# HG changeset patch
# User ebi-gxa
# Date 1568636278 14400
# Node ID 2e74fd7b5f45eb1f5b8fb599bad05e1bd01af0a7
# Parent  f6f189ce4ebc80dfc4b6feda76441add6fbcf6b8
"planemo upload for repository https://github.com/ebi-gene-expression-group/container-galaxy-sc-tertiary/tree/develop/tools/tertiary-analysis/scanpy commit 4846776f55931e176f7e77af7c185ec6fec7d142"

diff -r f6f189ce4ebc -r 2e74fd7b5f45 scanpy-run-tsne.xml
--- a/scanpy-run-tsne.xml	Wed Apr 03 11:10:51 2019 -0400
+++ b/scanpy-run-tsne.xml	Mon Sep 16 08:17:58 2019 -0400
@@ -2,45 +2,45 @@
 <tool id="scanpy_run_tsne" name="Scanpy RunTSNE" version="@TOOL_VERSION@+galaxy1">
   <description>visualise cell clusters using tSNE</description>
   <macros>
-    <import>scanpy_macros.xml</import>
+    <import>scanpy_macros2.xml</import>
   </macros>
   <expand macro="requirements"/>
   <command detect_errors="exit_code"><![CDATA[
 ln -s '${input_obj_file}' input.h5 &&
-PYTHONIOENCODING=utf-8 scanpy-run-tsne.py
-    -i input.h5
-    -f '${input_format}'
-    -o output.h5
-    -F '${output_format}'
-    #if $embeddings
-        --output-embeddings-file embeddings.csv
+PYTHONIOENCODING=utf-8 scanpy-run-tsne
+#if $use_rep != "auto"
+    --use-rep '${use_rep}'
+#end if
+#if $key_added
+    --key-added '${key_added}'
+#end if
+#if $embeddings
+    --export-embedding embeddings.csv
+#end if
+#if $settings.default == "false"
+    #if $settings.perplexity_file
+        --perplexity \$( cat $settings.perplexity_file )
+    #else
+        --perplexity '${settings.perplexity}'
     #end if
-    #if $settings.default == "false"
-        #if $settings.perplexity_file
-          --perplexity \$( cat $settings.perplexity_file )
-        #else
-          --perplexity '${settings.perplexity}'
-        #end if
-        --early-exaggeration '${settings.early_exaggeration}'
-        --learning-rate '${settings.learning_rate}'
-        #if $settings.use_rep != "auto"
-            -r '${settings.use_rep}'
-        #end if
-        #if $settings.n_pc
-            -n '${settings.n_pc}'
-        #end if
-        #if not $settings.fast_tsne
-            --no-fast-tsne
-        #end if
-        #if $settings.n_job
-            --n-jobs '${settings.n_job}'
-        #end if
-        #if $settings.random_seed is not None
-            -s '${settings.random_seed}'
-        #end if
+    --early-exaggeration '${settings.early_exaggeration}'
+    --learning-rate '${settings.learning_rate}'
+    #if $settings.n_pc
+        --n-pcs ${settings.n_pc}
+    #end if
+    #if not $settings.fast_tsne
+        --no-fast-tsne
     #end if
+    #if $settings.n_job
+        --n-jobs ${settings.n_job}
+    #end if
+    #if $settings.random_seed is not None
+        --random-state ${settings.random_seed}
+    #end if
+#end if
+    @INPUT_OPTS@
+    @OUTPUT_OPTS@
 
-@PLOT_OPTS@
 ]]></command>
 
   <inputs>
@@ -48,15 +48,18 @@
     <expand macro="output_object_params"/>
     <param name="embeddings" type="boolean" checked="true" label="Output embeddings in csv format"/>
 
+    <param name="use_rep" argument="--use-rep" type="select" label="Use the indicated representation">
+      <option value="X_pca">X_pca, use PCs</option>
+      <option value="X">X, use normalised expression values</option>
+      <option value="auto" selected="true">Automatically chosen based on problem size</option>
+    </param>
+    <param name="key_added" argument="--key-added" type="text" optional="true"
+           label="Additional suffix to the name of the slot to save the embedding"/>
+
     <conditional name="settings">
       <param name="default" type="boolean" checked="true" label="Use programme defaults"/>
       <when value="true"/>
       <when value="false">
-        <param name="use_rep" argument="--use-rep" type="select" label="Use the indicated representation">
-          <option value="X_pca">X_pca, use PCs</option>
-          <option value="X">X, use normalised expression values</option>
-          <option value="auto" selected="true">Automatically chosen based on problem size</option>
-        </param>
         <param name="perplexity" argument="--perplexity" type="float" value="30" label="The perplexity is related to the number of nearest neighbours, select a value between 5 and 50"/>
         <param name="perplexity_file" argument="--perplexity" type="data" format="txt,tsv" label="The perplexity is related to the number of nearest neighbours" help="For use with the parameter iterator. Overrides the persplexity option above" optional="true"/>
         <param name="early_exaggeration" argument="--early-exaggeration" type="float" value="12" label="Controls the tightness within and between clusters"/>
@@ -68,21 +71,10 @@
       </when>
     </conditional>
 
-    <conditional name="do_plotting">
-      <param name="plot" type="boolean" checked="false" label="Make tSNE plot"/>
-      <when value="true">
-        <expand macro="output_plot_params"/>
-        <param name="color_by" argument="--color-by" type="text" value="louvain" label="Color by attributes, comma separated strings"/>
-      </when>
-      <when value="false"/>
-    </conditional>
   </inputs>
 
   <outputs>
     <data name="output_h5" format="h5" from_work_dir="output.h5" label="${tool.name} on ${on_string}: tSNE object"/>
-    <data name="output_png" format="png" from_work_dir="output.png" label="${tool.name} on ${on_string}: tSNE plot">
-      <filter>do_plotting['plot']</filter>
-    </data>
     <data name="output_embed" format="csv" from_work_dir="embeddings.csv" label="${tool.name} on ${on_string}: tSNE embeddings">
       <filter>embeddings</filter>
     </data>
@@ -96,10 +88,7 @@
       <param name="default" value="false"/>
       <param name="embeddings" value="true"/>
       <param name="random_seed" value="0"/>
-      <param name="plot" value="true"/>
-      <param name="color_by" value="louvain"/>
       <output name="output_h5" file="run_tsne.h5" ftype="h5" compare="sim_size"/>
-      <output name="output_png" file="run_tsne.png" ftype="png" compare="sim_size"/>
       <output name="output_embed" file="run_tsne.embeddings.csv" ftype="csv" compare="sim_size">
         <assert_contents>
           <has_n_columns n="2" sep=","/>
@@ -109,9 +98,12 @@
   </tests>
 
   <help><![CDATA[
-==================================================================
-t-distributed stochastic neighborhood embedding (tSNE) (`tl.tsne`)
-==================================================================
+=========================================================================
+t-distributed stochastic neighborhood embedding (tSNE) (`scanpy.tl.tsne`)
+=========================================================================
+
+For making TSNE plots, please use `Scanpy PlotEmbed` with the output of this tool and enter "tsne" as the
+name of the embedding to plot.
 
 t-distributed stochastic neighborhood embedding (tSNE) (Maaten et al, 2008) has been
 proposed for visualizating single-cell data by (Amir et al, 2013). Here, by default,
diff -r f6f189ce4ebc -r 2e74fd7b5f45 scanpy_macros2.xml
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/scanpy_macros2.xml	Mon Sep 16 08:17:58 2019 -0400
@@ -0,0 +1,94 @@
+<macros>
+  <token name="@TOOL_VERSION@">1.4.2</token>
+  <token name="@HELP@">More information can be found at https://scanpy.readthedocs.io</token>
+  <token name="@VERSION_HISTORY@"><![CDATA[
+**Version history**
+
+1.4.2+galaxy0: Update to scanpy-scripts 0.2.4 (requires scanpy >=1.4.2).
+
+1.3.2+galaxy1: Normalise-data and filter-genes: Exposes ability to output 10x files.
+
+1.3.2+galaxy0: Initial contribution. Ni Huang and Pablo Moreno, Expression Atlas team https://www.ebi.ac.uk/gxa/home  at
+EMBL-EBI https://www.ebi.ac.uk/ and Teichmann Lab at Wellcome Sanger Institute.
+    ]]></token>
+  <token name="@INPUT_OPTS@">
+    --input-format '${input_format}' input.h5
+  </token>
+  <token name="@OUTPUT_OPTS@">
+    --show-obj stdout --output-format '${output_format}' output.h5
+  </token>
+  <token name="@PLOT_OPTS@">
+#if $fig_title
+    --title '${fig_title}'
+#end if
+    --fig-size '${fig_size}'
+    --fig-dpi ${fig_dpi}
+    --fig-fontsize ${fig_fontsize}
+    ${fig_frame}
+    ./output.png
+  </token>
+  <token name="@EXPORT_MTX_OPTS@">${export_mtx}</token>
+
+  <xml name="requirements">
+    <requirements>
+      <requirement type="package" version="0.2.4.post4">scanpy-scripts</requirement>
+      <yield/>
+    </requirements>
+  </xml>
+
+  <xml name="citations">
+    <citations>
+      <yield />
+      <citation type="doi">10.1186/s13059-017-1382-0</citation>
+      <citation type="bibtex">
+	@misc{githubscanpy-scripts,
+	author = {Ni Huang, EBI Gene Expression Team},
+	year = {2018},
+	title = {Scanpy-scripts: command line interface for Scanpy},
+	publisher = {GitHub},
+	journal = {GitHub repository},
+	url = {https://github.com/ebi-gene-expression-group/scanpy-scripts},
+      }</citation>
+    </citations>
+  </xml>
+
+  <xml name="input_object_params">
+    <param name="input_obj_file" argument="input-object-file" type="data" format="h5" label="Input object in hdf5 format"/>
+    <param name="input_format" argument="--input-format" type="select" label="Format of input object">
+      <option value="anndata" selected="true">AnnData format hdf5</option>
+      <option value="loom">Loom format hdf5</option>
+    </param>
+  </xml>
+
+  <xml name="output_object_params">
+    <param name="output_format" argument="--output-format" type="select" label="Format of output object">
+      <option value="anndata" selected="true">AnnData format hdf5</option>
+      <option value="loom">Loom format hdf5</option>
+    </param>
+  </xml>
+
+  <xml name="output_plot_params">
+    <param name="fig_title" argument="--title" type="text" label="Figure title"/>
+    <param name="fig_size" argument="--fig-size" type="text" value="4,4" label="Figure size as 'width,height', e.g, '7,7'"/>
+    <param name="fig_dpi" argument="--fig-dpi" type="integer" min="1" value="80" label="Figure dpi"/>
+    <param name="fig_fontsize" argument="--fig-fontsize" type="integer" min="0" value="10" label="Figure font size"/>
+    <param name="fig_frame" type="boolean" truevalue="--frameon" falsevalue="--frameoff" checked="false"
+           label="Show plot frame"/>
+  </xml>
+
+  <xml name="export_mtx_params">
+    <param name="export_mtx" argument="--export-mtx" type="boolean" truevalue="--export-mtx ./" falsevalue="" checked="false" label="Save normalised data to 10x mtx format" help="If enabled, it will generate in addition to the main output in Loom or AnnData an export in 10x format of the normalised data."/>
+  </xml>
+
+  <xml name="export_mtx_outputs">
+    <data name="matrix_10x" format="txt" from_work_dir="matrix.mtx" label="${tool.name} on ${on_string}: 10x matrix">
+      <filter>export_mtx</filter>
+    </data>
+    <data name="genes_10x" format="tsv" from_work_dir="genes.tsv" label="${tool.name} on ${on_string}: 10x genes">
+      <filter>export_mtx</filter>
+    </data>
+    <data name="barcodes_10x" format="tsv" from_work_dir="barcodes.tsv" label="${tool.name} on ${on_string}: 10x barcodes">
+      <filter>export_mtx</filter>
+    </data>
+  </xml>
+</macros>