# HG changeset patch
# User goeckslab
# Date 1658262599 0
# Node ID 2a3152751ca80cb4287f988e44d3a06784035279
planemo upload for repository https://github.com/goeckslab/tools-mti/tree/main/tools/scimap commit b19cb55dfb751cccc857b95a432890299bfeebb5
diff -r 000000000000 -r 2a3152751ca8 main_macros.xml
--- /dev/null Thu Jan 01 00:00:00 1970 +0000
+++ b/main_macros.xml Tue Jul 19 20:29:59 2022 +0000
@@ -0,0 +1,29 @@
+
+ 0.0.1
+ 0
+ 20.01
+
+
+
+ quay.io/goeckslab/scimap:0.17.7
+
+
+
+
+
+
+
+
+
+
+
+
+
+
diff -r 000000000000 -r 2a3152751ca8 mcmicro_to_anndata.py
--- /dev/null Thu Jan 01 00:00:00 1970 +0000
+++ b/mcmicro_to_anndata.py Tue Jul 19 20:29:59 2022 +0000
@@ -0,0 +1,45 @@
+import argparse
+import json
+import warnings
+
+import scimap as sm
+
+
+def main(inputs, outfile):
+ """
+ Parameter
+ ---------
+ inputs : str
+ File path to galaxy tool parameter.
+
+ outfile : str
+ File path to estimator.
+ """
+ warnings.simplefilter('ignore')
+
+ with open(inputs, 'r') as param_handler:
+ params = json.load(param_handler)
+
+ image_path = params['image_path']
+ drop_markers = params['drop_markers']
+ if not drop_markers:
+ drop_markers = None
+ else:
+ drop_markers = [x.strip() for x in drop_markers.split(',')]
+ options = params['options']
+ for k, v in options.items():
+ if v == '':
+ options[k] = None
+
+ adata = sm.pp.mcmicro_to_scimap(image_path, drop_markers=drop_markers, **options)
+
+ adata.write(outfile)
+
+
+if __name__ == '__main__':
+ aparser = argparse.ArgumentParser()
+ aparser.add_argument("-i", "--inputs", dest="inputs", required=True)
+ aparser.add_argument("-e", "--outfile", dest="outfile", required=True)
+ args = aparser.parse_args()
+
+ main(args.inputs, args.outfile)
diff -r 000000000000 -r 2a3152751ca8 mcmicro_to_anndata.xml
--- /dev/null Thu Jan 01 00:00:00 1970 +0000
+++ b/mcmicro_to_anndata.xml Tue Jul 19 20:29:59 2022 +0000
@@ -0,0 +1,61 @@
+
+ to be used in scimap/scanpy
+
+ main_macros.xml
+
+
+
+ echo "@VERSION@"
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
diff -r 000000000000 -r 2a3152751ca8 scimap_phenotyping.py
--- /dev/null Thu Jan 01 00:00:00 1970 +0000
+++ b/scimap_phenotyping.py Tue Jul 19 20:29:59 2022 +0000
@@ -0,0 +1,73 @@
+import argparse
+import warnings
+
+import pandas as pd
+import scimap as sm
+from anndata import read_h5ad
+
+
+def main(
+ adata,
+ output,
+ gating_workflow,
+ gating_workflow_ext,
+ manual_gates=None,
+ manual_gates_ext=None,
+ rescale_plots=False
+):
+ """
+ Parameter
+ ---------
+ adata : str
+ File path to the input AnnData.
+ output : str
+ File path to the output AnnData.
+ gating_workflow : str
+ File path to the gating workflow.
+ gating_workflow_ext : str
+ Datatype for gating workflow, either 'csv' or 'tabular'.
+ manual_gates : str
+ File path to the munual gating.
+ manual_gates_ext : str
+ Datatype for munual gate, either 'csv' or 'tabular'.
+ rescale_plots : boolean
+ Save plots from rescaling.
+ """
+ warnings.simplefilter('ignore')
+
+ adata = read_h5ad(adata)
+ # Rescale data
+ if manual_gates:
+ sep = ',' if manual_gates_ext == 'csv' else '\t'
+ manual_gates = pd.read_csv(manual_gates, sep=sep)
+
+ adata = sm.pp.rescale(adata, gate=manual_gates, save_fig=rescale_plots)
+
+ # Phenotype cells
+ # Load the gating workflow
+ sep = ',' if gating_workflow_ext == 'csv' else '\t'
+ phenotype = pd.read_csv(gating_workflow, sep=sep)
+ adata = sm.tl.phenotype_cells(adata, phenotype=phenotype, label="phenotype")
+
+ # Summary of the phenotyping
+ print(adata.obs['phenotype'].value_counts())
+
+ adata.write(output)
+
+
+if __name__ == '__main__':
+ aparser = argparse.ArgumentParser()
+ aparser.add_argument("-a", "--adata", dest="adata", required=True)
+ aparser.add_argument("-o", "--output", dest="output", required=True)
+ aparser.add_argument("-g", "--gating_workflow", dest="gating_workflow", required=True)
+ aparser.add_argument("-s", "--gating_workflow_ext", dest="gating_workflow_ext", required=True)
+ aparser.add_argument("-m", "--manual_gates", dest="manual_gates", required=False)
+ aparser.add_argument("-S", "--manual_gates_ext", dest="manual_gates_ext", required=False)
+ aparser.add_argument("-p", "--rescale_plots", dest="rescale_plots", action="store_true",
+ default=False, required=False)
+
+ args = aparser.parse_args()
+
+ main(args.adata, args.output, args.gating_workflow,
+ args.gating_workflow_ext, args.manual_gates,
+ args.manual_gates_ext, args.rescale_plots)
diff -r 000000000000 -r 2a3152751ca8 scimap_spatial.py
--- /dev/null Thu Jan 01 00:00:00 1970 +0000
+++ b/scimap_spatial.py Tue Jul 19 20:29:59 2022 +0000
@@ -0,0 +1,59 @@
+import argparse
+import json
+import warnings
+
+import scimap as sm
+from anndata import read_h5ad
+
+
+def main(inputs, anndata, output):
+ """
+ Parameter
+ ---------
+ inputs : str
+ File path to galaxy tool parameter.
+ anndata : str
+ File path to anndata containing phenotyping info.
+ output : str
+ File path to output.
+ """
+ warnings.simplefilter('ignore')
+
+ with open(inputs, 'r') as param_handler:
+ params = json.load(param_handler)
+
+ adata = read_h5ad(anndata)
+
+ tool = params['analyses']['selected_tool']
+ tool_func = getattr(sm.tl, tool)
+
+ options = params['analyses']['options']
+ if tool == 'cluster':
+ options['method'] = params['analyses']['method']
+ subset_genes = options.pop('subset_genes')
+ if subset_genes:
+ options['subset_genes'] = \
+ [x.strip() for x in subset_genes.split(',')]
+ sub_cluster_group = options.pop('sub_cluster_group')
+ if sub_cluster_group:
+ options['sub_cluster_group'] = \
+ [x.strip() for x in sub_cluster_group.split(',')]
+
+ for k, v in options.items():
+ if v == '':
+ options[k] = None
+
+ tool_func(adata, **options)
+
+ adata.write(output)
+
+
+if __name__ == '__main__':
+ aparser = argparse.ArgumentParser()
+ aparser.add_argument("-i", "--inputs", dest="inputs", required=True)
+ aparser.add_argument("-e", "--output", dest="output", required=True)
+ aparser.add_argument("-a", "--anndata", dest="anndata", required=True)
+
+ args = aparser.parse_args()
+
+ main(args.inputs, args.anndata, args.output)
diff -r 000000000000 -r 2a3152751ca8 test-data/imc.h5ad
Binary file test-data/imc.h5ad has changed
diff -r 000000000000 -r 2a3152751ca8 test-data/manual_gates.csv
--- /dev/null Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/manual_gates.csv Tue Jul 19 20:29:59 2022 +0000
@@ -0,0 +1,19 @@
+markers,gate
+ASMA,6.6
+CD163,6.6
+CD206,7.5
+CD68,6.2
+CD20,7.8
+CD21,8
+CD3D,6.5
+CD45,7.3
+CD56,8.7
+CD8A,6.5
+FOXP3,5.2
+CD11B,6.7
+CD11C,6.3
+CD15,7.9
+CD4,7.4
+PD1,7.9
+HLADR,6.7
+CD25,7
\ No newline at end of file
diff -r 000000000000 -r 2a3152751ca8 test-data/mcmicro_output.csv
--- /dev/null Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/mcmicro_output.csv Tue Jul 19 20:29:59 2022 +0000
@@ -0,0 +1,4826 @@
+CellID,DNA1,BG1,BG2,BG3,DNA2,CD25,CD2,CD10,DNA3,CD163,CD3D,CD5,DNA4,CD30,ACTIN,CD45,DNA5,CD206,CD68,PD1,DNA6,KI67,CD11C,CD7,DNA7,CD8A,FOXP3,CD20,DNA8,CD4,HLADR,PSTAT3,DNA9,PS6,PERK,CD21,DNA10,CD43,NOS2,PDL1,DNA11,CD11B,CD57,MHCI,DNA12,CD15,ASMA,CD56,X_centroid,Y_centroid,Area,MajorAxisLength,MinorAxisLength,Eccentricity,Solidity,Extent,Orientation
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\ No newline at end of file
diff -r 000000000000 -r 2a3152751ca8 test-data/phenotype_workflow.csv
--- /dev/null Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/phenotype_workflow.csv Tue Jul 19 20:29:59 2022 +0000
@@ -0,0 +1,23 @@
+,,ASMA,CD163,CD206,CD68,CD20,CD21,CD3D,CD45,CD56,CD8A,FOXP3,CD11B,CD11C,CD15,CD4,PD1,HLADR,CD25
+all,Other Immune cells,,,,,,,,pos,,,,,,,,,,
+all,ASMA+ cells,pos,,,,,,,,,,,,,,,,,
+Other Immune cells,T cells,,,,,,,pos,,,,,,,,,,,
+Other Immune cells,B cells,,,,,pos,,,,,,,,,,,,,
+Other Immune cells,Myeloid Lineage,,anypos,anypos,anypos,,,,,,,,anypos,anypos,,,,,
+Other Immune cells,NK cells,,,,,,,,,pos,,,,,,,,,
+Other Immune cells,Granulocytes,,,,,,,,,,,,,,pos,,,,
+Myeloid Lineage,T cells,,,,,,,pos,,,,,,,,,,,
+Myeloid Lineage,B cells,,,,,pos,,,,,,,,,,,,,
+Myeloid Lineage,NK cells,,,,,,,,,pos,,,,,,,,,
+Myeloid Lineage,Granulocytes,,,,,,,,,,,,,,pos,,,,
+T cells,CD4 T cells,,,,,,,,,,,,,,,pos,,,
+T cells,CD8 T cells,,,,,,,,,,pos,,,,,,,,
+CD4 T cells,Regulatory T cells,,,,,,,,,,,pos,,,,,,,
+CD4 T cells,Follicular Helper T cells,,,,,,,,,,,,,,,,pos,,
+CD8 T cells,PD1+ T cells,,,,,,,,,,,,,,,,pos,,
+Myeloid Lineage,CD68+ Macrophages,,,,pos,,,,,,,,,,,,,,
+Myeloid Lineage,M2 Macrophages,,anypos,anypos,,,,,,,,,,,,,,,
+Myeloid Lineage,Myeloid Dendritic cells,,,,,,,,,,,,,,,,,pos,
+Myeloid Lineage,Follicular Dendritic cells,,,,,,pos,,,,,,,,,,,,
+CD68+ Macrophages,M1 Macrophages,,,,,,,,,,,,,,,,,pos,
+Myeloid Dendritic cells,CD25+ Dendritic cells,,,,,,,,,,,,,,,,,,pos
\ No newline at end of file
diff -r 000000000000 -r 2a3152751ca8 test-data/tutorial_data.h5ad
Binary file test-data/tutorial_data.h5ad has changed
diff -r 000000000000 -r 2a3152751ca8 test-data/tutorial_data_pheno.h5ad
Binary file test-data/tutorial_data_pheno.h5ad has changed