Spaces:
Runtime error
Runtime error
Create app.py
Browse files
app.py
ADDED
|
@@ -0,0 +1,224 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
import gradio as gr
|
| 2 |
+
from openai import OpenAI
|
| 3 |
+
import os
|
| 4 |
+
|
| 5 |
+
ACCESS_TOKEN = os.getenv("HF_TOKEN")
|
| 6 |
+
|
| 7 |
+
client = OpenAI(
|
| 8 |
+
base_url="https://api-inference.huggingface.co/v1/",
|
| 9 |
+
api_key=ACCESS_TOKEN,
|
| 10 |
+
)
|
| 11 |
+
|
| 12 |
+
def generate_python_program(
|
| 13 |
+
program_type,
|
| 14 |
+
difficulty,
|
| 15 |
+
features,
|
| 16 |
+
documentation_level,
|
| 17 |
+
optimization_focus,
|
| 18 |
+
output_format
|
| 19 |
+
):
|
| 20 |
+
# توضیحات ویژگیها برای تولید کد
|
| 21 |
+
feature_prompts = {
|
| 22 |
+
"Basic Functionality": "Include fundamental features and functionalities.",
|
| 23 |
+
"Intermediate Features": "Add modularity, error handling, and input validation.",
|
| 24 |
+
"Advanced Features": "Incorporate advanced libraries, multithreading, or optimization techniques.",
|
| 25 |
+
}
|
| 26 |
+
|
| 27 |
+
doc_prompts = {
|
| 28 |
+
"Minimal": "Provide minimal inline comments for understanding.",
|
| 29 |
+
"Moderate": "Include detailed comments explaining key parts of the code.",
|
| 30 |
+
"Comprehensive": "Provide full documentation, including docstrings and usage examples.",
|
| 31 |
+
}
|
| 32 |
+
|
| 33 |
+
optimization_prompts = {
|
| 34 |
+
"Readability": "Focus on writing clean and readable code.",
|
| 35 |
+
"Performance": "Prioritize optimizing performance and resource usage.",
|
| 36 |
+
"Scalability": "Ensure the code can handle large-scale use cases effectively.",
|
| 37 |
+
}
|
| 38 |
+
|
| 39 |
+
base_prompt = f"""
|
| 40 |
+
Act as an expert Python programmer and code generator.
|
| 41 |
+
Generate a Python program with the following requirements:
|
| 42 |
+
- Program Type: {program_type}
|
| 43 |
+
- Difficulty Level: {difficulty}
|
| 44 |
+
- Features: {feature_prompts[features]}
|
| 45 |
+
- Documentation Level: {doc_prompts[documentation_level]}
|
| 46 |
+
- Optimization Focus: {optimization_prompts[optimization_focus]}
|
| 47 |
+
- Output Format: {output_format}
|
| 48 |
+
|
| 49 |
+
Additional Requirements:
|
| 50 |
+
- Ensure code is executable and error-free.
|
| 51 |
+
- Include best practices for Python development.
|
| 52 |
+
- If libraries are required, mention installation instructions.
|
| 53 |
+
- Add a test case or example usage if applicable.
|
| 54 |
+
"""
|
| 55 |
+
|
| 56 |
+
try:
|
| 57 |
+
messages = [
|
| 58 |
+
{"role": "system", "content": "You are an expert Python code generator."},
|
| 59 |
+
{"role": "user", "content": base_prompt}
|
| 60 |
+
]
|
| 61 |
+
|
| 62 |
+
response = client.chat.completions.create(
|
| 63 |
+
model="Qwen/QwQ-32B-Preview",
|
| 64 |
+
messages=messages,
|
| 65 |
+
max_tokens=2048,
|
| 66 |
+
temperature=0.7,
|
| 67 |
+
top_p=0.9
|
| 68 |
+
)
|
| 69 |
+
|
| 70 |
+
return response.choices[0].message.content
|
| 71 |
+
|
| 72 |
+
except Exception as e:
|
| 73 |
+
return f"An error occurred: {str(e)}\nPlease try again with different parameters."
|
| 74 |
+
|
| 75 |
+
def create_interface():
|
| 76 |
+
with gr.Blocks(theme=gr.themes.Soft(primary_hue="blue")) as iface:
|
| 77 |
+
gr.Markdown("""
|
| 78 |
+
# <div align="center"><strong>🛠️ Python Program Generator</strong></div>
|
| 79 |
+
|
| 80 |
+
Welcome to your personalized Python program generator! This tool allows you to:
|
| 81 |
+
- Create executable Python programs
|
| 82 |
+
- Customize features, difficulty, and optimization focus
|
| 83 |
+
- Receive well-documented and ready-to-run code
|
| 84 |
+
|
| 85 |
+
Unlock the power of Python programming today! 🚀
|
| 86 |
+
""")
|
| 87 |
+
|
| 88 |
+
with gr.Row():
|
| 89 |
+
with gr.Column():
|
| 90 |
+
program_type = gr.Textbox(
|
| 91 |
+
label="Program Type",
|
| 92 |
+
placeholder="Describe the type of program (e.g., 'calculator', 'web scraper', 'data visualizer')",
|
| 93 |
+
lines=2
|
| 94 |
+
)
|
| 95 |
+
|
| 96 |
+
difficulty = gr.Radio(
|
| 97 |
+
choices=["Beginner", "Intermediate", "Advanced"],
|
| 98 |
+
label="Difficulty Level",
|
| 99 |
+
value="Intermediate",
|
| 100 |
+
info="Choose based on the complexity of the program"
|
| 101 |
+
)
|
| 102 |
+
|
| 103 |
+
features = gr.Radio(
|
| 104 |
+
choices=[
|
| 105 |
+
"Basic Functionality",
|
| 106 |
+
"Intermediate Features",
|
| 107 |
+
"Advanced Features"
|
| 108 |
+
],
|
| 109 |
+
label="Features",
|
| 110 |
+
value="Basic Functionality",
|
| 111 |
+
info="Select the level of features for your program"
|
| 112 |
+
)
|
| 113 |
+
|
| 114 |
+
documentation_level = gr.Radio(
|
| 115 |
+
choices=["Minimal", "Moderate", "Comprehensive"],
|
| 116 |
+
label="Documentation Level",
|
| 117 |
+
value="Moderate",
|
| 118 |
+
info="Choose the level of inline comments and documentation"
|
| 119 |
+
)
|
| 120 |
+
|
| 121 |
+
optimization_focus = gr.Radio(
|
| 122 |
+
choices=["Readability", "Performance", "Scalability"],
|
| 123 |
+
label="Optimization Focus",
|
| 124 |
+
value="Readability",
|
| 125 |
+
info="Specify the main focus for optimization"
|
| 126 |
+
)
|
| 127 |
+
|
| 128 |
+
output_format = gr.Radio(
|
| 129 |
+
choices=["Executable Code", "Code with Explanation", "Both"],
|
| 130 |
+
label="Output Format",
|
| 131 |
+
value="Both",
|
| 132 |
+
info="Choose how the output should be structured"
|
| 133 |
+
)
|
| 134 |
+
|
| 135 |
+
submit_btn = gr.Button(
|
| 136 |
+
"Generate Python Program",
|
| 137 |
+
variant="primary"
|
| 138 |
+
)
|
| 139 |
+
|
| 140 |
+
with gr.Column():
|
| 141 |
+
output = gr.Textbox(
|
| 142 |
+
label="Generated Python Program",
|
| 143 |
+
lines=20,
|
| 144 |
+
show_copy_button=True
|
| 145 |
+
)
|
| 146 |
+
|
| 147 |
+
# Example scenarios
|
| 148 |
+
gr.Examples(
|
| 149 |
+
examples=[
|
| 150 |
+
[
|
| 151 |
+
"Calculator for basic arithmetic",
|
| 152 |
+
"Beginner",
|
| 153 |
+
"Basic Functionality",
|
| 154 |
+
"Minimal",
|
| 155 |
+
"Readability",
|
| 156 |
+
"Executable Code"
|
| 157 |
+
],
|
| 158 |
+
[
|
| 159 |
+
"Web scraper for extracting data from websites",
|
| 160 |
+
"Intermediate",
|
| 161 |
+
"Intermediate Features",
|
| 162 |
+
"Moderate",
|
| 163 |
+
"Performance",
|
| 164 |
+
"Code with Explanation"
|
| 165 |
+
],
|
| 166 |
+
[
|
| 167 |
+
"Machine Learning model trainer",
|
| 168 |
+
"Advanced",
|
| 169 |
+
"Advanced Features",
|
| 170 |
+
"Comprehensive",
|
| 171 |
+
"Scalability",
|
| 172 |
+
"Both"
|
| 173 |
+
]
|
| 174 |
+
],
|
| 175 |
+
inputs=[
|
| 176 |
+
program_type,
|
| 177 |
+
difficulty,
|
| 178 |
+
features,
|
| 179 |
+
documentation_level,
|
| 180 |
+
optimization_focus,
|
| 181 |
+
output_format
|
| 182 |
+
],
|
| 183 |
+
outputs=output,
|
| 184 |
+
fn=generate_python_program,
|
| 185 |
+
cache_examples=True
|
| 186 |
+
)
|
| 187 |
+
|
| 188 |
+
# Usage tips
|
| 189 |
+
gr.Markdown("""
|
| 190 |
+
### 💡 Tips for Best Results
|
| 191 |
+
1. **Be Specific** with your program description - instead of "Tool", try "File Organizer".
|
| 192 |
+
2. **Match the Difficulty** to your programming experience.
|
| 193 |
+
3. **Experiment with Features** to customize your program.
|
| 194 |
+
4. **Choose the Right Focus** for optimization based on your needs.
|
| 195 |
+
|
| 196 |
+
### 🎯 Documentation Options
|
| 197 |
+
- **Minimal**: Quick and simple understanding.
|
| 198 |
+
- **Moderate**: Key parts of the code are well-explained.
|
| 199 |
+
- **Comprehensive**: Detailed docstrings and examples included.
|
| 200 |
+
|
| 201 |
+
### 🌟 Remember
|
| 202 |
+
- Test your code after generation.
|
| 203 |
+
- Modify the generated code for better personalization.
|
| 204 |
+
- Use the examples to explore various possibilities.
|
| 205 |
+
""")
|
| 206 |
+
|
| 207 |
+
submit_btn.click(
|
| 208 |
+
fn=generate_python_program,
|
| 209 |
+
inputs=[
|
| 210 |
+
program_type,
|
| 211 |
+
difficulty,
|
| 212 |
+
features,
|
| 213 |
+
documentation_level,
|
| 214 |
+
optimization_focus,
|
| 215 |
+
output_format
|
| 216 |
+
],
|
| 217 |
+
outputs=output
|
| 218 |
+
)
|
| 219 |
+
|
| 220 |
+
return iface
|
| 221 |
+
|
| 222 |
+
if __name__ == "__main__":
|
| 223 |
+
iface = create_interface()
|
| 224 |
+
iface.launch()
|