# HG changeset patch
# User ebi-gxa
# Date 1726395214 0
# Node ID 31a8c822882f3116e34d3e2fd63853bf20abe48e
planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/ commit 6f7bc53bd9da7ee2a480b5aa2d1825209738c4c4
diff -r 000000000000 -r 31a8c822882f get_test_data.sh
--- /dev/null Thu Jan 01 00:00:00 1970 +0000
+++ b/get_test_data.sh Sun Sep 15 10:13:34 2024 +0000
@@ -0,0 +1,28 @@
+#!/usr/bin/env bash
+TF_DATA_LINK='https://raw.githubusercontent.com/aertslab/scenic-nf/master/example/allTFs_hg38.txt'
+MOTIF2TF_LINK='https://raw.githubusercontent.com/aertslab/scenic-nf/master/example/motifs.tbl'
+RANKING_LINK='https://zenodo.org/records/13328724/files/genome-ranking_v2.feather'
+LOOM_INPUT_LINK='https://raw.githubusercontent.com/aertslab/scenic-nf/master/example/expr_mat.loom'
+
+REGULONS_LINK='https://zenodo.org/records/13328724/files/regulons.tsv'
+TF2TARGETS_LINK='https://zenodo.org/records/13328724/files/tf2targets.tsv'
+
+function get_data {
+ local link=$1
+ local fname=$2
+
+ if [ ! -f $fname ]; then
+ echo "$fname not available locally, downloading.."
+ wget -O $fname --retry-connrefused --waitretry=1 --read-timeout=20 --timeout=15 -t 3 $link
+ fi
+}
+
+# get matrix data
+mkdir -p test-data
+pushd test-data
+get_data $TF_DATA_LINK "allTFs_hg38.txt"
+get_data $MOTIF2TF_LINK "motifs.tbl"
+get_data $RANKING_LINK "genome-ranking_v2.feather"
+get_data $LOOM_INPUT_LINK "expr_mat.loom"
+get_data $REGULONS_LINK regulons.tsv
+get_data $TF2TARGETS_LINK tf2targets.tsv
\ No newline at end of file
diff -r 000000000000 -r 31a8c822882f macros.xml
--- /dev/null Thu Jan 01 00:00:00 1970 +0000
+++ b/macros.xml Sun Sep 15 10:13:34 2024 +0000
@@ -0,0 +1,15 @@
+
+ 0.12.1
+
+
+
+ aertslab/pyscenic:@TOOL_VERSION@
+
+
+
+
+
+ 10.1038/nmeth.4463
+
+
+
diff -r 000000000000 -r 31a8c822882f pyscenic_binarize_aucell.py
--- /dev/null Thu Jan 01 00:00:00 1970 +0000
+++ b/pyscenic_binarize_aucell.py Sun Sep 15 10:13:34 2024 +0000
@@ -0,0 +1,50 @@
+import argparse
+
+import pandas as pd
+from pyscenic.binarization import binarize
+
+if __name__ == "__main__":
+ parser = argparse.ArgumentParser(description="Binarize AUC matrix")
+ parser.add_argument("input_file", help="Input TSV or CSV file")
+ parser.add_argument(
+ "--threshold-overrides",
+ type=str,
+ help="Threshold overrides in JSON format",
+ )
+ parser.add_argument("--seed", type=int, default=None, help="Random seed")
+ parser.add_argument(
+ "--num-workers", type=int, default=1, help="Number of workers"
+ )
+ parser.add_argument(
+ "--output-prefix", type=str, default="output", help="Output prefix"
+ )
+
+ args = parser.parse_args()
+
+ # Read input file
+ if args.input_file.endswith(".tsv"):
+ auc_mtx = pd.read_csv(args.input_file, sep="\t", index_col=0)
+ elif args.input_file.endswith(".csv"):
+ auc_mtx = pd.read_csv(args.input_file, index_col=0)
+ else:
+ raise ValueError("Input file must be a TSV or CSV file")
+
+ auc_mtx.apply(pd.to_numeric)
+ # Parse threshold overrides
+ threshold_overrides = None
+ if args.threshold_overrides:
+ import json
+
+ threshold_overrides = json.loads(args.threshold_overrides)
+
+ # Call binarize function
+ binarized_mtx, thresholds = binarize(
+ auc_mtx, threshold_overrides, args.seed, args.num_workers
+ )
+
+ # set column name for thresholds
+ thresholds.rename("threshold", inplace=True)
+
+ # Save output files
+ binarized_mtx.to_csv(f"{args.output_prefix}/binarized_mtx.tsv", sep="\t")
+ thresholds.to_csv(f"{args.output_prefix}/thresholds.tsv", sep="\t")
diff -r 000000000000 -r 31a8c822882f pyscenic_binarize_aucell.xml
--- /dev/null Thu Jan 01 00:00:00 1970 +0000
+++ b/pyscenic_binarize_aucell.xml Sun Sep 15 10:13:34 2024 +0000
@@ -0,0 +1,81 @@
+
+ defines AUCell thresholds and tags cells as passing it or not
+
+ macros.xml
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
diff -r 000000000000 -r 31a8c822882f test-data/aucell_test_smaller.tsv
--- /dev/null Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/aucell_test_smaller.tsv Sun Sep 15 10:13:34 2024 +0000
@@ -0,0 +1,5001 @@
+cell AUCell_1 AUCell_2
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