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feat: remove duplicates #38

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Merged
Dheerajyadav1 merged 1 commit into from
Nov 6, 2025
Merged

feat: remove duplicates #38

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9 changes: 6 additions & 3 deletions app/etl/transform.py
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Original file line number Diff line number Diff line change
Expand Up @@ -22,11 +22,14 @@ def transform(df: pd.DataFrame) -> pd.DataFrame:

# Handle duplicates
initial_rows = len(df_transformed)
# TODO (Find & Fix): Duplicates are not removed
# Removing duplicates
df_transformed=df_transformed.drop_duplicates()

duplicates_removed = initial_rows - len(df_transformed)
if duplicates_removed > 0:
# TODO (Find & Fix): Should log how many duplicates were removed
pass
# Number of duplicates removed
print(f"✅ Removed {duplicates_removed} duplicate rows.")


# Handle null values in numeric columns
numeric_columns = df_transformed.select_dtypes(include=['number']).columns
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