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Copy path302_add_defense_start_end_column.py
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302_add_defense_start_end_column.py
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import pandas as pd
import argparse
def merge_files(expanded_file, padloc_file, output_file):
# Read files
expanded_df = pd.read_csv(expanded_file, sep='\t')
padloc_df = pd.read_csv(padloc_file, sep='\t')[['seqid', 'system', 'start', 'end']]
# Merge files
merged_df = pd.merge(expanded_df, padloc_df,
left_on=['Contig_ID', 'Defense_Subtype'],
right_on=['seqid', 'system'],
how='left')
# Process merged dataframe
merged_df.rename(columns={'start': 'Start', 'end': 'End'}, inplace=True)
merged_df.drop(columns=['seqid', 'system'], inplace=True)
merged_df[['Start', 'End']] = merged_df[['Start', 'End']].fillna('.')
# Save to new file
merged_df.to_csv(output_file, sep='\t', index=False)
def main():
parser = argparse.ArgumentParser(description="Merge defense info with PADLOC data")
parser.add_argument('-e', '--expanded', help="Expanded_defense_info.txt file")
parser.add_argument('-p', '--padloc', help="PADLOC.txt file")
parser.add_argument('-o', '--output', help="Output file")
args = parser.parse_args()
merge_files(args.expanded, args.padloc, args.output)
if __name__ == "__main__":
main()