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import gradio as gr
from scripts.github_analyzer import GitHubAnalyzer
from scripts.topic_list import TOPIC_LIST
from scripts.error_handler import ErrorHandler
analyzer = GitHubAnalyzer()
error_handler = ErrorHandler()
async def process_url(
url: str,
main_cat: str,
sub_cat: str,
use_gpu: bool
) -> tuple[str, str, str]:
try:
if not all([url, main_cat, sub_cat]):
response = error_handler.handle_github_url_error(
url,
"Please select all categories"
)
return response.errors[0].message, "", ""
analyzer.set_device("cuda" if use_gpu else "cpu")
response = await analyzer.analyze_repository(url, main_cat, sub_cat)
if not response.success:
return response.errors[0].message, "", ""
readme_topics = " ".join([
f"#{topic['topic'].lower()} ({topic['score']:.2f})"
for topic in response.data["readme_topics"]
])
code_topics = " ".join([
f"#{topic['topic'].lower()} ({topic['score']:.2f})"
for topic in response.data["code_topics"]
])
dependencies = " ".join([
f"#{dep.lower()}"
for dep in response.data["dependencies"]
])
return readme_topics, code_topics, dependencies
except Exception as e:
response = error_handler.handle_topic_analysis_error(str(e))
return response.errors[0].message, "", ""
def create_interface():
with gr.Blocks() as demo:
gr.Markdown("# Enhanced GitHub Topic Generator")
with gr.Row():
url_input = gr.Textbox(
label="GitHub URL",
placeholder="Enter GitHub repository URL"
)
with gr.Row():
main_category = gr.Dropdown(
choices=[None] + list(TOPIC_LIST.keys()),
label="Main Category",
value=None
)
sub_category = gr.Dropdown(
choices=[],
label="Sub Category"
)
with gr.Row():
use_gpu = gr.Checkbox(
label="Use GPU (Check if you have CUDA-capable GPU)",
value=False
)
with gr.Row():
generate_btn = gr.Button("Generate Topics")
with gr.Row():
readme_topics = gr.Textbox(label="README Topics")
code_topics = gr.Textbox(label="Code Analysis Topics")
dependencies = gr.Textbox(label="Dependencies")
def update_sub_category(main_cat):
return gr.Dropdown(
choices=list(TOPIC_LIST[main_cat].keys()) if main_cat else []
)
main_category.change(
update_sub_category,
inputs=main_category,
outputs=sub_category
)
generate_btn.click(
process_url,
inputs=[url_input, main_category, sub_category, use_gpu],
outputs=[readme_topics, code_topics, dependencies]
)
return demo
if __name__ == "__main__":
demo = create_interface()
demo.launch(share=True) |