From 65770098da493bf08dd131cb8336612c46a0d6fc Mon Sep 17 00:00:00 2001 From: Joshua Orvis Date: Tue, 14 Nov 2023 22:40:11 -0600 Subject: [PATCH] First version of h5ad_add_metadata_columns.py, tested --- bin/h5ad_add_metadata_columns.py | 48 ++++++++++++++++++++++++++++++++ 1 file changed, 48 insertions(+) create mode 100755 bin/h5ad_add_metadata_columns.py diff --git a/bin/h5ad_add_metadata_columns.py b/bin/h5ad_add_metadata_columns.py new file mode 100755 index 00000000..e7285b4c --- /dev/null +++ b/bin/h5ad_add_metadata_columns.py @@ -0,0 +1,48 @@ +#!/usr/bin/env python3 + +""" + +""" + +import argparse +import os +import pandas as pd +import scanpy as sc + +def main(): + parser = argparse.ArgumentParser( description='Rename a colum in an H5AD file') + parser.add_argument('-im', '--input_matrix', type=str, required=True, help='Path to an input h5ad file to be read' ) + parser.add_argument('-mf', '--metadata_file', type=str, required=True, help='Path to input file of new metadata columns to be added. Index should correspond to adata.obs.index') + parser.add_argument('-o', '--output_file', type=str, required=True, help='Path to an output file to be created' ) + args = parser.parse_args() + + adata = sc.read_h5ad(args.input_matrix) + + # read a tab-delimited input file, set index to first column + metadata = pd.read_csv(args.metadata_file, sep='\t') + metadata = metadata.set_index(metadata.columns[0]) + + # make sure indexes match. If they don't, show where they disagree + assert (adata.obs.index == metadata.index).all() + + # See where the indexes disagree + #print(adata.obs.index.difference(metadata.index)) + + # add metadata columns to adata + adata.obs = adata.obs.join(metadata) + + # remove column of a certain name + adata.obs.drop('Unnamed..0', axis=1, inplace=True) + + adata.write(args.output_file) + + +if __name__ == '__main__': + main() + + + + + + +