annotate scanpy-integrate-harmony.xml @ 14:c354af93f567 draft default tip

planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/tree/develop/tools/tertiary-analysis/scanpy commit ee197a80b2d591c393e1662854bc119b2ecab11e-dirty
author ebi-gxa
date Tue, 27 Feb 2024 16:43:15 +0000
parents 18e01a7c55c6
children
Ignore whitespace changes - Everywhere: Within whitespace: At end of lines:
rev   line source
0
8b3a52fbb482 "planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/tree/develop/tools/tertiary-analysis/scanpy commit 62f47287c7e8449c59a1f1f454852ddc669b1b1e-dirty"
ebi-gxa
parents:
diff changeset
1 <?xml version="1.0" encoding="utf-8"?>
14
c354af93f567 planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/tree/develop/tools/tertiary-analysis/scanpy commit ee197a80b2d591c393e1662854bc119b2ecab11e-dirty
ebi-gxa
parents: 13
diff changeset
2 <tool id="scanpy_integrate_harmony" name="Scanpy Harmony" version="@TOOL_VERSION@+galaxy0" profile="@PROFILE@">
0
8b3a52fbb482 "planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/tree/develop/tools/tertiary-analysis/scanpy commit 62f47287c7e8449c59a1f1f454852ddc669b1b1e-dirty"
ebi-gxa
parents:
diff changeset
3 <description>adjust principal components for variables that might introduce batch effect</description>
8b3a52fbb482 "planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/tree/develop/tools/tertiary-analysis/scanpy commit 62f47287c7e8449c59a1f1f454852ddc669b1b1e-dirty"
ebi-gxa
parents:
diff changeset
4 <macros>
8b3a52fbb482 "planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/tree/develop/tools/tertiary-analysis/scanpy commit 62f47287c7e8449c59a1f1f454852ddc669b1b1e-dirty"
ebi-gxa
parents:
diff changeset
5 <import>scanpy_macros2.xml</import>
8b3a52fbb482 "planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/tree/develop/tools/tertiary-analysis/scanpy commit 62f47287c7e8449c59a1f1f454852ddc669b1b1e-dirty"
ebi-gxa
parents:
diff changeset
6 </macros>
8b3a52fbb482 "planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/tree/develop/tools/tertiary-analysis/scanpy commit 62f47287c7e8449c59a1f1f454852ddc669b1b1e-dirty"
ebi-gxa
parents:
diff changeset
7 <expand macro="requirements"/>
8b3a52fbb482 "planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/tree/develop/tools/tertiary-analysis/scanpy commit 62f47287c7e8449c59a1f1f454852ddc669b1b1e-dirty"
ebi-gxa
parents:
diff changeset
8 <command detect_errors="exit_code"><![CDATA[
8b3a52fbb482 "planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/tree/develop/tools/tertiary-analysis/scanpy commit 62f47287c7e8449c59a1f1f454852ddc669b1b1e-dirty"
ebi-gxa
parents:
diff changeset
9 #if $batch_key
8b3a52fbb482 "planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/tree/develop/tools/tertiary-analysis/scanpy commit 62f47287c7e8449c59a1f1f454852ddc669b1b1e-dirty"
ebi-gxa
parents:
diff changeset
10 ln -s '${input_obj_file}' input.h5 &&
14
c354af93f567 planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/tree/develop/tools/tertiary-analysis/scanpy commit ee197a80b2d591c393e1662854bc119b2ecab11e-dirty
ebi-gxa
parents: 13
diff changeset
11 PYTHONIOENCODING=utf-8 scanpy-cli integrate harmony
0
8b3a52fbb482 "planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/tree/develop/tools/tertiary-analysis/scanpy commit 62f47287c7e8449c59a1f1f454852ddc669b1b1e-dirty"
ebi-gxa
parents:
diff changeset
12 --batch-key '${batch_key}'
8b3a52fbb482 "planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/tree/develop/tools/tertiary-analysis/scanpy commit 62f47287c7e8449c59a1f1f454852ddc669b1b1e-dirty"
ebi-gxa
parents:
diff changeset
13 #if $basis
8b3a52fbb482 "planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/tree/develop/tools/tertiary-analysis/scanpy commit 62f47287c7e8449c59a1f1f454852ddc669b1b1e-dirty"
ebi-gxa
parents:
diff changeset
14 --basis '${basis}'
8b3a52fbb482 "planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/tree/develop/tools/tertiary-analysis/scanpy commit 62f47287c7e8449c59a1f1f454852ddc669b1b1e-dirty"
ebi-gxa
parents:
diff changeset
15 #end if
8b3a52fbb482 "planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/tree/develop/tools/tertiary-analysis/scanpy commit 62f47287c7e8449c59a1f1f454852ddc669b1b1e-dirty"
ebi-gxa
parents:
diff changeset
16 --adjusted-basis '${adjusted_basis}'
8b3a52fbb482 "planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/tree/develop/tools/tertiary-analysis/scanpy commit 62f47287c7e8449c59a1f1f454852ddc669b1b1e-dirty"
ebi-gxa
parents:
diff changeset
17 #if not $settings.default
8b3a52fbb482 "planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/tree/develop/tools/tertiary-analysis/scanpy commit 62f47287c7e8449c59a1f1f454852ddc669b1b1e-dirty"
ebi-gxa
parents:
diff changeset
18 #if $settings.theta
8b3a52fbb482 "planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/tree/develop/tools/tertiary-analysis/scanpy commit 62f47287c7e8449c59a1f1f454852ddc669b1b1e-dirty"
ebi-gxa
parents:
diff changeset
19 --theta '${settings.theta}'
8b3a52fbb482 "planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/tree/develop/tools/tertiary-analysis/scanpy commit 62f47287c7e8449c59a1f1f454852ddc669b1b1e-dirty"
ebi-gxa
parents:
diff changeset
20 #end if
8b3a52fbb482 "planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/tree/develop/tools/tertiary-analysis/scanpy commit 62f47287c7e8449c59a1f1f454852ddc669b1b1e-dirty"
ebi-gxa
parents:
diff changeset
21 #if $settings.lambda
8b3a52fbb482 "planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/tree/develop/tools/tertiary-analysis/scanpy commit 62f47287c7e8449c59a1f1f454852ddc669b1b1e-dirty"
ebi-gxa
parents:
diff changeset
22 --lambda '${settings.lambda}'
8b3a52fbb482 "planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/tree/develop/tools/tertiary-analysis/scanpy commit 62f47287c7e8449c59a1f1f454852ddc669b1b1e-dirty"
ebi-gxa
parents:
diff changeset
23 #end if
8b3a52fbb482 "planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/tree/develop/tools/tertiary-analysis/scanpy commit 62f47287c7e8449c59a1f1f454852ddc669b1b1e-dirty"
ebi-gxa
parents:
diff changeset
24 #if $settings.sigma
8b3a52fbb482 "planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/tree/develop/tools/tertiary-analysis/scanpy commit 62f47287c7e8449c59a1f1f454852ddc669b1b1e-dirty"
ebi-gxa
parents:
diff changeset
25 --sigma '${settings.sigma}'
8b3a52fbb482 "planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/tree/develop/tools/tertiary-analysis/scanpy commit 62f47287c7e8449c59a1f1f454852ddc669b1b1e-dirty"
ebi-gxa
parents:
diff changeset
26 #end if
8b3a52fbb482 "planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/tree/develop/tools/tertiary-analysis/scanpy commit 62f47287c7e8449c59a1f1f454852ddc669b1b1e-dirty"
ebi-gxa
parents:
diff changeset
27 #if $settings.nclust
8b3a52fbb482 "planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/tree/develop/tools/tertiary-analysis/scanpy commit 62f47287c7e8449c59a1f1f454852ddc669b1b1e-dirty"
ebi-gxa
parents:
diff changeset
28 --nclust '${settings.nclust}'
8b3a52fbb482 "planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/tree/develop/tools/tertiary-analysis/scanpy commit 62f47287c7e8449c59a1f1f454852ddc669b1b1e-dirty"
ebi-gxa
parents:
diff changeset
29 #end if
8b3a52fbb482 "planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/tree/develop/tools/tertiary-analysis/scanpy commit 62f47287c7e8449c59a1f1f454852ddc669b1b1e-dirty"
ebi-gxa
parents:
diff changeset
30 #if $settings.tau
8b3a52fbb482 "planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/tree/develop/tools/tertiary-analysis/scanpy commit 62f47287c7e8449c59a1f1f454852ddc669b1b1e-dirty"
ebi-gxa
parents:
diff changeset
31 --tau '${settings.tau}'
8b3a52fbb482 "planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/tree/develop/tools/tertiary-analysis/scanpy commit 62f47287c7e8449c59a1f1f454852ddc669b1b1e-dirty"
ebi-gxa
parents:
diff changeset
32 #end if
8b3a52fbb482 "planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/tree/develop/tools/tertiary-analysis/scanpy commit 62f47287c7e8449c59a1f1f454852ddc669b1b1e-dirty"
ebi-gxa
parents:
diff changeset
33 #if $settings.block_size
8b3a52fbb482 "planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/tree/develop/tools/tertiary-analysis/scanpy commit 62f47287c7e8449c59a1f1f454852ddc669b1b1e-dirty"
ebi-gxa
parents:
diff changeset
34 --block-size '${settings.block_size}'
8b3a52fbb482 "planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/tree/develop/tools/tertiary-analysis/scanpy commit 62f47287c7e8449c59a1f1f454852ddc669b1b1e-dirty"
ebi-gxa
parents:
diff changeset
35 #end if
8b3a52fbb482 "planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/tree/develop/tools/tertiary-analysis/scanpy commit 62f47287c7e8449c59a1f1f454852ddc669b1b1e-dirty"
ebi-gxa
parents:
diff changeset
36 #if $settings.max_iter_cluster
8b3a52fbb482 "planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/tree/develop/tools/tertiary-analysis/scanpy commit 62f47287c7e8449c59a1f1f454852ddc669b1b1e-dirty"
ebi-gxa
parents:
diff changeset
37 --max-iter-cluster '${settings.max_iter_cluster}'
8b3a52fbb482 "planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/tree/develop/tools/tertiary-analysis/scanpy commit 62f47287c7e8449c59a1f1f454852ddc669b1b1e-dirty"
ebi-gxa
parents:
diff changeset
38 #end if
8b3a52fbb482 "planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/tree/develop/tools/tertiary-analysis/scanpy commit 62f47287c7e8449c59a1f1f454852ddc669b1b1e-dirty"
ebi-gxa
parents:
diff changeset
39 #if $settings.max_iter_harmony
8b3a52fbb482 "planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/tree/develop/tools/tertiary-analysis/scanpy commit 62f47287c7e8449c59a1f1f454852ddc669b1b1e-dirty"
ebi-gxa
parents:
diff changeset
40 --max-iter-harmony '${settings.max_iter_harmony}'
8b3a52fbb482 "planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/tree/develop/tools/tertiary-analysis/scanpy commit 62f47287c7e8449c59a1f1f454852ddc669b1b1e-dirty"
ebi-gxa
parents:
diff changeset
41 #end if
8b3a52fbb482 "planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/tree/develop/tools/tertiary-analysis/scanpy commit 62f47287c7e8449c59a1f1f454852ddc669b1b1e-dirty"
ebi-gxa
parents:
diff changeset
42 #if $settings.epsilon_cluster
8b3a52fbb482 "planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/tree/develop/tools/tertiary-analysis/scanpy commit 62f47287c7e8449c59a1f1f454852ddc669b1b1e-dirty"
ebi-gxa
parents:
diff changeset
43 --epsilon-cluster '${settings.epsilon_cluster}'
8b3a52fbb482 "planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/tree/develop/tools/tertiary-analysis/scanpy commit 62f47287c7e8449c59a1f1f454852ddc669b1b1e-dirty"
ebi-gxa
parents:
diff changeset
44 #end if
8b3a52fbb482 "planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/tree/develop/tools/tertiary-analysis/scanpy commit 62f47287c7e8449c59a1f1f454852ddc669b1b1e-dirty"
ebi-gxa
parents:
diff changeset
45 #if $settings.epsilon_harmony
8b3a52fbb482 "planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/tree/develop/tools/tertiary-analysis/scanpy commit 62f47287c7e8449c59a1f1f454852ddc669b1b1e-dirty"
ebi-gxa
parents:
diff changeset
46 --epsilon-harmony '${settings.epsilon_harmony}'
8b3a52fbb482 "planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/tree/develop/tools/tertiary-analysis/scanpy commit 62f47287c7e8449c59a1f1f454852ddc669b1b1e-dirty"
ebi-gxa
parents:
diff changeset
47 #end if
8b3a52fbb482 "planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/tree/develop/tools/tertiary-analysis/scanpy commit 62f47287c7e8449c59a1f1f454852ddc669b1b1e-dirty"
ebi-gxa
parents:
diff changeset
48 #if $settings.random_state
8b3a52fbb482 "planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/tree/develop/tools/tertiary-analysis/scanpy commit 62f47287c7e8449c59a1f1f454852ddc669b1b1e-dirty"
ebi-gxa
parents:
diff changeset
49 --random-state '${settings.random_state}'
8b3a52fbb482 "planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/tree/develop/tools/tertiary-analysis/scanpy commit 62f47287c7e8449c59a1f1f454852ddc669b1b1e-dirty"
ebi-gxa
parents:
diff changeset
50 #end if
8b3a52fbb482 "planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/tree/develop/tools/tertiary-analysis/scanpy commit 62f47287c7e8449c59a1f1f454852ddc669b1b1e-dirty"
ebi-gxa
parents:
diff changeset
51 #end if
8b3a52fbb482 "planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/tree/develop/tools/tertiary-analysis/scanpy commit 62f47287c7e8449c59a1f1f454852ddc669b1b1e-dirty"
ebi-gxa
parents:
diff changeset
52 @INPUT_OPTS@
8b3a52fbb482 "planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/tree/develop/tools/tertiary-analysis/scanpy commit 62f47287c7e8449c59a1f1f454852ddc669b1b1e-dirty"
ebi-gxa
parents:
diff changeset
53 @OUTPUT_OPTS@
8b3a52fbb482 "planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/tree/develop/tools/tertiary-analysis/scanpy commit 62f47287c7e8449c59a1f1f454852ddc669b1b1e-dirty"
ebi-gxa
parents:
diff changeset
54 #else
1
f1298838e93b "planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/tree/develop/tools/tertiary-analysis/scanpy commit 9028e8fa3761fd640dcace5d36bf9b7d558319f7-dirty"
ebi-gxa
parents: 0
diff changeset
55 echo "No batch variables passed, simply passing original input as output unchanged." && cp '${input_obj_file}' output.h5
0
8b3a52fbb482 "planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/tree/develop/tools/tertiary-analysis/scanpy commit 62f47287c7e8449c59a1f1f454852ddc669b1b1e-dirty"
ebi-gxa
parents:
diff changeset
56 #end if
8b3a52fbb482 "planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/tree/develop/tools/tertiary-analysis/scanpy commit 62f47287c7e8449c59a1f1f454852ddc669b1b1e-dirty"
ebi-gxa
parents:
diff changeset
57 ]]></command>
8b3a52fbb482 "planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/tree/develop/tools/tertiary-analysis/scanpy commit 62f47287c7e8449c59a1f1f454852ddc669b1b1e-dirty"
ebi-gxa
parents:
diff changeset
58
8b3a52fbb482 "planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/tree/develop/tools/tertiary-analysis/scanpy commit 62f47287c7e8449c59a1f1f454852ddc669b1b1e-dirty"
ebi-gxa
parents:
diff changeset
59 <inputs>
8b3a52fbb482 "planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/tree/develop/tools/tertiary-analysis/scanpy commit 62f47287c7e8449c59a1f1f454852ddc669b1b1e-dirty"
ebi-gxa
parents:
diff changeset
60 <expand macro="input_object_params"/>
8b3a52fbb482 "planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/tree/develop/tools/tertiary-analysis/scanpy commit 62f47287c7e8449c59a1f1f454852ddc669b1b1e-dirty"
ebi-gxa
parents:
diff changeset
61 <expand macro="output_object_params"/>
8b3a52fbb482 "planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/tree/develop/tools/tertiary-analysis/scanpy commit 62f47287c7e8449c59a1f1f454852ddc669b1b1e-dirty"
ebi-gxa
parents:
diff changeset
62 <param name="batch_key" type="text" argument="--batch-key" label="The name of the column in adata.obs that differentiates among experiments/batches.">
8b3a52fbb482 "planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/tree/develop/tools/tertiary-analysis/scanpy commit 62f47287c7e8449c59a1f1f454852ddc669b1b1e-dirty"
ebi-gxa
parents:
diff changeset
63 <sanitizer>
8b3a52fbb482 "planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/tree/develop/tools/tertiary-analysis/scanpy commit 62f47287c7e8449c59a1f1f454852ddc669b1b1e-dirty"
ebi-gxa
parents:
diff changeset
64 <valid initial="string.printable"/>
8b3a52fbb482 "planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/tree/develop/tools/tertiary-analysis/scanpy commit 62f47287c7e8449c59a1f1f454852ddc669b1b1e-dirty"
ebi-gxa
parents:
diff changeset
65 </sanitizer>
8b3a52fbb482 "planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/tree/develop/tools/tertiary-analysis/scanpy commit 62f47287c7e8449c59a1f1f454852ddc669b1b1e-dirty"
ebi-gxa
parents:
diff changeset
66 </param>
8b3a52fbb482 "planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/tree/develop/tools/tertiary-analysis/scanpy commit 62f47287c7e8449c59a1f1f454852ddc669b1b1e-dirty"
ebi-gxa
parents:
diff changeset
67 <param name="basis" argument="--basis" type="text" value='X_pca' label="The name of the field in adata.obsm where the PCA table is stored. Defaults to 'X_pca', which is the default for sc.tl.pca().">
8b3a52fbb482 "planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/tree/develop/tools/tertiary-analysis/scanpy commit 62f47287c7e8449c59a1f1f454852ddc669b1b1e-dirty"
ebi-gxa
parents:
diff changeset
68 <sanitizer>
8b3a52fbb482 "planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/tree/develop/tools/tertiary-analysis/scanpy commit 62f47287c7e8449c59a1f1f454852ddc669b1b1e-dirty"
ebi-gxa
parents:
diff changeset
69 <valid initial="string.printable"/>
8b3a52fbb482 "planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/tree/develop/tools/tertiary-analysis/scanpy commit 62f47287c7e8449c59a1f1f454852ddc669b1b1e-dirty"
ebi-gxa
parents:
diff changeset
70 </sanitizer>
8b3a52fbb482 "planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/tree/develop/tools/tertiary-analysis/scanpy commit 62f47287c7e8449c59a1f1f454852ddc669b1b1e-dirty"
ebi-gxa
parents:
diff changeset
71 </param>
8b3a52fbb482 "planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/tree/develop/tools/tertiary-analysis/scanpy commit 62f47287c7e8449c59a1f1f454852ddc669b1b1e-dirty"
ebi-gxa
parents:
diff changeset
72 <param name="adjusted_basis" argument="--adjusted-basis" type="text" value='X_pca_harmony' label="he name of the field in adata.obsm where the adjusted PCA table will be stored after running this function.">
8b3a52fbb482 "planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/tree/develop/tools/tertiary-analysis/scanpy commit 62f47287c7e8449c59a1f1f454852ddc669b1b1e-dirty"
ebi-gxa
parents:
diff changeset
73 <sanitizer>
8b3a52fbb482 "planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/tree/develop/tools/tertiary-analysis/scanpy commit 62f47287c7e8449c59a1f1f454852ddc669b1b1e-dirty"
ebi-gxa
parents:
diff changeset
74 <valid initial="string.printable"/>
8b3a52fbb482 "planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/tree/develop/tools/tertiary-analysis/scanpy commit 62f47287c7e8449c59a1f1f454852ddc669b1b1e-dirty"
ebi-gxa
parents:
diff changeset
75 </sanitizer>
8b3a52fbb482 "planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/tree/develop/tools/tertiary-analysis/scanpy commit 62f47287c7e8449c59a1f1f454852ddc669b1b1e-dirty"
ebi-gxa
parents:
diff changeset
76 </param>
8b3a52fbb482 "planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/tree/develop/tools/tertiary-analysis/scanpy commit 62f47287c7e8449c59a1f1f454852ddc669b1b1e-dirty"
ebi-gxa
parents:
diff changeset
77 <conditional name="settings">
8b3a52fbb482 "planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/tree/develop/tools/tertiary-analysis/scanpy commit 62f47287c7e8449c59a1f1f454852ddc669b1b1e-dirty"
ebi-gxa
parents:
diff changeset
78 <param name="default" type="boolean" checked="true" label="Use programme defaults"/>
8b3a52fbb482 "planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/tree/develop/tools/tertiary-analysis/scanpy commit 62f47287c7e8449c59a1f1f454852ddc669b1b1e-dirty"
ebi-gxa
parents:
diff changeset
79 <when value="true"/>
8b3a52fbb482 "planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/tree/develop/tools/tertiary-analysis/scanpy commit 62f47287c7e8449c59a1f1f454852ddc669b1b1e-dirty"
ebi-gxa
parents:
diff changeset
80 <when value="false">
8b3a52fbb482 "planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/tree/develop/tools/tertiary-analysis/scanpy commit 62f47287c7e8449c59a1f1f454852ddc669b1b1e-dirty"
ebi-gxa
parents:
diff changeset
81 <param name="theta" argument="--theta" type="float" value="2.0"
8b3a52fbb482 "planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/tree/develop/tools/tertiary-analysis/scanpy commit 62f47287c7e8449c59a1f1f454852ddc669b1b1e-dirty"
ebi-gxa
parents:
diff changeset
82 label="Diversity clustering penalty parameter" help="theta=0 does not encourage any diversity. Larger values of theta result in more diverse clusters." />
8b3a52fbb482 "planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/tree/develop/tools/tertiary-analysis/scanpy commit 62f47287c7e8449c59a1f1f454852ddc669b1b1e-dirty"
ebi-gxa
parents:
diff changeset
83 <param name="lambda" argument="--lambda" type="float" min="0" value="1.0"
8b3a52fbb482 "planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/tree/develop/tools/tertiary-analysis/scanpy commit 62f47287c7e8449c59a1f1f454852ddc669b1b1e-dirty"
ebi-gxa
parents:
diff changeset
84 label="Ridge regression penalty parameter" help="Lambda must be strictly positive. Smaller values result in more aggressive correction." />
8b3a52fbb482 "planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/tree/develop/tools/tertiary-analysis/scanpy commit 62f47287c7e8449c59a1f1f454852ddc669b1b1e-dirty"
ebi-gxa
parents:
diff changeset
85 <param name="sigma" argument="--sigma" type="float" value="0.1"
8b3a52fbb482 "planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/tree/develop/tools/tertiary-analysis/scanpy commit 62f47287c7e8449c59a1f1f454852ddc669b1b1e-dirty"
ebi-gxa
parents:
diff changeset
86 label="Ridge regression penalty parameter" help="Width of soft kmeans clusters. Sigma scales the distance from a cell to cluster centroids. Larger values of sigma result in cells assigned to more clusters. Smaller values of sigma make soft kmeans cluster approach hard clustering." />
8b3a52fbb482 "planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/tree/develop/tools/tertiary-analysis/scanpy commit 62f47287c7e8449c59a1f1f454852ddc669b1b1e-dirty"
ebi-gxa
parents:
diff changeset
87 <param name="nclust" argument="--nclust" type="integer" value="" optional="true"
8b3a52fbb482 "planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/tree/develop/tools/tertiary-analysis/scanpy commit 62f47287c7e8449c59a1f1f454852ddc669b1b1e-dirty"
ebi-gxa
parents:
diff changeset
88 label="Number of clusters in model." help="nclust=1 equivalent to simple linear regression." />
8b3a52fbb482 "planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/tree/develop/tools/tertiary-analysis/scanpy commit 62f47287c7e8449c59a1f1f454852ddc669b1b1e-dirty"
ebi-gxa
parents:
diff changeset
89 <param name="tau" argument="--tau" type="integer" value="0"
8b3a52fbb482 "planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/tree/develop/tools/tertiary-analysis/scanpy commit 62f47287c7e8449c59a1f1f454852ddc669b1b1e-dirty"
ebi-gxa
parents:
diff changeset
90 label="Protection against overclustering small datasets with large ones." help="'tau is the expected number of cells per cluster." />
8b3a52fbb482 "planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/tree/develop/tools/tertiary-analysis/scanpy commit 62f47287c7e8449c59a1f1f454852ddc669b1b1e-dirty"
ebi-gxa
parents:
diff changeset
91 <param name="block_size" argument="--block-size" type="float" value="0.05"
8b3a52fbb482 "planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/tree/develop/tools/tertiary-analysis/scanpy commit 62f47287c7e8449c59a1f1f454852ddc669b1b1e-dirty"
ebi-gxa
parents:
diff changeset
92 label="What proportion of cells to update during clustering" min="0" max="1" help="Between 0 to 1, default 0.05. Larger values may be faster but less accurate." />
8b3a52fbb482 "planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/tree/develop/tools/tertiary-analysis/scanpy commit 62f47287c7e8449c59a1f1f454852ddc669b1b1e-dirty"
ebi-gxa
parents:
diff changeset
93 <param name="max_iter_cluster" argument="--max-iter-cluster" type="integer" value="20"
8b3a52fbb482 "planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/tree/develop/tools/tertiary-analysis/scanpy commit 62f47287c7e8449c59a1f1f454852ddc669b1b1e-dirty"
ebi-gxa
parents:
diff changeset
94 label="Maximum number of rounds to run clustering at each round of Harmony" />
8b3a52fbb482 "planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/tree/develop/tools/tertiary-analysis/scanpy commit 62f47287c7e8449c59a1f1f454852ddc669b1b1e-dirty"
ebi-gxa
parents:
diff changeset
95 <param name="max_iter_harmony" argument="--max-iter-harmony" type="integer" value="10"
8b3a52fbb482 "planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/tree/develop/tools/tertiary-analysis/scanpy commit 62f47287c7e8449c59a1f1f454852ddc669b1b1e-dirty"
ebi-gxa
parents:
diff changeset
96 label="Maximum number of rounds to run Harmony. One round of Harmony involves one clustering and one correction step." />
8b3a52fbb482 "planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/tree/develop/tools/tertiary-analysis/scanpy commit 62f47287c7e8449c59a1f1f454852ddc669b1b1e-dirty"
ebi-gxa
parents:
diff changeset
97 <param name="epsilon_cluster" argument="--epsilon-cluster" type="float" value="0.00001"
8b3a52fbb482 "planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/tree/develop/tools/tertiary-analysis/scanpy commit 62f47287c7e8449c59a1f1f454852ddc669b1b1e-dirty"
ebi-gxa
parents:
diff changeset
98 label="Convergence tolerance for clustering round of Harmony" help="Set to -Inf to never stop early." />
8b3a52fbb482 "planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/tree/develop/tools/tertiary-analysis/scanpy commit 62f47287c7e8449c59a1f1f454852ddc669b1b1e-dirty"
ebi-gxa
parents:
diff changeset
99 <param name="epsilon_harmony" argument="--epsilon-harmony" type="float" value="0.00001"
8b3a52fbb482 "planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/tree/develop/tools/tertiary-analysis/scanpy commit 62f47287c7e8449c59a1f1f454852ddc669b1b1e-dirty"
ebi-gxa
parents:
diff changeset
100 label="Convergence tolerance for Harmony." help="Set to -Inf to never stop early." />
8b3a52fbb482 "planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/tree/develop/tools/tertiary-analysis/scanpy commit 62f47287c7e8449c59a1f1f454852ddc669b1b1e-dirty"
ebi-gxa
parents:
diff changeset
101 <param name="random_state" argument="--random-state" type="integer" value="0"
8b3a52fbb482 "planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/tree/develop/tools/tertiary-analysis/scanpy commit 62f47287c7e8449c59a1f1f454852ddc669b1b1e-dirty"
ebi-gxa
parents:
diff changeset
102 label="Seed for random number generator." />
8b3a52fbb482 "planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/tree/develop/tools/tertiary-analysis/scanpy commit 62f47287c7e8449c59a1f1f454852ddc669b1b1e-dirty"
ebi-gxa
parents:
diff changeset
103 </when>
8b3a52fbb482 "planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/tree/develop/tools/tertiary-analysis/scanpy commit 62f47287c7e8449c59a1f1f454852ddc669b1b1e-dirty"
ebi-gxa
parents:
diff changeset
104 </conditional>
8b3a52fbb482 "planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/tree/develop/tools/tertiary-analysis/scanpy commit 62f47287c7e8449c59a1f1f454852ddc669b1b1e-dirty"
ebi-gxa
parents:
diff changeset
105 </inputs>
8b3a52fbb482 "planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/tree/develop/tools/tertiary-analysis/scanpy commit 62f47287c7e8449c59a1f1f454852ddc669b1b1e-dirty"
ebi-gxa
parents:
diff changeset
106
8b3a52fbb482 "planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/tree/develop/tools/tertiary-analysis/scanpy commit 62f47287c7e8449c59a1f1f454852ddc669b1b1e-dirty"
ebi-gxa
parents:
diff changeset
107 <outputs>
8b3a52fbb482 "planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/tree/develop/tools/tertiary-analysis/scanpy commit 62f47287c7e8449c59a1f1f454852ddc669b1b1e-dirty"
ebi-gxa
parents:
diff changeset
108 <expand macro="output_data_obj" description="Batch-corrected for ${batch_key}"/>
8b3a52fbb482 "planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/tree/develop/tools/tertiary-analysis/scanpy commit 62f47287c7e8449c59a1f1f454852ddc669b1b1e-dirty"
ebi-gxa
parents:
diff changeset
109 </outputs>
8b3a52fbb482 "planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/tree/develop/tools/tertiary-analysis/scanpy commit 62f47287c7e8449c59a1f1f454852ddc669b1b1e-dirty"
ebi-gxa
parents:
diff changeset
110
8b3a52fbb482 "planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/tree/develop/tools/tertiary-analysis/scanpy commit 62f47287c7e8449c59a1f1f454852ddc669b1b1e-dirty"
ebi-gxa
parents:
diff changeset
111 <tests>
8b3a52fbb482 "planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/tree/develop/tools/tertiary-analysis/scanpy commit 62f47287c7e8449c59a1f1f454852ddc669b1b1e-dirty"
ebi-gxa
parents:
diff changeset
112 <test>
8b3a52fbb482 "planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/tree/develop/tools/tertiary-analysis/scanpy commit 62f47287c7e8449c59a1f1f454852ddc669b1b1e-dirty"
ebi-gxa
parents:
diff changeset
113 <param name="input_obj_file" value="find_cluster.h5"/>
8b3a52fbb482 "planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/tree/develop/tools/tertiary-analysis/scanpy commit 62f47287c7e8449c59a1f1f454852ddc669b1b1e-dirty"
ebi-gxa
parents:
diff changeset
114 <param name="input_format" value="anndata"/>
8b3a52fbb482 "planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/tree/develop/tools/tertiary-analysis/scanpy commit 62f47287c7e8449c59a1f1f454852ddc669b1b1e-dirty"
ebi-gxa
parents:
diff changeset
115 <param name="output_format" value="anndata"/>
8b3a52fbb482 "planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/tree/develop/tools/tertiary-analysis/scanpy commit 62f47287c7e8449c59a1f1f454852ddc669b1b1e-dirty"
ebi-gxa
parents:
diff changeset
116 <param name="batch_key" value="louvain"/>
14
c354af93f567 planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/tree/develop/tools/tertiary-analysis/scanpy commit ee197a80b2d591c393e1662854bc119b2ecab11e-dirty
ebi-gxa
parents: 13
diff changeset
117 <output name="output_h5" ftype="h5">
c354af93f567 planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/tree/develop/tools/tertiary-analysis/scanpy commit ee197a80b2d591c393e1662854bc119b2ecab11e-dirty
ebi-gxa
parents: 13
diff changeset
118 <assert_contents>
c354af93f567 planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/tree/develop/tools/tertiary-analysis/scanpy commit ee197a80b2d591c393e1662854bc119b2ecab11e-dirty
ebi-gxa
parents: 13
diff changeset
119 <has_h5_keys keys="obsm/X_pca_harmony"/>
c354af93f567 planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/tree/develop/tools/tertiary-analysis/scanpy commit ee197a80b2d591c393e1662854bc119b2ecab11e-dirty
ebi-gxa
parents: 13
diff changeset
120 </assert_contents>
c354af93f567 planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/tree/develop/tools/tertiary-analysis/scanpy commit ee197a80b2d591c393e1662854bc119b2ecab11e-dirty
ebi-gxa
parents: 13
diff changeset
121 </output>
0
8b3a52fbb482 "planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/tree/develop/tools/tertiary-analysis/scanpy commit 62f47287c7e8449c59a1f1f454852ddc669b1b1e-dirty"
ebi-gxa
parents:
diff changeset
122 </test>
1
f1298838e93b "planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/tree/develop/tools/tertiary-analysis/scanpy commit 9028e8fa3761fd640dcace5d36bf9b7d558319f7-dirty"
ebi-gxa
parents: 0
diff changeset
123 <test>
f1298838e93b "planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/tree/develop/tools/tertiary-analysis/scanpy commit 9028e8fa3761fd640dcace5d36bf9b7d558319f7-dirty"
ebi-gxa
parents: 0
diff changeset
124 <param name="input_obj_file" value="find_cluster.h5"/>
f1298838e93b "planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/tree/develop/tools/tertiary-analysis/scanpy commit 9028e8fa3761fd640dcace5d36bf9b7d558319f7-dirty"
ebi-gxa
parents: 0
diff changeset
125 <param name="input_format" value="anndata"/>
f1298838e93b "planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/tree/develop/tools/tertiary-analysis/scanpy commit 9028e8fa3761fd640dcace5d36bf9b7d558319f7-dirty"
ebi-gxa
parents: 0
diff changeset
126 <param name="output_format" value="anndata"/>
14
c354af93f567 planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/tree/develop/tools/tertiary-analysis/scanpy commit ee197a80b2d591c393e1662854bc119b2ecab11e-dirty
ebi-gxa
parents: 13
diff changeset
127 <output name="output_h5" file="harmony_copy.h5" ftype="h5" compare="sim_size" delta_frac="0.1"/>
1
f1298838e93b "planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/tree/develop/tools/tertiary-analysis/scanpy commit 9028e8fa3761fd640dcace5d36bf9b7d558319f7-dirty"
ebi-gxa
parents: 0
diff changeset
128 </test>
0
8b3a52fbb482 "planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/tree/develop/tools/tertiary-analysis/scanpy commit 62f47287c7e8449c59a1f1f454852ddc669b1b1e-dirty"
ebi-gxa
parents:
diff changeset
129 </tests>
8b3a52fbb482 "planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/tree/develop/tools/tertiary-analysis/scanpy commit 62f47287c7e8449c59a1f1f454852ddc669b1b1e-dirty"
ebi-gxa
parents:
diff changeset
130
8b3a52fbb482 "planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/tree/develop/tools/tertiary-analysis/scanpy commit 62f47287c7e8449c59a1f1f454852ddc669b1b1e-dirty"
ebi-gxa
parents:
diff changeset
131 <help><![CDATA[
8b3a52fbb482 "planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/tree/develop/tools/tertiary-analysis/scanpy commit 62f47287c7e8449c59a1f1f454852ddc669b1b1e-dirty"
ebi-gxa
parents:
diff changeset
132 .. class:: infomark
8b3a52fbb482 "planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/tree/develop/tools/tertiary-analysis/scanpy commit 62f47287c7e8449c59a1f1f454852ddc669b1b1e-dirty"
ebi-gxa
parents:
diff changeset
133
8b3a52fbb482 "planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/tree/develop/tools/tertiary-analysis/scanpy commit 62f47287c7e8449c59a1f1f454852ddc669b1b1e-dirty"
ebi-gxa
parents:
diff changeset
134 **What it does**
8b3a52fbb482 "planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/tree/develop/tools/tertiary-analysis/scanpy commit 62f47287c7e8449c59a1f1f454852ddc669b1b1e-dirty"
ebi-gxa
parents:
diff changeset
135
8b3a52fbb482 "planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/tree/develop/tools/tertiary-analysis/scanpy commit 62f47287c7e8449c59a1f1f454852ddc669b1b1e-dirty"
ebi-gxa
parents:
diff changeset
136 Uses harmonypy [Korunsky19] to integrate different experiments at the principal components level.
8b3a52fbb482 "planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/tree/develop/tools/tertiary-analysis/scanpy commit 62f47287c7e8449c59a1f1f454852ddc669b1b1e-dirty"
ebi-gxa
parents:
diff changeset
137
8b3a52fbb482 "planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/tree/develop/tools/tertiary-analysis/scanpy commit 62f47287c7e8449c59a1f1f454852ddc669b1b1e-dirty"
ebi-gxa
parents:
diff changeset
138 @HELP@
8b3a52fbb482 "planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/tree/develop/tools/tertiary-analysis/scanpy commit 62f47287c7e8449c59a1f1f454852ddc669b1b1e-dirty"
ebi-gxa
parents:
diff changeset
139
8b3a52fbb482 "planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/tree/develop/tools/tertiary-analysis/scanpy commit 62f47287c7e8449c59a1f1f454852ddc669b1b1e-dirty"
ebi-gxa
parents:
diff changeset
140 @VERSION_HISTORY@
8b3a52fbb482 "planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/tree/develop/tools/tertiary-analysis/scanpy commit 62f47287c7e8449c59a1f1f454852ddc669b1b1e-dirty"
ebi-gxa
parents:
diff changeset
141 ]]></help>
8b3a52fbb482 "planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/tree/develop/tools/tertiary-analysis/scanpy commit 62f47287c7e8449c59a1f1f454852ddc669b1b1e-dirty"
ebi-gxa
parents:
diff changeset
142 <expand macro="citations"/>
8b3a52fbb482 "planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/tree/develop/tools/tertiary-analysis/scanpy commit 62f47287c7e8449c59a1f1f454852ddc669b1b1e-dirty"
ebi-gxa
parents:
diff changeset
143 </tool>