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Add connector.autoload for automatic data loading #802

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Add connector.autoload for automatic data loading #802

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13 changes: 13 additions & 0 deletions connector/autoload.py
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Original file line number Diff line number Diff line change
@@ -0,0 +1,13 @@
import pandas as pd
import os

def load_data(path, **kwargs):
ext = os.path.splitext(path)[1].lower()
if ext in ['.csv', '.tsv']:
return pd.read_csv(path, **kwargs)
elif ext in ['.xls', '.xlsx', '.ods']:
return pd.read_excel(path, **kwargs)
elif ext == '.json':
return pd.read_json(path, **kwargs)
else:
raise ValueError(f"Unsupported file type: {ext}")