wrapper { | |
display: flex; | |
justify-content: center; | |
width: 100%; | |
padding: 20px 0; | |
overflow: hidden; | |
} | |
.sandbox-container { | |
position: relative; | |
width: 1024px; | |
height: 811px; | |
flex-shrink: 0; | |
overflow: hidden; | |
} | |
.sandbox-background { | |
position: absolute; | |
top: 0; | |
left: 0; | |
width: 100%; | |
height: 100%; | |
object-fit: cover; | |
} | |
.sandbox-iframe { | |
position: absolute; | |
top: 7%; | |
left: 18%; | |
width: 1288px; | |
height: 968px; | |
border: 4px solid #444444; | |
transform-origin: 0 0; | |
transform: scale(0.51); | |
} | |
/* Status indicator light */ | |
.status-indicator { | |
position: absolute; | |
bottom: 28.6%; | |
left: 20.1%; | |
width: 20px; | |
height: 20px; | |
border-radius: 50%; | |
border: 2px solid black; | |
z-index: 100; | |
} | |
.status-text { | |
position: absolute; | |
bottom: 28.4%; | |
left: 22.5%; | |
font-size: 16px; | |
font-weight: bold; | |
color: black; | |
background-color: white; | |
padding: 0px 2px; | |
border-radius: 3px; | |
border: 2px solid black; | |
text-shadow: none; | |
z-index: 100; | |
} | |
.status-interactive { | |
background-color: #2ecc71; | |
animation: blink 2s infinite; | |
} | |
.status-view-only { | |
background-color: #e74c3c; | |
} | |
.status-error { | |
background-color: #e74c3c; | |
animation: blink-error 1s infinite; | |
} | |
@keyframes blink-error { | |
0% { background-color: rgba(231, 76, 60, 1); } | |
50% { background-color: rgba(231, 76, 60, 0.4); } | |
100% { background-color: rgba(231, 76, 60, 1); } | |
} | |
@keyframes blink { | |
0% { background-color: rgba(46, 204, 113, 1); } /* Green at full opacity */ | |
50% { background-color: rgba(46, 204, 113, 0.4); } /* Green at 40% opacity */ | |
100% { background-color: rgba(46, 204, 113, 1); } /* Green at full opacity */ | |
} | |
""" | |
html_template = """ | |
<h2 style="text-align: center">Personal Computer Assistant</h2> | |
<div class="sandbox-outer-wrapper"> | |
<div class="sandbox-container"> | |
<img src="https://huggingface.co/datasets/mfarre/servedfiles/resolve/main/desktop2.png" class="sandbox-background" /> | |
<div class="status-text">{status_text}</div> | |
<div class="status-indicator {status_class}"></div> | |
<iframe id="sandbox-iframe" | |
src="{stream_url}" | |
class="sandbox-iframe" | |
style="display: block;" | |
allowfullscreen> | |
</iframe> | |
<img id="bsod-image" | |
src="https://huggingface.co/datasets/mfarre/servedfiles/resolve/main/blue_screen_of_death.gif" | |
class="bsod-image" | |
style="display: none; position: absolute; top: 7%; left: 18%; width: 657px; height: 494px; border: 4px solid #444444;" | |
/> | |
</div> | |
</div> | |
""" | |
custom_js = """ | |
function() { | |
// Function to check if sandbox is timing out | |
const checkSandboxTimeout = function() { | |
const timeElement = document.getElementById('sandbox-creation-time'); | |
if (timeElement) { | |
const creationTime = parseFloat(timeElement.getAttribute('data-time')); | |
const timeoutValue = parseFloat(timeElement.getAttribute('data-timeout')); | |
const currentTime = Math.floor(Date.now() / 1000); // Current time in seconds | |
const elapsedTime = currentTime - creationTime; | |
console.log("Sandbox running for: " + elapsedTime + " seconds of " + timeoutValue + " seconds"); | |
// If we've exceeded the timeout, show BSOD | |
if (elapsedTime >= timeoutValue) { | |
console.log("Sandbox timeout! Showing BSOD"); | |
showBSOD('Error'); | |
// Don't set another timeout, we're done checking | |
return; | |
} | |
} | |
// Continue checking every 5 seconds | |
setTimeout(checkSandboxTimeout, 5000); | |
}; | |
const showBSOD = function(statusText = 'Error') { | |
console.log("Showing BSOD with status: " + statusText); | |
const iframe = document.getElementById('sandbox-iframe'); | |
const bsod = document.getElementById('bsod-image'); | |
if (iframe && bsod) { | |
iframe.style.display = 'none'; | |
bsod.style.display = 'block'; | |
// Update status indicator | |
const statusIndicator = document.querySelector('.status-indicator'); | |
const statusTextElem = document.querySelector('.status-text'); | |
if (statusIndicator) { | |
statusIndicator.className = 'status-indicator status-error'; | |
} | |
if (statusTextElem) { | |
statusTextElem.innerText = statusText; | |
} | |
} | |
}; | |
const resetBSOD = function() { | |
console.log("Resetting BSOD display"); | |
const iframe = document.getElementById('sandbox-iframe'); | |
const bsod = document.getElementById('bsod-image'); | |
if (iframe && bsod) { | |
if (bsod.style.display === 'block') { | |
// BSOD is currently showing, reset it | |
iframe.style.display = 'block'; | |
bsod.style.display = 'none'; | |
console.log("BSOD reset complete"); | |
return true; // Indicates reset was performed | |
} | |
} | |
return false; // No reset needed | |
}; | |
// Function to monitor for error messages | |
const monitorForErrors = function() { | |
console.log("Error monitor started"); | |
const resultsInterval = setInterval(function() { | |
const resultsElements = document.querySelectorAll('textarea, .output-text'); | |
for (let elem of resultsElements) { | |
const content = elem.value || elem.innerText || ''; | |
if (content.includes('Error running agent')) { | |
console.log("Error detected!"); | |
showBSOD('Error'); | |
clearInterval(resultsInterval); | |
break; | |
} | |
} | |
}, 1000); | |
}; | |
// Start monitoring for timeouts immediately | |
checkSandboxTimeout(); | |
// Start monitoring for errors | |
setTimeout(monitorForErrors, 3000); | |
// Also monitor for errors after button clicks | |
document.addEventListener('click', function(e) { | |
if (e.target.tagName === 'BUTTON') { | |
if (e.target.innerText === "Let's go!") { | |
resetBSOD(); | |
} | |
setTimeout(monitorForErrors, 3000); | |
} | |
}); | |
// Set up an interval to click the refresh button every 5 seconds | |
setInterval(function() { | |
const btn = document.getElementById('refresh-log-btn'); | |
if (btn) btn.click(); | |
}, 5000); | |
} | |
""" | |
def write_to_console_log(log_file_path, message): | |
""" | |
Appends a message to the specified log file with a newline character. | |
Parameters: | |
log_file_path (str): Path to the log file | |
message (str): Message to append to the log file | |
""" | |
if log_file_path is None: | |
return False | |
try: | |
# Open the file in append mode | |
with open(log_file_path, 'a') as log_file: | |
# Write the message followed by a newline | |
log_file.write(f"{message}\n") | |
return True | |
except Exception as e: | |
print(f"Error writing to log file: {str(e)}") | |
return False | |
def upload_to_hf_and_remove(folder_path): | |
repo_id = "open-agents/os-agent-logs" | |
try: | |
folder_name = os.path.basename(os.path.normpath(folder_path)) | |
# Upload the folder to Huggingface | |
print(f"Uploading {folder_path} to {repo_id}/{folder_name}...") | |
url = upload_folder( | |
folder_path=folder_path, | |
repo_id=repo_id, | |
repo_type="dataset", | |
path_in_repo=folder_name, | |
ignore_patterns=[".git/*", ".gitignore"] | |
) | |
# Remove the local folder after successful upload | |
print(f"Upload complete. Removing local folder {folder_path}...") | |
shutil.rmtree(folder_path) | |
print("Local folder removed successfully.") | |
return url | |
except Exception as e: | |
print(f"Error during upload or cleanup: {str(e)}") | |
raise | |
def cleanup_sandboxes(): | |
"""Remove sandboxes that haven't been accessed for more than 5 minutes""" | |
current_time = time.time() | |
sandboxes_to_remove = [] | |
for session_id, metadata in SANDBOX_METADATA.items(): | |
if current_time - metadata['last_accessed'] > SANDBOX_TIMEOUT: | |
sandboxes_to_remove.append(session_id) | |
for session_id in sandboxes_to_remove: | |
if session_id in SANDBOXES: | |
try: | |
# Upload data before removing if needed | |
data_dir = os.path.join(TMP_DIR, session_id) | |
if os.path.exists(data_dir): | |
upload_to_hf_and_remove(data_dir) | |
# Close the sandbox | |
SANDBOXES[session_id].kill() | |
del SANDBOXES[session_id] | |
del SANDBOX_METADATA[session_id] | |
print(f"Cleaned up sandbox for session {session_id}") | |
except Exception as e: | |
print(f"Error cleaning up sandbox {session_id}: {str(e)}") | |
def get_or_create_sandbox(session_hash): | |
current_time = time.time() | |
# Check if sandbox exists and is still valid | |
if (session_hash in SANDBOXES and | |
session_hash in SANDBOX_METADATA and | |
current_time - SANDBOX_METADATA[session_hash]['created_at'] < SANDBOX_TIMEOUT): | |
# Update last accessed time | |
SANDBOX_METADATA[session_hash]['last_accessed'] = current_time | |
return SANDBOXES[session_hash] | |
# Close existing sandbox if it exists but is too old | |
if session_hash in SANDBOXES: | |
try: | |
print(f"Closing expired sandbox for session {session_hash}") | |
SANDBOXES[session_hash].kill() | |
except Exception as e: | |
print(f"Error closing expired sandbox: {str(e)}") | |
# Create new sandbox | |
print(f"Creating new sandbox for session {session_hash}") | |
desktop = Sandbox(api_key=E2B_API_KEY, resolution=(WIDTH, HEIGHT), dpi=96, timeout=SANDBOX_TIMEOUT) | |
desktop.stream.start(require_auth=True) | |
# Store sandbox with metadata | |
SANDBOXES[session_hash] = desktop | |
SANDBOX_METADATA[session_hash] = { | |
'created_at': current_time, | |
'last_accessed': current_time | |
} | |
return desktop | |
def update_html(interactive_mode, request: gr.Request): | |
session_hash = request.session_hash | |
desktop = get_or_create_sandbox(session_hash) | |
auth_key = desktop.stream.get_auth_key() | |
# Add view_only parameter based on interactive_mode | |
base_url = desktop.stream.get_url(auth_key=auth_key) | |
stream_url = base_url if interactive_mode else f"{base_url}&view_only=true" | |
# Set status indicator class and text | |
status_class = "status-interactive" if interactive_mode else "status-view-only" | |
status_text = "Interactive" if interactive_mode else "View Only" | |
creation_time = SANDBOX_METADATA[session_hash]['created_at'] if session_hash in SANDBOX_METADATA else time.time() | |
html_content = html_template.format( | |
stream_url=stream_url, | |
status_class=status_class, | |
status_text=status_text, | |
) | |
# Add hidden field with creation time for JavaScript to use | |
html_content += f'<div id="sandbox-creation-time" style="display:none;" data-time="{creation_time}" data-timeout="{SANDBOX_TIMEOUT}"></div>' | |
return html_content | |
def generate_interaction_id(request): | |
"""Generate a unique ID combining session hash and timestamp""" | |
return f"{request.session_hash}_{int(time.time())}" | |
def save_final_status(folder, status, details = None): | |
a = open(os.path.join(folder,"status.json"),"w") | |
a.write(json.dumps({"status":status,"details":details})) | |
a.close() | |
def get_log_file_path(session_hash): | |
""" | |
Creates a log file path based on the session hash. | |
Makes sure the directory exists. | |
""" | |
log_dir = os.path.join(TMP_DIR, session_hash) | |
if not os.path.exists(log_dir): | |
os.makedirs(log_dir) | |
return os.path.join(log_dir, 'console.log') | |
def initialize_session(interactive_mode, request: gr.Request): | |
session_hash = request.session_hash | |
# Create session-specific log file | |
log_path = get_log_file_path(session_hash) | |
# Initialize log file if it doesn't exist | |
if not os.path.exists(log_path): | |
with open(log_path, 'w') as f: | |
f.write(f"Ready to go...\n") | |
# Return HTML and session hash | |
return update_html(interactive_mode, request), session_hash | |
# Function to read log content that gets the path from session hash | |
def update_terminal_from_session(session_hash): | |
if not session_hash: | |
return "Waiting for session..." | |
log_path = get_log_file_path(session_hash) | |
return read_log_content(log_path) | |
def create_agent(data_dir, desktop, log_file): | |
return E2BVisionAgent( | |
model=model, | |
data_dir=data_dir, | |
desktop=desktop, | |
max_steps=200, | |
verbosity_level=LogLevel.INFO, | |
planning_interval=5, | |
log_file = log_file | |
) | |
class EnrichedGradioUI(GradioUI): | |
def log_user_message(self, text_input): | |
import gradio as gr | |
return ( | |
text_input, | |
gr.Button(interactive=False), | |
) | |
def interact_with_agent(self, task_input, messages, session_state, session_hash, request: gr.Request): | |
import gradio as gr | |
interaction_id = generate_interaction_id(request) | |
desktop = get_or_create_sandbox(session_hash) | |
# Create data directory for this session | |
data_dir = os.path.join(TMP_DIR, interaction_id) | |
if not os.path.exists(data_dir): | |
os.makedirs(data_dir) | |
log_file = get_log_file_path(session_hash) | |
if "agent" not in session_state: | |
session_state["agent"] = create_agent(data_dir=data_dir, desktop=desktop, log_file=log_file) | |
# Construct the full task with instructions | |
full_task = task_input + dedent(f""" | |
The desktop has a resolution of {WIDTH}x{HEIGHT}, take it into account to decide clicking coordinates. | |
When clicking an element, always make sure to click THE MIDDLE of that element! Else you risk to miss it. | |
Always analyze the latest screenshot carefully before performing actions. Make sure to: | |
1. Look at elements on the screen to determine what to click or interact with | |
2. Use precise coordinates for mouse movements and clicks | |
3. Wait for page loads or animations to complete using the wait() tool | |
4. Sometimes you may have missed a click, so never assume that you're on the right page, always make sure that your previous action worked In the screenshot you can see if the mouse is out of the clickable area. Pay special attention to this. | |
When you receive a task, break it down into step-by-step actions. On each step, look at the current screenshot to validate if previous steps worked and decide the next action. | |
We can only execute one action at a time. On each step, answer only a python blob with the action to perform | |
""") | |
try: | |
messages.append(gr.ChatMessage(role="user", content=full_task)) | |
yield messages | |
for msg in stream_to_gradio(session_state["agent"], task=full_task, reset_agent_memory=False): | |
messages.append(msg) | |
yield messages | |
yield messages | |
save_final_status(data_dir, "completed", details = str(session_state["agent"].memory.get_succinct_steps())) | |
except Exception as e: | |
error_message=f"Error in interaction: {str(e)}" | |
messages.append(gr.ChatMessage(role="assistant", content=error_message)) | |
yield messages | |
save_final_status(data_dir, "failed", details = str(error_message)) | |
error_result = "Error running agent - Model inference endpoints not ready. Try again later." if 'Both endpoints failed' in error_message else "Error running agent" | |
yield gr.ChatMessage(role="assistant", content=error_result) | |
finally: | |
upload_to_hf_and_remove(data_dir) | |
# Create a Gradio app with Blocks | |
with gr.Blocks(css=custom_css, js=custom_js) as demo: | |
#Storing session hash in a state variable | |
session_hash_state = gr.State(None) | |
html_output = gr.HTML( | |
value=html_template.format( | |
stream_url="", | |
status_class="status-interactive", | |
status_text="Interactive" | |
), | |
label="Output" | |
) | |
with gr.Row(): | |
task_input = gr.Textbox( | |
value="Find picture of cute puppies", | |
label="Enter your command", | |
) | |
gr.Examples( | |
examples=[ | |
"Check the commuting time between Bern and Zurich", | |
"Write 'Hello World' in a text editor", | |
"Search a flight Paris - Berlin for tomorrow" | |
], | |
inputs = task_input, | |
label= "Example Tasks", | |
examples_per_page=4 | |
) | |
# with gr.Group(visible=True) as terminal_container: | |
#terminal = gr.Textbox( | |
# value="Initializing...", | |
# label='Console', | |
# lines=5, | |
# max_lines=10, | |
# interactive=False | |
#) | |
# Hidden refresh button | |
refresh_btn = gr.Button("Refresh", visible=False, elem_id="refresh-log-btn") | |
session_state = gr.State({}) | |
stored_messages = gr.State([]) | |
with gr.Group(visible=False) as results_container: | |
results_output = gr.Textbox( | |
label="Results", | |
interactive=False, | |
elem_id="results-output" | |
) | |
update_btn = gr.Button("Let's go!") | |
chatbot = gr.Chatbot( | |
label="Agent's execution logs", | |
type="messages", | |
avatar_images=( | |
None, | |
"https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/smolagents/mascot_smol.png", | |
), | |
resizeable=True, | |
scale=1, | |
) | |
from smolagents import CodeAgent | |
agent_ui = EnrichedGradioUI(CodeAgent(tools=[], model=None, name="ok", description="ok")) | |
def read_log_content(log_file, tail=4): | |
"""Read the contents of a log file for a specific session""" | |
if not log_file: | |
return "Waiting for session..." | |
if not os.path.exists(log_file): | |
return "Waiting for machine from the future to boot..." | |
try: | |
with open(log_file, 'r') as f: | |
lines = f.readlines() | |
return "".join(lines[-tail:] if len(lines) > tail else lines) | |
except Exception as e: | |
return f"Guru meditation: {str(e)}" | |
# Function to set view-only mode | |
def clear_and_set_view_only(task_input, request: gr.Request): | |
# First clear the results, then set view-only mode | |
return "", update_html(False, request), gr.update(visible=False) | |
# Function to set interactive mode | |
def set_interactive_mode(request: gr.Request): | |
return update_html(True, request) | |
# Function to check result and conditionally set interactive mode | |
def check_and_set_interactive(result, request: gr.Request): | |
if result and not result.startswith("Error running agent"): | |
# Only set interactive mode if no error | |
return update_html(True, request) | |
else: | |
# Return the current HTML to avoid changing the display | |
# This will keep the BSOD visible | |
return gr.update() | |
# Chain the events | |
# 1. Set view-only mode when button is clicked and reset visibility | |
view_only_event = update_btn.click( | |
fn=clear_and_set_view_only, | |
inputs=[task_input], | |
outputs=[results_output, html_output, results_container] | |
).then( | |
agent_ui.log_user_message, | |
[task_input], | |
[stored_messages, task_input], | |
).then(agent_ui.interact_with_agent, [stored_messages, chatbot, session_state, session_hash_state], [chatbot]).then( | |
lambda: ( | |
gr.Textbox( | |
interactive=True, placeholder="Enter your prompt here and press Shift+Enter or the button" | |
), | |
gr.Button(interactive=True), | |
), | |
None, | |
[task_input], | |
).then( | |
fn=check_and_set_interactive, | |
inputs=[results_output], | |
outputs=html_output | |
) | |
demo.load( | |
fn=initialize_session, | |
inputs=[gr.Checkbox(value=True, visible=False)], | |
outputs=[html_output, session_hash_state] | |
) | |
# Connect refresh button to update terminal | |
# Launch the app | |
if __name__ == "__main__": | |
Timer(60, cleanup_sandboxes).start() # Run every minute | |
demo.launch() |