Update app.py
Browse files
app.py
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| 1 |
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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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# 第一個檢查
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def check_spacing_around_dollar(df):
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errors = []
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for i, row in df.iterrows():
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for col in df.columns:
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text = str(row[col])
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for match in re.finditer(r'\$\S+|\S+\$', text):
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if text[match.start() - 1] != ' ' or text[match.end()] != ' ':
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errors.append(f"行 {i+1} 列 '{col}': '{text}'")
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return errors
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# 第二個檢查
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def check_spacing_between_dollars(df):
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errors = []
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for i, row in df.iterrows():
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for col in df.columns:
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text = str(row[col])
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for match in re.finditer(r'\$\S+', text):
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if text[match.end()] != ' ' and text[match.start() - 1] != ' ':
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errors.append(f"行 {i+1} 列 '{col}': '{text}'")
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return errors
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# 第三個檢查
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def check_numbers_surrounded_by_dollar(df):
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errors = []
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for i, row in df.iterrows():
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for col in df.columns:
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text = str(row[col])
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for match in re.finditer(r'\b\d+\b', text):
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if not (text[match.start() - 1] == '$' and text[match.end()] == '$'):
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errors.append(f"行 {i+1} 列 '{col}': '{text}'")
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return errors
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def process_file(file):
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if file.name.endswith('.csv'):
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df = pd.read_csv(file.name)
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elif file.name.endswith('.xlsx'):
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df = pd.read_excel(file.name)
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else:
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return "只支持 CSV 和 XLSX 檔案"
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# 執行檢查
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errors1 = check_spacing_around_dollar(df)
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errors2 = check_spacing_between_dollars(df)
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errors3 = check_numbers_surrounded_by_dollar(df)
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return {
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"第一個檢查": errors1,
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"第二個檢查": errors2,
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"第三個檢查": errors3
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}
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# Gradio 介面
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iface = gr.Interface(
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fn=process_file,
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inputs=gr.File(label="上傳 CSV 或 XLSX 檔案"),
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outputs=gr.JSON(label="檢查結果"),
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title="校對系統",
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description="這個系統會檢查 CSV 或 XLSX 檔案中的格式錯誤,包括 $ 符號和數字的空格錯誤。"
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)
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if __name__ == "__main__":
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iface.launch()
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