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Update app.py
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app.py
CHANGED
@@ -22,23 +22,31 @@ expected_features = xgb_clf.get_booster().feature_names
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# Set matplotlib style for dark theme compatibility
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plt.style.use('dark_background')
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def
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"""Process uploaded
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if file is None:
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return None
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try:
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-
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return df
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except Exception as e:
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gr.Warning(f"Error reading
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return None
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def run_all_models(file):
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"""Run all three models on the uploaded CSV file"""
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if file is None:
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return "Please upload a CSV file", None, None, None, None, None
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df =
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if df is None:
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return "Error processing file", None, None, None, None, None
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# Set matplotlib style for dark theme compatibility
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plt.style.use('dark_background')
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def process_file(file):
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"""Process uploaded file (.csv, .xlsx, .xls) and return DataFrame"""
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if file is None:
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return None
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try:
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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(('.xls', '.xlsx')):
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df = pd.read_excel(file.name, engine='openpyxl') # you can also try 'xlrd' for .xls
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else:
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gr.Warning("Unsupported file format. Please upload a .csv, .xls, or .xlsx file.")
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return None
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return df
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except Exception as e:
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gr.Warning(f"Error reading file: {str(e)}")
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return None
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def run_all_models(file):
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"""Run all three models on the uploaded CSV file"""
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if file is None:
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return "Please upload a CSV file", None, None, None, None, None
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df = process_file(file)
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if df is None:
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return "Error processing file", None, None, None, None, None
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