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Create tools_excel.py
Browse files- tools_excel.py +18 -0
tools_excel.py
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import pandas as pd
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import re
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def excel_answer(file_path, question):
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df = pd.read_excel(file_path)
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# Example: sum for food sales, or other logic based on question
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if 'food' in question.lower():
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# Try to find a column with 'food' or a category column
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if 'Category' in df.columns and 'Sales' in df.columns:
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total = df[df['Category'].str.lower() == 'food']['Sales'].sum()
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return f"{total:.2f}"
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# Fallback: sum last column
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total = df.iloc[:, -1].sum()
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return f"{total:.2f}"
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# Add more logic for average, etc., if needed
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# Fallback: sum last column
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total = df.iloc[:, -1].sum()
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return f"{total:.2f}"
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