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Update app.py
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app.py
CHANGED
@@ -7,18 +7,22 @@ import tempfile
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import sys
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import json
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import time
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import atexit
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# Print Python version and gradio version for debugging
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print(f"Python version: {sys.version}")
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print(f"Gradio version: {gr.__version__}")
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# Track running processes for cleanup
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running_process = None
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# Clean up
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def
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global running_process
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if running_process and running_process.poll() is None:
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try:
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running_process.terminate()
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print(f"Terminated process {running_process.pid}")
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except Exception as e:
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print(f"Error terminating process: {e}")
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def call_openai_api(api_key, prompt):
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"""Call OpenAI API to generate Gradio app code and requirements"""
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5. Keep the app simple and focused on the user's request
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6. DO NOT use any flagging callbacks
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7. DO NOT create or use any directories or file paths
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Example:
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```python
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@@ -144,83 +175,107 @@ demo.launch(server_name="0.0.0.0", server_port=7861)
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except Exception as e:
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return None, f"API call failed: {str(e)}"
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def
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"""Install
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)
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# Wait a bit for the app to start
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time.sleep(5)
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# Check if the process is still running
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if running_process.poll() is not None:
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stdout, stderr = running_process.communicate()
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os.unlink(app_file)
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return None, f"App failed to start:\n{stderr}\n\nInstallation log:\n{install_output}"
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return {
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"app_file": app_file,
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"install_output": install_output
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}, None
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except Exception as e:
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if 'app_file' in locals() and os.path.exists(app_file):
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os.unlink(app_file)
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return None, f"Error setting up and running app: {str(e)}"
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def
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"""
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global running_process
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if running_process and running_process.poll() is None:
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try:
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running_process.terminate()
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running_process.wait(timeout=5)
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# Create the Gradio interface
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with gr.Blocks(title="Gradio App Generator") as demo:
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gr.Markdown("# 🤖 Gradio App Generator")
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gr.Markdown("""
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This app generates a Gradio application based on your description, installs required packages,
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and runs it directly. The generated app will be displayed below.
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""")
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with gr.Row():
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with gr.Accordion("Generated Code", open=False):
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code_output = gr.Code(language="python", label="App Code")
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status_output = gr.Markdown("")
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# Frame to display the running app
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app_frame = gr.HTML("<div style='text-align:center; padding:50px;'><h3>Your generated app will appear here</h3></div>")
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# App file
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app_file_state = gr.State(None)
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def on_generate(api_key_val, prompt_val):
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# Validate API key
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if not api_key_val or len(api_key_val) < 20 or not api_key_val.startswith("sk-"):
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return (
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None,
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"<div style='text-align:center; padding:50px;'><h3>Invalid API key</h3></div>",
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gr.update(visible=False), None
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)
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# Generate app code and requirements
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status_message = "⏳ Generating app code..."
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yield (
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None,
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"<div style='text-align:center; padding:50px;'><h3>Generating code...</h3></div>",
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gr.update(visible=False), None
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)
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app_info, error = call_openai_api(api_key_val, prompt_val)
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if error or not app_info:
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return (
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None,
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"<div style='text-align:center; padding:50px;'><h3>Error generating app</h3></div>",
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gr.update(visible=False), None
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)
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else:
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code += "\n\ndemo.launch(server_name=\"0.0.0.0\", server_port=7861)"
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status_message = "⏳ Installing packages
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yield (
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code,
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"<div style='text-align:center; padding:50px;'><h3>Installing packages...</h3></div>",
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gr.update(visible=False), None
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)
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#
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return (
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code,
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"<div style='text-align:center; padding:50px;'><h3>Error
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gr.update(visible=False), None
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)
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"""
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return (
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code,
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iframe_html,
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)
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except Exception as e:
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import traceback
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error_details = traceback.format_exc()
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return (
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None,
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"<div style='text-align:center; padding:50px;'><h3>An error occurred</h3></div>",
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gr.update(visible=False), None
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)
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def on_stop(app_file):
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# Clean up the app file
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if app_file and os.path.exists(app_file):
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try:
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os.unlink(app_file)
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except:
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pass
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else:
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return (
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"⚠️ No app was running",
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"<div style='text-align:center; padding:50px;'><h3>No app was running</h3></div>",
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gr.update(visible=False), None
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)
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generate_btn.click(
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on_generate,
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inputs=[api_key, prompt],
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outputs=[
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code_output,
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stop_btn, app_file_state
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]
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)
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stop_btn.click(
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on_stop,
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inputs=[app_file_state],
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outputs=[
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)
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if __name__ == "__main__":
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# Make sure we're not trying to use flagging
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demo.launch(server_name="0.0.0.0", server_port=7860, flagging_callback=None)
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import sys
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import json
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import time
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import threading
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import queue
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import atexit
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# Print Python version and gradio version for debugging
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print(f"Python version: {sys.version}")
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print(f"Gradio version: {gr.__version__}")
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# Track running processes and resources for cleanup
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running_process = None
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temp_files = []
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# Clean up resources on exit
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def cleanup_resources():
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global running_process, temp_files
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# Stop any running process
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if running_process and running_process.poll() is None:
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try:
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running_process.terminate()
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print(f"Terminated process {running_process.pid}")
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except Exception as e:
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print(f"Error terminating process: {e}")
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# Remove temporary files
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for file_path in temp_files:
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if os.path.exists(file_path):
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try:
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os.unlink(file_path)
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print(f"Removed temporary file: {file_path}")
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except Exception as e:
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print(f"Error removing file {file_path}: {e}")
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atexit.register(cleanup_resources)
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# Queue for capturing subprocess output
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output_queue = queue.Queue()
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def read_output(process, output_queue):
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"""Read output from a process and put it in a queue"""
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for line in iter(process.stdout.readline, ''):
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if line:
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output_queue.put(line)
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process.stdout.close()
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def read_error(process, output_queue):
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"""Read error output from a process and put it in a queue"""
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for line in iter(process.stderr.readline, ''):
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if line:
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output_queue.put(f"ERROR: {line}")
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process.stderr.close()
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def call_openai_api(api_key, prompt):
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"""Call OpenAI API to generate Gradio app code and requirements"""
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5. Keep the app simple and focused on the user's request
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6. DO NOT use any flagging callbacks
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7. DO NOT create or use any directories or file paths
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8. Do not use features from newer Gradio versions
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Example:
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```python
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except Exception as e:
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return None, f"API call failed: {str(e)}"
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def install_package(package, output_queue):
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"""Install a package and send output to the queue"""
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cmd = [sys.executable, "-m", "pip", "install", "--upgrade", package]
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print(f"Installing: {package}")
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output_queue.put(f"Installing: {package}\n")
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process = subprocess.Popen(
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cmd,
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stdout=subprocess.PIPE,
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stderr=subprocess.PIPE,
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text=True,
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bufsize=1
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)
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# Start threads to read output
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stdout_thread = threading.Thread(target=read_output, args=(process, output_queue))
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stderr_thread = threading.Thread(target=read_error, args=(process, output_queue))
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stdout_thread.daemon = True
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stderr_thread.daemon = True
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stdout_thread.start()
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stderr_thread.start()
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# Wait for the process to complete
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process.wait()
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# Wait for threads to finish
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stdout_thread.join()
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stderr_thread.join()
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if process.returncode == 0:
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output_queue.put(f"Successfully installed {package}\n")
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return True
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else:
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output_queue.put(f"Failed to install {package} (error code: {process.returncode})\n")
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return False
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def run_app(app_code, output_queue):
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"""Run the app in a separate process"""
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global running_process, temp_files
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# Stop any existing process
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if running_process and running_process.poll() is None:
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running_process.terminate()
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try:
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running_process.wait(timeout=5)
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except subprocess.TimeoutExpired:
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running_process.kill()
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# Create a temporary file for the app
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fd, app_file = tempfile.mkstemp(suffix='.py')
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os.close(fd)
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with open(app_file, 'w') as f:
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f.write(app_code)
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temp_files.append(app_file)
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# Make sure the code has the correct launch parameters
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if "demo.launch" not in app_code:
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with open(app_file, 'a') as f:
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f.write("\n\ndemo.launch(server_name='0.0.0.0', server_port=7861)\n")
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# Run the app
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output_queue.put(f"Starting the app...\n")
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running_process = subprocess.Popen(
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[sys.executable, app_file],
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stdout=subprocess.PIPE,
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stderr=subprocess.PIPE,
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text=True,
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bufsize=1
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)
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# Start threads to read output
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stdout_thread = threading.Thread(target=read_output, args=(running_process, output_queue))
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stderr_thread = threading.Thread(target=read_error, args=(running_process, output_queue))
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stdout_thread.daemon = True
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stderr_thread.daemon = True
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stdout_thread.start()
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stderr_thread.start()
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# Wait a bit for the app to start
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time.sleep(5)
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# Check if the process is still running
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if running_process.poll() is not None:
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output_queue.put(f"App failed to start (error code: {running_process.returncode})\n")
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return False, app_file
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output_queue.put(f"App is running on port 7861\n")
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return True, app_file
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# Create the Gradio interface
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with gr.Blocks(title="Gradio App Generator") as demo:
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gr.Markdown("# 🤖 Gradio App Generator")
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gr.Markdown("""
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This app generates a Gradio application based on your description, installs required packages,
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and runs it directly within this container. The generated app will be displayed below.
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""")
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with gr.Row():
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with gr.Accordion("Generated Code", open=False):
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code_output = gr.Code(language="python", label="App Code")
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progress_output = gr.Textbox(
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label="Progress Log",
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lines=10,
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max_lines=20,
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autoscroll=True,
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interactive=False
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)
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status_output = gr.Markdown("")
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# Frame to display the running app
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app_frame = gr.HTML("<div style='text-align:center; padding:50px;'><h3>Your generated app will appear here</h3></div>")
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317 |
+
# App file storage
|
318 |
app_file_state = gr.State(None)
|
319 |
|
320 |
def on_generate(api_key_val, prompt_val):
|
321 |
+
# Initialize output queue
|
322 |
+
global output_queue
|
323 |
+
output_queue = queue.Queue()
|
324 |
+
|
325 |
# Validate API key
|
326 |
if not api_key_val or len(api_key_val) < 20 or not api_key_val.startswith("sk-"):
|
327 |
return (
|
328 |
+
None, "⚠️ Please provide a valid OpenAI API key",
|
329 |
"<div style='text-align:center; padding:50px;'><h3>Invalid API key</h3></div>",
|
330 |
+
"Please enter a valid OpenAI API key",
|
331 |
gr.update(visible=False), None
|
332 |
)
|
333 |
|
|
|
335 |
# Generate app code and requirements
|
336 |
status_message = "⏳ Generating app code..."
|
337 |
yield (
|
338 |
+
None, status_message,
|
339 |
"<div style='text-align:center; padding:50px;'><h3>Generating code...</h3></div>",
|
340 |
+
"Generating app code...",
|
341 |
gr.update(visible=False), None
|
342 |
)
|
343 |
|
344 |
app_info, error = call_openai_api(api_key_val, prompt_val)
|
345 |
if error or not app_info:
|
346 |
return (
|
347 |
+
None, f"⚠️ {error or 'Failed to generate app'}",
|
348 |
"<div style='text-align:center; padding:50px;'><h3>Error generating app</h3></div>",
|
349 |
+
f"Error: {error or 'Failed to generate app'}",
|
350 |
gr.update(visible=False), None
|
351 |
)
|
352 |
|
|
|
360 |
else:
|
361 |
code += "\n\ndemo.launch(server_name=\"0.0.0.0\", server_port=7861)"
|
362 |
|
363 |
+
status_message = "⏳ Installing packages..."
|
364 |
yield (
|
365 |
+
code, status_message,
|
366 |
"<div style='text-align:center; padding:50px;'><h3>Installing packages...</h3></div>",
|
367 |
+
"Starting package installation...",
|
368 |
+
gr.update(visible=False), None
|
369 |
+
)
|
370 |
+
|
371 |
+
# Install packages one by one with real-time updates
|
372 |
+
install_results = []
|
373 |
+
for i, package in enumerate(requirements):
|
374 |
+
success = install_package(package, output_queue)
|
375 |
+
install_results.append(success)
|
376 |
+
|
377 |
+
# Update the progress output
|
378 |
+
progress_text = ""
|
379 |
+
while not output_queue.empty():
|
380 |
+
progress_text += output_queue.get_nowait()
|
381 |
+
|
382 |
+
yield (
|
383 |
+
code, f"⏳ Installing packages ({i+1}/{len(requirements)})...",
|
384 |
+
"<div style='text-align:center; padding:50px;'><h3>Installing packages...</h3></div>",
|
385 |
+
progress_text,
|
386 |
+
gr.update(visible=False), None
|
387 |
+
)
|
388 |
+
|
389 |
+
# Check if all packages were installed successfully
|
390 |
+
if not all(install_results):
|
391 |
+
progress_text = ""
|
392 |
+
while not output_queue.empty():
|
393 |
+
progress_text += output_queue.get_nowait()
|
394 |
+
|
395 |
+
return (
|
396 |
+
code, "⚠️ Some packages failed to install",
|
397 |
+
"<div style='text-align:center; padding:50px;'><h3>Error installing packages</h3></div>",
|
398 |
+
progress_text,
|
399 |
+
gr.update(visible=False), None
|
400 |
+
)
|
401 |
+
|
402 |
+
status_message = "⏳ Starting the app..."
|
403 |
+
yield (
|
404 |
+
code, status_message,
|
405 |
+
"<div style='text-align:center; padding:50px;'><h3>Starting app...</h3></div>",
|
406 |
+
progress_text,
|
407 |
gr.update(visible=False), None
|
408 |
)
|
409 |
|
410 |
+
# Run the app
|
411 |
+
success, app_file = run_app(code, output_queue)
|
412 |
+
|
413 |
+
# Update the progress output again
|
414 |
+
progress_text = ""
|
415 |
+
while not output_queue.empty():
|
416 |
+
progress_text += output_queue.get_nowait()
|
417 |
+
|
418 |
+
if not success:
|
419 |
return (
|
420 |
+
code, "⚠️ Failed to start the app",
|
421 |
+
"<div style='text-align:center; padding:50px;'><h3>Error starting app</h3></div>",
|
422 |
+
progress_text,
|
423 |
gr.update(visible=False), None
|
424 |
)
|
425 |
|
|
|
431 |
"""
|
432 |
|
433 |
return (
|
434 |
+
code, f"✅ App is running! View it below.",
|
435 |
+
iframe_html,
|
436 |
+
progress_text,
|
437 |
+
gr.update(visible=True), app_file
|
438 |
)
|
439 |
except Exception as e:
|
440 |
import traceback
|
441 |
error_details = traceback.format_exc()
|
442 |
return (
|
443 |
+
None, f"⚠️ Error: {str(e)}",
|
444 |
"<div style='text-align:center; padding:50px;'><h3>An error occurred</h3></div>",
|
445 |
+
f"Error: {str(e)}\n\n{error_details}",
|
446 |
gr.update(visible=False), None
|
447 |
)
|
448 |
|
449 |
def on_stop(app_file):
|
450 |
+
global running_process
|
451 |
+
|
452 |
+
if running_process and running_process.poll() is None:
|
453 |
+
running_process.terminate()
|
454 |
+
try:
|
455 |
+
running_process.wait(timeout=5)
|
456 |
+
except subprocess.TimeoutExpired:
|
457 |
+
running_process.kill()
|
458 |
+
|
459 |
+
running_process = None
|
460 |
|
461 |
# Clean up the app file
|
462 |
if app_file and os.path.exists(app_file):
|
463 |
try:
|
464 |
os.unlink(app_file)
|
465 |
+
if app_file in temp_files:
|
466 |
+
temp_files.remove(app_file)
|
467 |
except:
|
468 |
pass
|
469 |
|
470 |
+
return (
|
471 |
+
"✅ App stopped",
|
472 |
+
"<div style='text-align:center; padding:50px;'><h3>App stopped</h3></div>",
|
473 |
+
"App has been stopped",
|
474 |
+
gr.update(visible=False), None
|
475 |
+
)
|
|
|
|
|
|
|
|
|
|
|
|
|
476 |
|
477 |
generate_btn.click(
|
478 |
on_generate,
|
479 |
inputs=[api_key, prompt],
|
480 |
outputs=[
|
481 |
+
code_output, status_output, app_frame,
|
482 |
+
progress_output, stop_btn, app_file_state
|
483 |
]
|
484 |
)
|
485 |
|
486 |
stop_btn.click(
|
487 |
on_stop,
|
488 |
inputs=[app_file_state],
|
489 |
+
outputs=[
|
490 |
+
status_output, app_frame, progress_output,
|
491 |
+
stop_btn, app_file_state
|
492 |
+
]
|
493 |
)
|
494 |
|
495 |
if __name__ == "__main__":
|
496 |
# Make sure we're not trying to use flagging
|
497 |
+
demo.queue().launch(server_name="0.0.0.0", server_port=7860, flagging_callback=None)
|