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import gradio as gr
import requests
import re
import os
import subprocess
import tempfile
import sys
import json
import time
import threading
import queue
import atexit

# Print Python version and gradio version for debugging
print(f"Python version: {sys.version}")
print(f"Gradio version: {gr.__version__}")

# Track running processes and resources for cleanup
running_process = None
temp_files = []

# Clean up resources on exit
def cleanup_resources():
    global running_process, temp_files
    # Stop any running process
    if running_process and running_process.poll() is None:
        try:
            running_process.terminate()
            running_process.wait(timeout=5)
            print(f"Terminated process {running_process.pid}")
        except Exception as e:
            print(f"Error terminating process: {e}")
    
    # Remove temporary files
    for file_path in temp_files:
        if os.path.exists(file_path):
            try:
                os.unlink(file_path)
                print(f"Removed temporary file: {file_path}")
            except Exception as e:
                print(f"Error removing file {file_path}: {e}")

atexit.register(cleanup_resources)

# Queue for capturing subprocess output
output_queue = queue.Queue()

def read_output(process, output_queue):
    """Read output from a process and put it in a queue"""
    for line in iter(process.stdout.readline, ''):
        if line:
            output_queue.put(line)
    process.stdout.close()

def read_error(process, output_queue):
    """Read error output from a process and put it in a queue"""
    for line in iter(process.stderr.readline, ''):
        if line:
            output_queue.put(f"ERROR: {line}")
    process.stderr.close()

def call_openai_api(api_key, prompt):
    """Call OpenAI API to generate Gradio app code and requirements"""
    headers = {
        "Content-Type": "application/json",
        "Authorization": f"Bearer {api_key}"
    }
    
    system_prompt = """You are an expert at creating Python applications with Gradio.
Create a complete, standalone Gradio application based on the user's prompt.

Provide your response in the following JSON format:
{
    "app_code": "# Python code here...",
    "requirements": [],
    "description": "Brief description of what the app does"
}

Important guidelines:
1. The app_code should be a complete Gradio application
2. Use ONLY gr.Interface (NOT gr.Blocks)
3. Always include server_name="0.0.0.0" and server_port=7861 in the launch parameters
4. DO NOT include any requirements - use ONLY packages that are already included with Gradio
5. Keep the app simple and focused on the user's request - NO extra package dependencies
6. DO NOT use any flagging callbacks or flagging_dir parameters in launch
7. DO NOT create or use any directories or file paths
8. Only use basic Python libraries and features from Gradio and its default dependencies

Example:
```python
import gradio as gr
import numpy as np

def process(input_value):
    return input_value * 2

demo = gr.Interface(
    fn=process,
    inputs=gr.Number(label="Input"),
    outputs=gr.Number(label="Output"),
    title="Number Doubler"
)

demo.launch(server_name="0.0.0.0", server_port=7861)
```
"""
    
    data = {
        "model": "gpt-4o",
        "messages": [
            {"role": "system", "content": system_prompt},
            {"role": "user", "content": prompt}
        ],
        "temperature": 0.2,
        "max_tokens": 4000
    }
    
    try:
        response = requests.post(
            "https://api.openai.com/v1/chat/completions",
            headers=headers,
            json=data
        )
        
        if response.status_code != 200:
            return None, f"API Error: {response.status_code} - {response.text}"
        
        result = response.json()
        content = result["choices"][0]["message"]["content"]
        
        # Try to parse the JSON response
        try:
            # Look for JSON object
            json_pattern = r'({[\s\S]*})'
            json_match = re.search(json_pattern, content)
            
            if json_match:
                json_str = json_match.group(1)
                app_info = json.loads(json_str)
            else:
                # Try to extract code and requirements manually
                code_pattern = r'```python\s*([\s\S]*?)```'
                code_match = re.search(code_pattern, content)
                
                if not code_match:
                    return None, "No code found in the response"
                
                code = code_match.group(1)
                
                # For simplicity, we're going to avoid additional requirements
                app_info = {
                    "app_code": code,
                    "requirements": [],
                    "description": "Generated Gradio application"
                }
            
            # Clean up the code if needed
            if "```python" in app_info["app_code"]:
                code_pattern = r'```python\s*([\s\S]*?)```'
                code_match = re.search(code_pattern, app_info["app_code"])
                if code_match:
                    app_info["app_code"] = code_match.group(1)
            
            return app_info, None
        except Exception as e:
            return None, f"Failed to parse API response: {str(e)}"
    except Exception as e:
        return None, f"API call failed: {str(e)}"

def run_app(app_code, output_queue):
    """Run the app in a separate process"""
    global running_process, temp_files
    
    # Stop any existing process
    if running_process and running_process.poll() is None:
        running_process.terminate()
        try:
            running_process.wait(timeout=5)
        except subprocess.TimeoutExpired:
            running_process.kill()
    
    # Create a temporary file for the app
    fd, app_file = tempfile.mkstemp(suffix='.py')
    os.close(fd)
    
    with open(app_file, 'w') as f:
        f.write(app_code)
    
    temp_files.append(app_file)
    
    # Make sure the code has the correct launch parameters
    with open(app_file, 'r') as f:
        app_code = f.read()
    
    # Remove flagging_callback if present
    app_code = re.sub(r'flagging_callback\s*=\s*[^,)]+', '', app_code)
    
    # Remove flagging_dir if present
    app_code = re.sub(r'flagging_dir\s*=\s*[^,)]+', '', app_code)
    
    # Make sure it has the correct launch parameters
    if "demo.launch" not in app_code:
        app_code += "\n\ndemo.launch(server_name='0.0.0.0', server_port=7861)\n"
    elif "server_name" not in app_code or "server_port" not in app_code:
        app_code = re.sub(r'demo\.launch\s*\(', r'demo.launch(server_name="0.0.0.0", server_port=7861, ', app_code)
    
    # Write the updated code back to the file
    with open(app_file, 'w') as f:
        f.write(app_code)
    
    # Run the app
    output_queue.put(f"Starting the app...\n")
    running_process = subprocess.Popen(
        [sys.executable, app_file],
        stdout=subprocess.PIPE,
        stderr=subprocess.PIPE,
        text=True,
        bufsize=1
    )
    
    # Start threads to read output
    stdout_thread = threading.Thread(target=read_output, args=(running_process, output_queue))
    stderr_thread = threading.Thread(target=read_error, args=(running_process, output_queue))
    
    stdout_thread.daemon = True
    stderr_thread.daemon = True
    
    stdout_thread.start()
    stderr_thread.start()
    
    # Wait a bit for the app to start
    time.sleep(5)
    
    # Check if the process is still running
    if running_process.poll() is not None:
        output_queue.put(f"App failed to start (error code: {running_process.returncode})\n")
        return False, app_file
    
    output_queue.put(f"App is running on port 7861\n")
    return True, app_file

# Create the Gradio interface
with gr.Blocks(title="Gradio App Generator") as demo:
    gr.Markdown("# 🤖 Gradio App Generator")
    gr.Markdown("""
    This app generates a Gradio application based on your description,
    and runs it directly with no additional dependencies. The generated app will be displayed below.
    """)
    
    with gr.Row():
        with gr.Column(scale=1):
            api_key = gr.Textbox(
                label="OpenAI API Key", 
                placeholder="sk-...",
                type="password",
                info="Your key is used only for this session"
            )
            
            prompt = gr.Textbox(
                label="App Description", 
                placeholder="Describe the Gradio app you want to create...",
                lines=5
            )
            
            with gr.Row():
                generate_btn = gr.Button("Generate & Run App", variant="primary")
                stop_btn = gr.Button("Stop Running App", variant="stop", visible=False)
            
            with gr.Accordion("Generated Code", open=False):
                code_output = gr.Code(language="python", label="App Code")
            
            progress_output = gr.Textbox(
                label="Progress Log", 
                lines=10,
                max_lines=20,
                interactive=False
            )
            
            status_output = gr.Markdown("")
        
        with gr.Column(scale=2):
            # Frame to display the running app
            app_frame = gr.HTML("<div style='text-align:center; padding:50px;'><h3>Your generated app will appear here</h3></div>")
    
    # App file storage
    app_file_state = gr.State(None)
    
    def on_generate(api_key_val, prompt_val):
        # Initialize output queue
        global output_queue
        output_queue = queue.Queue()
        
        # Validate API key
        if not api_key_val or len(api_key_val) < 20 or not api_key_val.startswith("sk-"):
            return (
                None, "⚠️ Please provide a valid OpenAI API key", 
                "<div style='text-align:center; padding:50px;'><h3>Invalid API key</h3></div>",
                "Please enter a valid OpenAI API key",
                gr.update(visible=False), None
            )
        
        try:
            # Generate app code and requirements
            status_message = "⏳ Generating app code..."
            yield (
                None, status_message, 
                "<div style='text-align:center; padding:50px;'><h3>Generating code...</h3></div>",
                "Generating app code...",
                gr.update(visible=False), None
            )
            
            app_info, error = call_openai_api(api_key_val, prompt_val)
            if error or not app_info:
                return (
                    None, f"⚠️ {error or 'Failed to generate app'}", 
                    "<div style='text-align:center; padding:50px;'><h3>Error generating app</h3></div>",
                    f"Error: {error or 'Failed to generate app'}",
                    gr.update(visible=False), None
                )
            
            code = app_info["app_code"]
            
            # Make sure server_name and server_port are specified
            if "server_name" not in code or "server_port" not in code:
                if "demo.launch(" in code:
                    code = code.replace("demo.launch(", "demo.launch(server_name=\"0.0.0.0\", server_port=7861, ")
                else:
                    code += "\n\ndemo.launch(server_name=\"0.0.0.0\", server_port=7861)"
            
            status_message = "⏳ Starting the app..."
            yield (
                code, status_message,
                "<div style='text-align:center; padding:50px;'><h3>Starting app...</h3></div>",
                "Starting the app...",
                gr.update(visible=False), None
            )
            
            # Run the app
            success, app_file = run_app(code, output_queue)
            
            # Update the progress output
            progress_text = ""
            while not output_queue.empty():
                progress_text += output_queue.get_nowait()
            
            if not success:
                return (
                    code, "⚠️ Failed to start the app",
                    "<div style='text-align:center; padding:50px;'><h3>Error starting app</h3></div>",
                    progress_text,
                    gr.update(visible=False), None
                )
            
            # Show the app in an iframe
            iframe_html = f"""
            <div style="height:600px; border:1px solid #ddd; border-radius:5px; overflow:hidden;">
                <iframe src="http://localhost:7861" width="100%" height="100%" frameborder="0"></iframe>
            </div>
            """
            
            return (
                code, f"✅ App is running! View it below.", 
                iframe_html,
                progress_text,
                gr.update(visible=True), app_file
            )
        except Exception as e:
            import traceback
            error_details = traceback.format_exc()
            return (
                None, f"⚠️ Error: {str(e)}",
                "<div style='text-align:center; padding:50px;'><h3>An error occurred</h3></div>",
                f"Error: {str(e)}\n\n{error_details}",
                gr.update(visible=False), None
            )
    
    def on_stop(app_file):
        global running_process
        
        if running_process and running_process.poll() is None:
            running_process.terminate()
            try:
                running_process.wait(timeout=5)
            except subprocess.TimeoutExpired:
                running_process.kill()
            
            running_process = None
        
        # Clean up the app file
        if app_file and os.path.exists(app_file):
            try:
                os.unlink(app_file)
                if app_file in temp_files:
                    temp_files.remove(app_file)
            except:
                pass
        
        return (
            "✅ App stopped", 
            "<div style='text-align:center; padding:50px;'><h3>App stopped</h3></div>",
            "App has been stopped",
            gr.update(visible=False), None
        )
    
    generate_btn.click(
        on_generate,
        inputs=[api_key, prompt],
        outputs=[
            code_output, status_output, app_frame, 
            progress_output, stop_btn, app_file_state
        ]
    )
    
    stop_btn.click(
        on_stop,
        inputs=[app_file_state],
        outputs=[
            status_output, app_frame, progress_output,
            stop_btn, app_file_state
        ]
    )

if __name__ == "__main__":
    # Launch without any optional parameters that might cause issues
    demo.queue().launch(server_name="0.0.0.0", server_port=7860)