Update app.py
Browse files
app.py
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import gradio as gr
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import pandas as pd
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import re
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from collections import Counter
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from openpyxl import Workbook
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def process_excel(file):
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# ์์
ํ์ผ ์ฝ๊ธฐ
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df = pd.read_excel(file, sheet_name=0)
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# D4๋ถํฐ D์ด์ ๋ฐ์ดํฐ ๊ฐ์ ธ์ค๊ธฐ
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product_names = df.iloc[3:, 3].dropna() # D4๋ถํฐ ๋ฐ์ดํฐ ์ถ์ถ
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# ํค์๋ ์ถ์ถ ๋ฐ ์ ์
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all_keywords = []
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for name in product_names:
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# ํน์ ๋ฌธ์ ์ ๊ฑฐ ๋ฐ ํค์๋ ์ถ์ถ
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keywords = re.findall(r'\b\w+\b', name)
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# ์ค๋ณต ์ ๊ฑฐ
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unique_keywords = set(keywords)
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all_keywords.extend(unique_keywords)
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# ๋น๋ ๊ณ์ฐ
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keyword_counts = Counter(all_keywords)
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sorted_keywords = keyword_counts.most_common()
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# ๊ฒฐ๊ณผ๋ฅผ ์์
๋ก ์ ์ฅ
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wb = Workbook()
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ws = wb.active
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ws.title = "Keywords"
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ws['A4'] = "ํค์๋"
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ws['B4'] = "๋น๋"
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for idx, (keyword, count) in enumerate(sorted_keywords, start=5):
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ws[f'A{idx}'] = keyword
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ws[f'B{idx}'] = count
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result_file = "keyword_counts.xlsx"
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wb.save(result_file)
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return result_file
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# Gradio ์ธํฐํ์ด์ค ์ค์
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iface = gr.Interface(
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fn=process_excel,
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inputs=gr.File(label="์์
ํ์ผ์ ์
๋ก๋ํ์ธ์"),
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outputs=gr.File(label="๊ฒฐ๊ณผ ์์
ํ์ผ"),
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title="์์
ํค์๋ ๋ถ์๊ธฐ"
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)
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if __name__ == "__main__":
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iface.launch()
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