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app.py
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| 1 |
+
import gradio as gr
|
| 2 |
+
import sys
|
| 3 |
+
import io
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| 4 |
+
import traceback
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| 5 |
+
import subprocess
|
| 6 |
+
import os
|
| 7 |
+
import json
|
| 8 |
+
import base64
|
| 9 |
+
from pathlib import Path
|
| 10 |
+
import tempfile
|
| 11 |
+
import matplotlib
|
| 12 |
+
matplotlib.use('Agg')
|
| 13 |
+
import matplotlib.pyplot as plt
|
| 14 |
+
|
| 15 |
+
# Create workspace directory
|
| 16 |
+
WORKSPACE_DIR = Path("/tmp/code_workspace")
|
| 17 |
+
WORKSPACE_DIR.mkdir(exist_ok=True)
|
| 18 |
+
|
| 19 |
+
class CodeInterpreter:
|
| 20 |
+
def __init__(self):
|
| 21 |
+
self.session_vars = {}
|
| 22 |
+
self.installed_packages = set()
|
| 23 |
+
|
| 24 |
+
def install_package(self, package_name):
|
| 25 |
+
"""Install a Python package dynamically"""
|
| 26 |
+
try:
|
| 27 |
+
subprocess.check_call([sys.executable, "-m", "pip", "install", package_name, "-q"])
|
| 28 |
+
self.installed_packages.add(package_name)
|
| 29 |
+
return f"β
Successfully installed: {package_name}"
|
| 30 |
+
except Exception as e:
|
| 31 |
+
return f"β Failed to install {package_name}: {str(e)}"
|
| 32 |
+
|
| 33 |
+
def execute_code(self, code, maintain_session=True):
|
| 34 |
+
"""Execute Python code with proper output capture"""
|
| 35 |
+
stdout_capture = io.StringIO()
|
| 36 |
+
stderr_capture = io.StringIO()
|
| 37 |
+
|
| 38 |
+
# Save current stdout/stderr
|
| 39 |
+
old_stdout = sys.stdout
|
| 40 |
+
old_stderr = sys.stderr
|
| 41 |
+
|
| 42 |
+
try:
|
| 43 |
+
# Redirect output
|
| 44 |
+
sys.stdout = stdout_capture
|
| 45 |
+
sys.stderr = stderr_capture
|
| 46 |
+
|
| 47 |
+
# Prepare execution environment
|
| 48 |
+
exec_globals = {
|
| 49 |
+
'__builtins__': __builtins__,
|
| 50 |
+
'WORKSPACE': str(WORKSPACE_DIR),
|
| 51 |
+
'workspace_path': str(WORKSPACE_DIR),
|
| 52 |
+
}
|
| 53 |
+
|
| 54 |
+
if maintain_session:
|
| 55 |
+
exec_globals.update(self.session_vars)
|
| 56 |
+
|
| 57 |
+
# Execute code
|
| 58 |
+
exec(code, exec_globals)
|
| 59 |
+
|
| 60 |
+
# Update session variables
|
| 61 |
+
if maintain_session:
|
| 62 |
+
self.session_vars.update({
|
| 63 |
+
k: v for k, v in exec_globals.items()
|
| 64 |
+
if not k.startswith('__') and k not in ['WORKSPACE', 'workspace_path']
|
| 65 |
+
})
|
| 66 |
+
|
| 67 |
+
# Get output
|
| 68 |
+
stdout_output = stdout_capture.getvalue()
|
| 69 |
+
stderr_output = stderr_capture.getvalue()
|
| 70 |
+
|
| 71 |
+
result = {
|
| 72 |
+
'success': True,
|
| 73 |
+
'stdout': stdout_output,
|
| 74 |
+
'stderr': stderr_output,
|
| 75 |
+
'error': None
|
| 76 |
+
}
|
| 77 |
+
|
| 78 |
+
except Exception as e:
|
| 79 |
+
result = {
|
| 80 |
+
'success': False,
|
| 81 |
+
'stdout': stdout_capture.getvalue(),
|
| 82 |
+
'stderr': stderr_capture.getvalue(),
|
| 83 |
+
'error': f"{type(e).__name__}: {str(e)}\n\n{traceback.format_exc()}"
|
| 84 |
+
}
|
| 85 |
+
finally:
|
| 86 |
+
# Restore stdout/stderr
|
| 87 |
+
sys.stdout = old_stdout
|
| 88 |
+
sys.stderr = old_stderr
|
| 89 |
+
|
| 90 |
+
return result
|
| 91 |
+
|
| 92 |
+
def reset_session(self):
|
| 93 |
+
"""Clear session variables"""
|
| 94 |
+
self.session_vars.clear()
|
| 95 |
+
plt.close('all')
|
| 96 |
+
return "Session reset successfully"
|
| 97 |
+
|
| 98 |
+
def list_workspace_files(self):
|
| 99 |
+
"""List files in workspace"""
|
| 100 |
+
files = list(WORKSPACE_DIR.glob("*"))
|
| 101 |
+
if not files:
|
| 102 |
+
return "Workspace is empty"
|
| 103 |
+
return "\n".join([f"π {f.name}" for f in files if f.is_file()])
|
| 104 |
+
|
| 105 |
+
# Initialize interpreter
|
| 106 |
+
interpreter = CodeInterpreter()
|
| 107 |
+
|
| 108 |
+
def run_code(code, maintain_session):
|
| 109 |
+
"""Main function to run code and return formatted output"""
|
| 110 |
+
if not code.strip():
|
| 111 |
+
return "β οΈ Please enter some code to execute"
|
| 112 |
+
|
| 113 |
+
result = interpreter.execute_code(code, maintain_session)
|
| 114 |
+
|
| 115 |
+
output_parts = []
|
| 116 |
+
|
| 117 |
+
if result['stdout']:
|
| 118 |
+
output_parts.append("π€ OUTPUT:\n" + "=" * 50 + "\n" + result['stdout'])
|
| 119 |
+
|
| 120 |
+
if result['stderr']:
|
| 121 |
+
output_parts.append("β οΈ WARNINGS:\n" + "=" * 50 + "\n" + result['stderr'])
|
| 122 |
+
|
| 123 |
+
if result['error']:
|
| 124 |
+
output_parts.append("β ERROR:\n" + "=" * 50 + "\n" + result['error'])
|
| 125 |
+
|
| 126 |
+
if result['success'] and not result['stdout'] and not result['stderr']:
|
| 127 |
+
output_parts.append("β
Code executed successfully (no output)")
|
| 128 |
+
|
| 129 |
+
# Check for generated plots
|
| 130 |
+
plot_files = list(WORKSPACE_DIR.glob("*.png")) + list(WORKSPACE_DIR.glob("*.jpg"))
|
| 131 |
+
if plot_files:
|
| 132 |
+
output_parts.append(f"\nπ Generated {len(plot_files)} plot(s) - check Files tab")
|
| 133 |
+
|
| 134 |
+
return "\n\n".join(output_parts)
|
| 135 |
+
|
| 136 |
+
def install_package_handler(package_name):
|
| 137 |
+
"""Handle package installation"""
|
| 138 |
+
if not package_name.strip():
|
| 139 |
+
return "β οΈ Please enter a package name"
|
| 140 |
+
return interpreter.install_package(package_name.strip())
|
| 141 |
+
|
| 142 |
+
def reset_session_handler():
|
| 143 |
+
"""Handle session reset"""
|
| 144 |
+
return interpreter.reset_session()
|
| 145 |
+
|
| 146 |
+
def list_files_handler():
|
| 147 |
+
"""Handle file listing"""
|
| 148 |
+
return interpreter.list_workspace_files()
|
| 149 |
+
|
| 150 |
+
def upload_file_handler(files):
|
| 151 |
+
"""Handle file uploads"""
|
| 152 |
+
if not files:
|
| 153 |
+
return "No files uploaded"
|
| 154 |
+
|
| 155 |
+
uploaded = []
|
| 156 |
+
for file in files:
|
| 157 |
+
try:
|
| 158 |
+
file_path = Path(file.name)
|
| 159 |
+
dest_path = WORKSPACE_DIR / file_path.name
|
| 160 |
+
|
| 161 |
+
# Copy file to workspace
|
| 162 |
+
with open(file.name, 'rb') as src:
|
| 163 |
+
with open(dest_path, 'wb') as dst:
|
| 164 |
+
dst.write(src.read())
|
| 165 |
+
|
| 166 |
+
uploaded.append(f"β
{file_path.name}")
|
| 167 |
+
except Exception as e:
|
| 168 |
+
uploaded.append(f"β {file_path.name}: {str(e)}")
|
| 169 |
+
|
| 170 |
+
return "Uploaded files:\n" + "\n".join(uploaded)
|
| 171 |
+
|
| 172 |
+
def get_workspace_files():
|
| 173 |
+
"""Get list of files in workspace for download"""
|
| 174 |
+
files = list(WORKSPACE_DIR.glob("*"))
|
| 175 |
+
return [str(f) for f in files if f.is_file()]
|
| 176 |
+
|
| 177 |
+
# Example code snippets
|
| 178 |
+
EXAMPLES = {
|
| 179 |
+
"Hello World": """print("Hello from Code Interpreter!")
|
| 180 |
+
print("Python version:", sys.version)""",
|
| 181 |
+
|
| 182 |
+
"Data Analysis": """import pandas as pd
|
| 183 |
+
import numpy as np
|
| 184 |
+
|
| 185 |
+
# Create sample data
|
| 186 |
+
data = {
|
| 187 |
+
'Name': ['Alice', 'Bob', 'Charlie', 'David'],
|
| 188 |
+
'Age': [25, 30, 35, 28],
|
| 189 |
+
'Score': [85, 92, 78, 95]
|
| 190 |
+
}
|
| 191 |
+
|
| 192 |
+
df = pd.DataFrame(data)
|
| 193 |
+
print("DataFrame:")
|
| 194 |
+
print(df)
|
| 195 |
+
print(f"\\nAverage Score: {df['Score'].mean():.2f}")""",
|
| 196 |
+
|
| 197 |
+
"Visualization": """import matplotlib.pyplot as plt
|
| 198 |
+
import numpy as np
|
| 199 |
+
|
| 200 |
+
# Create data
|
| 201 |
+
x = np.linspace(0, 10, 100)
|
| 202 |
+
y1 = np.sin(x)
|
| 203 |
+
y2 = np.cos(x)
|
| 204 |
+
|
| 205 |
+
# Create plot
|
| 206 |
+
plt.figure(figsize=(10, 6))
|
| 207 |
+
plt.plot(x, y1, label='sin(x)', linewidth=2)
|
| 208 |
+
plt.plot(x, y2, label='cos(x)', linewidth=2)
|
| 209 |
+
plt.xlabel('x')
|
| 210 |
+
plt.ylabel('y')
|
| 211 |
+
plt.title('Sine and Cosine Functions')
|
| 212 |
+
plt.legend()
|
| 213 |
+
plt.grid(True, alpha=0.3)
|
| 214 |
+
|
| 215 |
+
# Save plot
|
| 216 |
+
plt.savefig(f'{WORKSPACE}/trigonometric.png', dpi=150, bbox_inches='tight')
|
| 217 |
+
print("β
Plot saved to workspace as 'trigonometric.png'")
|
| 218 |
+
plt.close()""",
|
| 219 |
+
|
| 220 |
+
"File Operations": """import os
|
| 221 |
+
|
| 222 |
+
# Create a text file
|
| 223 |
+
with open(f'{WORKSPACE}/sample.txt', 'w') as f:
|
| 224 |
+
f.write("Hello from Code Interpreter!\\n")
|
| 225 |
+
f.write("This is a sample file.\\n")
|
| 226 |
+
|
| 227 |
+
# Read it back
|
| 228 |
+
with open(f'{WORKSPACE}/sample.txt', 'r') as f:
|
| 229 |
+
content = f.read()
|
| 230 |
+
|
| 231 |
+
print("File content:")
|
| 232 |
+
print(content)
|
| 233 |
+
|
| 234 |
+
# List workspace files
|
| 235 |
+
files = os.listdir(WORKSPACE)
|
| 236 |
+
print(f"\\nWorkspace files: {files}")""",
|
| 237 |
+
|
| 238 |
+
"Machine Learning": """from sklearn.datasets import load_iris
|
| 239 |
+
from sklearn.model_selection import train_test_split
|
| 240 |
+
from sklearn.ensemble import RandomForestClassifier
|
| 241 |
+
from sklearn.metrics import accuracy_score
|
| 242 |
+
|
| 243 |
+
# Load dataset
|
| 244 |
+
iris = load_iris()
|
| 245 |
+
X_train, X_test, y_train, y_test = train_test_split(
|
| 246 |
+
iris.data, iris.target, test_size=0.2, random_state=42
|
| 247 |
+
)
|
| 248 |
+
|
| 249 |
+
# Train model
|
| 250 |
+
model = RandomForestClassifier(n_estimators=100, random_state=42)
|
| 251 |
+
model.fit(X_train, y_train)
|
| 252 |
+
|
| 253 |
+
# Evaluate
|
| 254 |
+
predictions = model.predict(X_test)
|
| 255 |
+
accuracy = accuracy_score(y_test, predictions)
|
| 256 |
+
|
| 257 |
+
print(f"Model Accuracy: {accuracy:.2%}")
|
| 258 |
+
print(f"\\nFeature Importances:")
|
| 259 |
+
for name, importance in zip(iris.feature_names, model.feature_importances_):
|
| 260 |
+
print(f" {name}: {importance:.3f}")"""
|
| 261 |
+
}
|
| 262 |
+
|
| 263 |
+
def load_example(example_name):
|
| 264 |
+
"""Load example code"""
|
| 265 |
+
return EXAMPLES.get(example_name, "")
|
| 266 |
+
|
| 267 |
+
# Custom CSS for better UI
|
| 268 |
+
custom_css = """
|
| 269 |
+
#code-input textarea {
|
| 270 |
+
font-family: 'Monaco', 'Menlo', 'Ubuntu Mono', monospace !important;
|
| 271 |
+
font-size: 14px !important;
|
| 272 |
+
}
|
| 273 |
+
#output-display textarea {
|
| 274 |
+
font-family: 'Monaco', 'Menlo', 'Ubuntu Mono', monospace !important;
|
| 275 |
+
font-size: 13px !important;
|
| 276 |
+
}
|
| 277 |
+
.gradio-container {
|
| 278 |
+
max-width: 1400px !important;
|
| 279 |
+
}
|
| 280 |
+
"""
|
| 281 |
+
|
| 282 |
+
# Build Gradio Interface
|
| 283 |
+
with gr.Blocks(css=custom_css, title="π Code Interpreter Pro", theme=gr.themes.Soft()) as demo:
|
| 284 |
+
gr.Markdown("""
|
| 285 |
+
# π Code Interpreter Pro - HuggingFace Edition
|
| 286 |
+
|
| 287 |
+
A powerful Python code execution sandbox with:
|
| 288 |
+
- β¨ **Real-time code execution** with session management
|
| 289 |
+
- π¦ **Dynamic package installation**
|
| 290 |
+
- π **Data visualization** (matplotlib, plotly, seaborn)
|
| 291 |
+
- π **File upload/download** capabilities
|
| 292 |
+
- π **Persistent session** (variables maintained across runs)
|
| 293 |
+
- π― **Better than basic sandboxes** - Full-featured development environment
|
| 294 |
+
""")
|
| 295 |
+
|
| 296 |
+
with gr.Tabs():
|
| 297 |
+
# Main Code Editor Tab
|
| 298 |
+
with gr.Tab("π» Code Editor"):
|
| 299 |
+
with gr.Row():
|
| 300 |
+
with gr.Column(scale=2):
|
| 301 |
+
code_input = gr.Code(
|
| 302 |
+
label="Python Code Editor",
|
| 303 |
+
language="python",
|
| 304 |
+
lines=20,
|
| 305 |
+
elem_id="code-input"
|
| 306 |
+
)
|
| 307 |
+
|
| 308 |
+
with gr.Row():
|
| 309 |
+
run_btn = gr.Button("βΆοΈ Run Code", variant="primary", size="lg")
|
| 310 |
+
maintain_session_check = gr.Checkbox(
|
| 311 |
+
label="Maintain Session (keep variables)",
|
| 312 |
+
value=True
|
| 313 |
+
)
|
| 314 |
+
|
| 315 |
+
with gr.Row():
|
| 316 |
+
example_dropdown = gr.Dropdown(
|
| 317 |
+
choices=list(EXAMPLES.keys()),
|
| 318 |
+
label="π Load Example",
|
| 319 |
+
value=None
|
| 320 |
+
)
|
| 321 |
+
load_example_btn = gr.Button("Load", size="sm")
|
| 322 |
+
|
| 323 |
+
with gr.Column(scale=2):
|
| 324 |
+
output_display = gr.Textbox(
|
| 325 |
+
label="Output",
|
| 326 |
+
lines=20,
|
| 327 |
+
max_lines=30,
|
| 328 |
+
elem_id="output-display"
|
| 329 |
+
)
|
| 330 |
+
|
| 331 |
+
# Package Manager Tab
|
| 332 |
+
with gr.Tab("π¦ Package Manager"):
|
| 333 |
+
gr.Markdown("### Install Python Packages")
|
| 334 |
+
gr.Markdown("Install any package from PyPI (e.g., pandas, numpy, requests)")
|
| 335 |
+
|
| 336 |
+
with gr.Row():
|
| 337 |
+
package_input = gr.Textbox(
|
| 338 |
+
label="Package Name",
|
| 339 |
+
placeholder="e.g., pandas, requests, beautifulsoup4"
|
| 340 |
+
)
|
| 341 |
+
install_btn = gr.Button("Install", variant="primary")
|
| 342 |
+
|
| 343 |
+
install_output = gr.Textbox(label="Installation Output", lines=5)
|
| 344 |
+
|
| 345 |
+
gr.Markdown("""
|
| 346 |
+
### Pre-installed Packages
|
| 347 |
+
- numpy, pandas, matplotlib
|
| 348 |
+
- scikit-learn, scipy
|
| 349 |
+
- requests, beautifulsoup4
|
| 350 |
+
- And more...
|
| 351 |
+
""")
|
| 352 |
+
|
| 353 |
+
# File Manager Tab
|
| 354 |
+
with gr.Tab("π File Manager"):
|
| 355 |
+
gr.Markdown("### Workspace File Manager")
|
| 356 |
+
gr.Markdown(f"Files are stored in: `{WORKSPACE_DIR}`")
|
| 357 |
+
|
| 358 |
+
with gr.Row():
|
| 359 |
+
with gr.Column():
|
| 360 |
+
gr.Markdown("#### Upload Files")
|
| 361 |
+
file_upload = gr.File(
|
| 362 |
+
label="Select files to upload",
|
| 363 |
+
file_count="multiple"
|
| 364 |
+
)
|
| 365 |
+
upload_btn = gr.Button("Upload to Workspace", variant="primary")
|
| 366 |
+
upload_output = gr.Textbox(label="Upload Status", lines=3)
|
| 367 |
+
|
| 368 |
+
with gr.Column():
|
| 369 |
+
gr.Markdown("#### Workspace Files")
|
| 370 |
+
list_files_btn = gr.Button("π Refresh File List", variant="secondary")
|
| 371 |
+
files_list = gr.Textbox(label="Files in Workspace", lines=10)
|
| 372 |
+
|
| 373 |
+
gr.Markdown("#### Download Files")
|
| 374 |
+
workspace_files = gr.File(
|
| 375 |
+
label="Download files from workspace",
|
| 376 |
+
file_count="multiple",
|
| 377 |
+
type="filepath",
|
| 378 |
+
interactive=False
|
| 379 |
+
)
|
| 380 |
+
|
| 381 |
+
# Session Manager Tab
|
| 382 |
+
with gr.Tab("π Session Manager"):
|
| 383 |
+
gr.Markdown("### Session Management")
|
| 384 |
+
gr.Markdown("Control your execution session and view session state")
|
| 385 |
+
|
| 386 |
+
reset_btn = gr.Button("ποΈ Reset Session", variant="stop")
|
| 387 |
+
reset_output = gr.Textbox(label="Status", lines=2)
|
| 388 |
+
|
| 389 |
+
gr.Markdown("""
|
| 390 |
+
### Session Info
|
| 391 |
+
- **Maintain Session ON**: Variables persist between code executions
|
| 392 |
+
- **Maintain Session OFF**: Fresh environment for each execution
|
| 393 |
+
- **Reset Session**: Clear all variables and start fresh
|
| 394 |
+
""")
|
| 395 |
+
|
| 396 |
+
# Help Tab
|
| 397 |
+
with gr.Tab("β Help & Tips"):
|
| 398 |
+
gr.Markdown("""
|
| 399 |
+
## π― Quick Start Guide
|
| 400 |
+
|
| 401 |
+
### Basic Usage
|
| 402 |
+
1. Write or paste Python code in the editor
|
| 403 |
+
2. Click "βΆοΈ Run Code" to execute
|
| 404 |
+
3. View output in the right panel
|
| 405 |
+
|
| 406 |
+
### Advanced Features
|
| 407 |
+
|
| 408 |
+
#### π Creating Visualizations
|
| 409 |
+
```python
|
| 410 |
+
import matplotlib.pyplot as plt
|
| 411 |
+
|
| 412 |
+
plt.figure(figsize=(10, 6))
|
| 413 |
+
plt.plot([1, 2, 3, 4], [1, 4, 9, 16])
|
| 414 |
+
plt.savefig(f'{WORKSPACE}/my_plot.png')
|
| 415 |
+
print("Plot saved!")
|
| 416 |
+
```
|
| 417 |
+
|
| 418 |
+
#### π Working with Files
|
| 419 |
+
```python
|
| 420 |
+
# Access workspace directory
|
| 421 |
+
print(f"Workspace: {WORKSPACE}")
|
| 422 |
+
|
| 423 |
+
# Save data
|
| 424 |
+
with open(f'{WORKSPACE}/data.txt', 'w') as f:
|
| 425 |
+
f.write("Hello World!")
|
| 426 |
+
|
| 427 |
+
# Read data
|
| 428 |
+
with open(f'{WORKSPACE}/data.txt', 'r') as f:
|
| 429 |
+
print(f.read())
|
| 430 |
+
```
|
| 431 |
+
|
| 432 |
+
#### π¦ Installing Packages
|
| 433 |
+
Go to "Package Manager" tab and install any PyPI package!
|
| 434 |
+
|
| 435 |
+
### Tips
|
| 436 |
+
- Use `maintain_session=True` to keep variables between runs
|
| 437 |
+
- Save plots to workspace to download them
|
| 438 |
+
- Upload CSV/JSON files to analyze data
|
| 439 |
+
- Install packages dynamically as needed
|
| 440 |
+
|
| 441 |
+
### Advantages over e2b.dev
|
| 442 |
+
- β
Free and open-source
|
| 443 |
+
- β
Integrated file management
|
| 444 |
+
- β
Visual package manager
|
| 445 |
+
- β
Session persistence
|
| 446 |
+
- β
Better UI/UX
|
| 447 |
+
- β
Hosted on HuggingFace (reliable infrastructure)
|
| 448 |
+
""")
|
| 449 |
+
|
| 450 |
+
# Event handlers
|
| 451 |
+
run_btn.click(
|
| 452 |
+
fn=run_code,
|
| 453 |
+
inputs=[code_input, maintain_session_check],
|
| 454 |
+
outputs=output_display
|
| 455 |
+
)
|
| 456 |
+
|
| 457 |
+
load_example_btn.click(
|
| 458 |
+
fn=load_example,
|
| 459 |
+
inputs=example_dropdown,
|
| 460 |
+
outputs=code_input
|
| 461 |
+
)
|
| 462 |
+
|
| 463 |
+
install_btn.click(
|
| 464 |
+
fn=install_package_handler,
|
| 465 |
+
inputs=package_input,
|
| 466 |
+
outputs=install_output
|
| 467 |
+
)
|
| 468 |
+
|
| 469 |
+
upload_btn.click(
|
| 470 |
+
fn=upload_file_handler,
|
| 471 |
+
inputs=file_upload,
|
| 472 |
+
outputs=upload_output
|
| 473 |
+
)
|
| 474 |
+
|
| 475 |
+
list_files_btn.click(
|
| 476 |
+
fn=list_files_handler,
|
| 477 |
+
outputs=files_list
|
| 478 |
+
)
|
| 479 |
+
|
| 480 |
+
reset_btn.click(
|
| 481 |
+
fn=reset_session_handler,
|
| 482 |
+
outputs=reset_output
|
| 483 |
+
)
|
| 484 |
+
|
| 485 |
+
if __name__ == "__main__":
|
| 486 |
+
demo.launch()
|