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Update app.py
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app.py
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# app.py
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import gradio as gr
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from backend import fetch_video_metadata, fetch_transcript, split_long_sentences, match_keywords_in_sentences, read_keywords
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import pandas as pd
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# Gradio interface function to call the backend functions
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def analyze_sentiment(video_url, excel_file_path):
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# Fetch video metadata
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metadata, metadata_error = fetch_video_metadata(video_url)
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if metadata_error:
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return f"Error: {metadata_error}"
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# Fetch transcript
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transcript, transcript_error = fetch_transcript(video_url)
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if transcript_error:
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return f"Error: {transcript_error}"
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# Process sentences from transcript
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sentences = split_long_sentences(transcript)
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# Read keywords from uploaded Excel file
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keywords, attributes = read_keywords(excel_file_path)
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# Match keywords in sentences
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matched_keywords = match_keywords_in_sentences(sentences, keywords)
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# Prepare the report for Gradio display
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report = {
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"Metadata": metadata,
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"Matched Keywords": matched_keywords,
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"Sentences": sentences
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}
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return report
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# Gradio interface setup
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interface = gr.Interface(
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fn=analyze_sentiment,
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inputs=[
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gr.inputs.Textbox(label="YouTube Video URL"),
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gr.inputs.File(label="Upload Keywords Excel File") # User uploads keywords file
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],
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outputs=[
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gr.outputs.JSON(label="Metadata and Sentiment Analysis Results"),
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gr.outputs.Textbox(label="Sentences from Transcript") # Display sentences detected in transcript
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]
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)
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# Launch Gradio interface
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interface.launch()
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