Spaces:
Sleeping
Sleeping
Update app.py
Browse files
app.py
CHANGED
@@ -1,204 +1,38 @@
|
|
1 |
-
|
2 |
-
import importlib.util
|
3 |
-
import sys
|
4 |
-
import tempfile
|
5 |
-
import traceback
|
6 |
-
from pathlib import Path
|
7 |
|
8 |
-
|
9 |
-
import openai
|
10 |
-
from flask import Flask, render_template, request, jsonify
|
11 |
-
from dotenv import load_dotenv
|
12 |
|
13 |
-
|
|
|
14 |
|
15 |
-
#
|
16 |
-
|
|
|
|
|
|
|
17 |
|
18 |
-
#
|
19 |
-
|
20 |
-
|
21 |
-
raise ValueError("OPENAI_API_KEY environment variable is not set")
|
22 |
|
23 |
-
|
24 |
-
|
25 |
-
current_code = ""
|
26 |
|
27 |
-
|
28 |
-
|
29 |
-
try:
|
30 |
-
response = openai.chat.completions.create(
|
31 |
-
model="gpt-4o", # Using gpt-4o for best code generation
|
32 |
-
messages=[
|
33 |
-
{"role": "system", "content": """You are an expert Gradio developer.
|
34 |
-
Create a standalone Gradio application based on the user's prompt.
|
35 |
-
Your response should ONLY include Python code without any explanation.
|
36 |
-
The code must:
|
37 |
-
1. Import all necessary libraries
|
38 |
-
2. Define a complete, functional Gradio interface
|
39 |
-
3. Launch the interface with share=False and show_api=False
|
40 |
-
4. Use gr.Blocks() for complex interfaces
|
41 |
-
5. Handle errors gracefully
|
42 |
-
6. Use relative paths for any file operations
|
43 |
-
7. NOT use external APIs or services unless specifically requested
|
44 |
-
8. Be completely self-contained in a single script
|
45 |
-
9. End with a simple if __name__ == "__main__": block that launches the app
|
46 |
-
"""
|
47 |
-
},
|
48 |
-
{"role": "user", "content": prompt}
|
49 |
-
],
|
50 |
-
temperature=0.2,
|
51 |
-
max_tokens=4000
|
52 |
-
)
|
53 |
-
|
54 |
-
generated_code = response.choices[0].message.content
|
55 |
-
code_blocks = extract_code_blocks(generated_code)
|
56 |
-
|
57 |
-
if code_blocks:
|
58 |
-
return code_blocks[0], None
|
59 |
-
else:
|
60 |
-
return generated_code, None
|
61 |
-
|
62 |
-
except Exception as e:
|
63 |
-
return None, str(e)
|
64 |
|
65 |
-
|
66 |
-
|
67 |
-
|
68 |
-
|
69 |
-
# Check if code is safe to execute
|
70 |
-
is_valid, error_msg = validate_gradio_code(code)
|
71 |
-
if not is_valid:
|
72 |
-
return None, error_msg
|
73 |
-
|
74 |
-
# Clean up previous app if it exists
|
75 |
-
if generated_app:
|
76 |
-
try:
|
77 |
-
generated_app.close()
|
78 |
-
except:
|
79 |
-
pass
|
80 |
-
|
81 |
-
# Save code to a temporary file
|
82 |
-
with tempfile.NamedTemporaryFile(suffix='.py', delete=False) as f:
|
83 |
-
f.write(code.encode('utf-8'))
|
84 |
-
temp_file = f.name
|
85 |
-
|
86 |
-
try:
|
87 |
-
# Import the module
|
88 |
-
module_name = os.path.basename(temp_file).replace('.py', '')
|
89 |
-
spec = importlib.util.spec_from_file_location(module_name, temp_file)
|
90 |
-
module = importlib.util.module_from_spec(spec)
|
91 |
-
sys.modules[module_name] = module
|
92 |
-
spec.loader.exec_module(module)
|
93 |
-
|
94 |
-
# Find the Gradio interface
|
95 |
-
for attr_name in dir(module):
|
96 |
-
attr = getattr(module, attr_name)
|
97 |
-
if isinstance(attr, gr.Blocks) or isinstance(attr, gr.Interface):
|
98 |
-
# Save a reference to the app
|
99 |
-
generated_app = attr
|
100 |
-
current_code = code
|
101 |
-
|
102 |
-
# Return the app
|
103 |
-
return attr, None
|
104 |
-
|
105 |
-
return None, "No Gradio interface found in the generated code"
|
106 |
-
|
107 |
-
except Exception as e:
|
108 |
-
error_details = traceback.format_exc()
|
109 |
-
return None, f"Error executing the generated code: {str(e)}\n{error_details}"
|
110 |
-
finally:
|
111 |
-
# Clean up the temporary file
|
112 |
-
try:
|
113 |
-
os.unlink(temp_file)
|
114 |
-
except:
|
115 |
-
pass
|
116 |
|
117 |
-
|
118 |
-
|
119 |
-
with gr.Blocks(title="Dynamic Gradio App Generator") as interface:
|
120 |
-
gr.Markdown("# 🤖 Dynamic Gradio App Generator")
|
121 |
-
gr.Markdown("Describe the Gradio app you want to create, and the AI will generate and run it for you.")
|
122 |
-
|
123 |
-
with gr.Row():
|
124 |
-
with gr.Column(scale=2):
|
125 |
-
prompt = gr.Textbox(
|
126 |
-
label="App Description",
|
127 |
-
placeholder="Describe the Gradio app you want to create...",
|
128 |
-
lines=5
|
129 |
-
)
|
130 |
-
|
131 |
-
with gr.Row():
|
132 |
-
submit_btn = gr.Button("Generate & Run App", variant="primary")
|
133 |
-
clear_btn = gr.Button("Clear", variant="secondary")
|
134 |
-
|
135 |
-
with gr.Accordion("Generated Code", open=False):
|
136 |
-
code_output = gr.Code(language="python", label="Generated Code")
|
137 |
-
|
138 |
-
with gr.Column(scale=3):
|
139 |
-
output = gr.Markdown("Your generated app will appear here.")
|
140 |
-
error_output = gr.Markdown(visible=False)
|
141 |
-
|
142 |
-
def on_submit(prompt_text):
|
143 |
-
# Generate the Gradio app code
|
144 |
-
code, error = generate_gradio_app(prompt_text)
|
145 |
-
if error:
|
146 |
-
return None, f"⚠️ **Error generating code**: {error}", gr.update(visible=True), None
|
147 |
-
|
148 |
-
# Load and run the generated app
|
149 |
-
app, run_error = load_and_run_gradio_app(code)
|
150 |
-
if run_error:
|
151 |
-
return code, f"⚠️ **Error running the generated app**: {run_error}", gr.update(visible=True), None
|
152 |
-
|
153 |
-
# Create an iframe to display the app
|
154 |
-
iframe_html = f'<iframe src="/generated_app" width="100%" height="800px" frameborder="0"></iframe>'
|
155 |
-
return code, "", gr.update(visible=False), iframe_html
|
156 |
-
|
157 |
-
def on_clear():
|
158 |
-
return "", "", gr.update(visible=False), "Your generated app will appear here."
|
159 |
-
|
160 |
-
submit_btn.click(
|
161 |
-
on_submit,
|
162 |
-
inputs=[prompt],
|
163 |
-
outputs=[code_output, error_output, error_output, output]
|
164 |
-
)
|
165 |
-
|
166 |
-
clear_btn.click(
|
167 |
-
on_clear,
|
168 |
-
inputs=[],
|
169 |
-
outputs=[prompt, code_output, error_output, output]
|
170 |
-
)
|
171 |
-
|
172 |
-
return interface
|
173 |
|
174 |
-
#
|
175 |
-
|
176 |
-
def serve_generated_app():
|
177 |
-
"""Serve the generated Gradio app"""
|
178 |
-
if not generated_app:
|
179 |
-
return "No app has been generated yet. Please create one first."
|
180 |
-
|
181 |
-
# Create a tempfile with the current code
|
182 |
-
with tempfile.NamedTemporaryFile(suffix='.py', delete=False) as f:
|
183 |
-
f.write(current_code.encode('utf-8'))
|
184 |
-
temp_file = f.name
|
185 |
-
|
186 |
-
# Execute the code in a subprocess
|
187 |
-
# This is a simplified version - in a real app, you'd need a more robust solution
|
188 |
-
import subprocess
|
189 |
-
result = subprocess.run([sys.executable, temp_file], capture_output=True, text=True)
|
190 |
-
|
191 |
-
# Clean up
|
192 |
-
os.unlink(temp_file)
|
193 |
-
|
194 |
-
if result.returncode != 0:
|
195 |
-
return f"Error running the app: {result.stderr}"
|
196 |
-
|
197 |
-
return result.stdout
|
198 |
|
199 |
-
|
200 |
-
|
201 |
-
|
202 |
-
|
203 |
-
|
204 |
-
demo.launch(server_name="0.0.0.0", server_port=7860)
|
|
|
1 |
+
FROM python:3.9-slim
|
|
|
|
|
|
|
|
|
|
|
2 |
|
3 |
+
WORKDIR /app
|
|
|
|
|
|
|
4 |
|
5 |
+
# Create a non-root user
|
6 |
+
RUN useradd -m appuser
|
7 |
|
8 |
+
# Install system dependencies
|
9 |
+
RUN apt-get update && apt-get install -y \
|
10 |
+
build-essential \
|
11 |
+
git \
|
12 |
+
&& rm -rf /var/lib/apt/lists/*
|
13 |
|
14 |
+
# Create directories for matplotlib and set appropriate permissions
|
15 |
+
RUN mkdir -p /home/appuser/.config/matplotlib && \
|
16 |
+
chown -R appuser:appuser /home/appuser/.config
|
|
|
17 |
|
18 |
+
# Copy requirements file
|
19 |
+
COPY requirements.txt .
|
|
|
20 |
|
21 |
+
# Install Python dependencies
|
22 |
+
RUN pip install --no-cache-dir -r requirements.txt
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
23 |
|
24 |
+
# Copy application files
|
25 |
+
COPY app.py .
|
26 |
+
COPY utils.py .
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
27 |
|
28 |
+
# Set environment variable for matplotlib
|
29 |
+
ENV MPLCONFIGDIR=/home/appuser/.config/matplotlib
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
30 |
|
31 |
+
# Expose port for the application
|
32 |
+
EXPOSE 7860
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
33 |
|
34 |
+
# Switch to the non-root user
|
35 |
+
USER appuser
|
36 |
+
|
37 |
+
# Command to run the application
|
38 |
+
CMD ["python", "app.py"]
|
|