annotate normalize.xml @ 0:ed64c90a9b93 draft

planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
author iuc
date Mon, 04 Mar 2019 10:16:12 -0500
parents
children a9f14e2d1655
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ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
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1 <tool id="scanpy_normalize" name="Normalize with scanpy" version="@galaxy_version@">
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
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2 <description></description>
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
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3 <macros>
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
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4 <import>macros.xml</import>
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
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5 </macros>
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
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6 <expand macro="requirements"/>
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
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7 <expand macro="version_command"/>
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
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8 <command detect_errors="exit_code"><![CDATA[
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
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9 @CMD@
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
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10 ]]></command>
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
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11 <configfiles>
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
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12 <configfile name="script_file"><![CDATA[
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
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13 @CMD_imports@
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
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14 @CMD_read_inputs@
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
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15
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
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16 #if $method.method == "pp.normalize_per_cell"
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
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17 sc.pp.normalize_per_cell(
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
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18 data=adata,
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
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19 #if $method.counts_per_cell_after
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
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20 counts_per_cell_after=$method.counts_per_cell_after,
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
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21 #end if
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
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22 #if $method.counts_per_cell
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
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23 counts_per_cell=np.loadtxt('$method.counts_per_cell'),
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
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24 #end if
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
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25 key_n_counts='$method.key_n_counts',
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
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26 copy=False)
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
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27 adata.obs.to_csv('$anndata_obs', sep='\t')
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
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28 #elif $method.method == "pp.recipe_zheng17"
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
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29 sc.pp.recipe_zheng17(
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
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30 adata=adata,
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
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31 n_top_genes=$method.n_top_genes,
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
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32 log=$method.log,
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
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33 plot=False,
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
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34 copy=False)
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
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35 #elif $method.method == "pp.recipe_weinreb17"
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
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36 sc.pp.recipe_weinreb17(
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
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37 adata=adata,
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
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38 log=$method.log,
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
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39 mean_threshold=$method.mean_threshold,
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
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40 cv_threshold=$method.cv_threshold,
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
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41 n_pcs=$method.n_pcs,
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
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42 svd_solver='$method.svd_solver',
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
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43 random_state=$method.random_state,
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
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44 copy=False)
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
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45 #elif $method.method == "pp.recipe_seurat"
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
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46 sc.pp.recipe_seurat(
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
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47 adata=adata,
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
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48 log=$method.log,
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
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49 plot=False,
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
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50 copy=False)
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
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51 #elif $method.method == "pp.log1p"
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
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52 sc.pp.log1p(
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
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53 data=adata,
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
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54 copy=False)
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
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55 #elif $method.method == "pp.scale"
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
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56 sc.pp.scale(
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57 data=adata,
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
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58 zero_center=$method.zero_center,
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
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59 #if $method.max_value
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
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60 max_value=$method.max_value,
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
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61 #end if
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
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62 copy=False)
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
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63 #elif $method.method == "pp.sqrt"
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
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64 sc.pp.sqrt(
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
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65 data=adata,
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
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66 copy=False)
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
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67 #elif $method.method == "pp.downsample_counts"
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
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68 sc.pp.downsample_counts(
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
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69 adata=adata,
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70 target_counts=$method.target_counts,
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71 random_state=$method.random_state,
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72 copy=False)
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73 #end if
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74
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75 @CMD_anndata_write_outputs@
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76
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77 ]]></configfile>
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78 </configfiles>
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79 <inputs>
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
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80 <expand macro="inputs_anndata"/>
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81 <conditional name="method">
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82 <param argument="method" type="select" label="Method used for plotting">
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
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83 <option value="pp.normalize_per_cell">Normalize total counts per cell, using `pp.normalize_per_cell`</option>
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
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84 <option value="pp.recipe_zheng17">Normalization and filtering as of Zheng et al. (2017), using `pp.recipe_zheng17`</option>
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
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85 <option value="pp.recipe_weinreb17">Normalization and filtering as of Weinreb et al (2017), using `pp.recipe_weinreb17`</option>
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
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86 <option value="pp.recipe_seurat">Normalization and filtering as of Seurat et al (2015), using `pp.recipe_seurat`</option>
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
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87 <option value="pp.log1p">Logarithmize the data matrix, using `pp.log1p`</option>
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
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88 <option value="pp.scale">Scale data to unit variance and zero mean, using `pp.scale`</option>
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89 <option value="pp.sqrt">Square root the data matrix, using `pp.sqrt`</option>
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
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90 <option value="pp.downsample_counts">Downsample counts, using `pp.downsample_counts`</option>
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
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91 </param>
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92 <when value="pp.normalize_per_cell">
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93 <param argument="counts_per_cell_after" type="float" value="" optional="true" label="Counts per cell after" help="If not provided, after normalization, each cell has a total count equal to the median of the *counts_per_cell* before normalization."/>
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94 <param argument="counts_per_cell" type="data" format="tabular,txt" optional="true" label="Precomputed counts per cell" help=""/>
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95 <param argument="key_n_counts" type="text" value="n_counts" label="Name of the field in `adata.obs` where the total counts per cell will be stored" help=""/>
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96 </when>
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97 <when value="pp.recipe_zheng17">
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98 <param argument="n_top_genes" type="integer" min="0" value="1000" label="Number of genes to keep" help=""/>
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99 <expand macro="param_log"/>
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100 </when>
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101 <when value="pp.recipe_weinreb17">
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102 <expand macro="param_log"/>
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103 <param argument="mean_threshold" type="float" value="0.01" label="Mean threshold" help=""/>
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104 <param argument="cv_threshold" type="float" value="2" label="CV threshold" help=""/>
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105 <param argument="n_pcs" type="integer" min="0" value="50" label="Number of principal component" help=""/>
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106 <expand macro="svd_solver"/>
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107 <expand macro="pca_random_state"/>
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108 </when>
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109 <when value="pp.recipe_seurat">
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110 <expand macro="param_log"/>
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111 </when>
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112 <when value="pp.log1p"/>
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113 <when value="pp.scale">
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114 <param argument="zero_center" type="boolean" truevalue="True" falsevalue="False" checked="true"
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115 label="Zero center?" help="If not, it omits zero-centering variables, which allows to handle sparse input efficiently."/>
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116 <param argument="max_value" type="float" value="" optional="true" label="Maximum value"
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117 help="Clip (truncate) to this value after scaling. If not set, it does not clip."/>
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118 </when>
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119 <when value="pp.sqrt"/>
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120 <when value="pp.downsample_counts">
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121 <param argument="target_counts" type="integer" min="0" value="20000"
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122 label="Target number of counts for downsampling" help="Cells with more counts than 'target_counts' will be downsampled to have 'target_counts' counts."/>
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123 <param argument="random_state" type="integer" value="0" label="Random seed to change subsampling" help=""/>
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124 </when>
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125 </conditional>
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126 <expand macro="anndata_output_format"/>
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127 </inputs>
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128 <outputs>
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129 <expand macro="anndata_outputs"/>
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130 <data name="anndata_obs" format="tabular" label="${tool.name} on ${on_string}: Annotation of observations">
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131 <filter>method['method'] == 'pp.normalize_per_cell'</filter>
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132 </data>
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133 </outputs>
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134 <tests>
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135 <test>
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136 <conditional name="input">
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137 <param name="format" value="h5ad" />
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138 <param name="adata" value="krumsiek11.h5ad" />
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139 </conditional>
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140 <conditional name="method">
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141 <param name="method" value="pp.normalize_per_cell"/>
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142 <param name="counts_per_cell_after" value="2"/>
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143 <param name="counts_per_cell" value="krumsiek11_counts_per_cell"/>
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144 <param name="key_n_counts" value="n_counts"/>
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145 </conditional>
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146 <param name="anndata_output_format" value="h5ad"/>
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147 <assert_stdout>
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148 <has_text_matching expression="sc.pp.normalize_per_cell"/>
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149 <has_text_matching expression="counts_per_cell_after=2.0"/>
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150 <has_text_matching expression="counts_per_cell=np.loadtxt"/>
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151 <has_text_matching expression="key_n_counts='n_counts'"/>
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152 </assert_stdout>
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153 <output name="anndata_out_h5ad" file="pp.normalize_per_cell.krumsiek11.h5ad" ftype="h5" compare="sim_size"/>
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154 <output name="anndata_obs" file="pp.normalize_per_cell.obs.krumsiek11.tabular"/>
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155 </test>
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156 <test>
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157 <conditional name="input">
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158 <param name="format" value="h5ad" />
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159 <param name="adata" value="random-randint.h5ad"/>
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160 </conditional>
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161 <conditional name="method">
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162 <param name="method" value="pp.recipe_zheng17"/>
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163 <param name="n_top_genes" value="1000"/>
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164 <param name="log" value="True"/>
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165 </conditional>
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166 <param name="anndata_output_format" value="h5ad"/>
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167 <assert_stdout>
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168 <has_text_matching expression="sc.pp.recipe_zheng17"/>
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169 <has_text_matching expression="n_top_genes=1000"/>
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170 <has_text_matching expression="log=True"/>
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171 </assert_stdout>
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172 <output name="anndata_out_h5ad" file="pp.recipe_zheng17.random-randint.h5ad" ftype="h5" compare="sim_size"/>
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173 </test>
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174 <test>
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175 <conditional name="input">
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176 <param name="format" value="h5ad" />
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177 <param name="adata" value="paul15_subsample.h5ad" />
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178 </conditional>
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179 <conditional name="method">
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180 <param name="method" value="pp.recipe_weinreb17"/>
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
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181 <param name="log" value="True"/>
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
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182 <param name="mean_threshold" value="0.01"/>
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
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183 <param name="cv_threshold" value="2.0"/>
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
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184 <param name="n_pcs" value="50"/>
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
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185 <param name="svd_solver" value="randomized"/>
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
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186 <param name="random_state" value="0"/>
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
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187 </conditional>
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
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188 <param name="anndata_output_format" value="h5ad" />
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
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189 <assert_stdout>
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
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190 <has_text_matching expression="sc.pp.recipe_weinreb17"/>
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
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191 <has_text_matching expression="log=True"/>
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
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192 <has_text_matching expression="mean_threshold=0.01"/>
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
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193 <has_text_matching expression="cv_threshold=2.0"/>
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
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194 <has_text_matching expression="n_pcs=50"/>
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
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195 <has_text_matching expression="svd_solver='randomized'"/>
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
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196 <has_text_matching expression="random_state=0"/>
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
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197 </assert_stdout>
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
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198 <output name="anndata_out_h5ad" file="pp.recipe_weinreb17.paul15_subsample.h5ad" ftype="h5" compare="sim_size"/>
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
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199 </test>
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
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200 <test>
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
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201 <conditional name="input">
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
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202 <param name="format" value="h5ad" />
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
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203 <param name="adata" value="pp.recipe_zheng17.random-randint.h5ad" />
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
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204 </conditional>
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
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205 <conditional name="method">
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
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206 <param name="method" value="pp.recipe_seurat"/>
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
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207 <param name="log" value="True"/>
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
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208 </conditional>
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
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209 <param name="anndata_output_format" value="h5ad"/>
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
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210 <assert_stdout>
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
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211 <has_text_matching expression="sc.pp.recipe_seurat"/>
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
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212 <has_text_matching expression="log=True"/>
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
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213 </assert_stdout>
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
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214 <output name="anndata_out_h5ad" file="pp.recipe_seurat.recipe_zheng17.h5ad" ftype="h5" compare="sim_size"/>
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
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215 </test>
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
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216 <test>
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
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217 <conditional name="input">
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
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218 <param name="format" value="h5ad" />
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
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219 <param name="adata" value="krumsiek11.h5ad" />
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
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220 </conditional>
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
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221 <conditional name="method">
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
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222 <param name="method" value="pp.log1p"/>
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
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223 </conditional>
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
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224 <param name="anndata_output_format" value="h5ad" />
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
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225 <assert_stdout>
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
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226 <has_text_matching expression="sc.pp.log1p"/>
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
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227 </assert_stdout>
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
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228 <output name="anndata_out_h5ad" file="pp.log1p.krumsiek11.h5ad" ftype="h5" compare="sim_size"/>
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
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229 </test>
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
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230 <test>
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
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231 <conditional name="input">
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
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232 <param name="format" value="h5ad" />
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
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233 <param name="adata" value="krumsiek11.h5ad" />
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
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234 </conditional>
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
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235 <conditional name="method">
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
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236 <param name="method" value="pp.scale"/>
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
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237 <param name="zero_center" value="true"/>
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
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238 </conditional>
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
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239 <param name="anndata_output_format" value="h5ad" />
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
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240 <assert_stdout>
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
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241 <has_text_matching expression="sc.pp.scale"/>
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
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242 <has_text_matching expression="zero_center=True"/>
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
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243 </assert_stdout>
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
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244 <output name="anndata_out_h5ad" file="pp.scale.krumsiek11.h5ad" ftype="h5" compare="sim_size"/>
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
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245 </test>
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
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246 <test>
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
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247 <conditional name="input">
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
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248 <param name="format" value="h5ad" />
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
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249 <param name="adata" value="krumsiek11.h5ad" />
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
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250 </conditional>
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
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251 <conditional name="method">
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
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252 <param name="method" value="pp.scale"/>
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
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253 <param name="zero_center" value="true"/>
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
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254 <param name="max_value" value="10"/>
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
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255 </conditional>
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
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256 <param name="anndata_output_format" value="h5ad" />
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
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257 <assert_stdout>
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
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258 <has_text_matching expression="sc.pp.scale"/>
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
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259 <has_text_matching expression="zero_center=True"/>
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
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260 <has_text_matching expression="max_value=10.0"/>
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
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261 </assert_stdout>
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
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262 <output name="anndata_out_h5ad" file="pp.scale_max_value.krumsiek11.h5ad" ftype="h5" compare="sim_size"/>
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
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263 </test>
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
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264 <test>
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
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265 <conditional name="input">
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
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266 <param name="format" value="h5ad" />
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
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267 <param name="adata" value="krumsiek11.h5ad" />
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
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268 </conditional>
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
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269 <conditional name="method">
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
iuc
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270 <param name="method" value="pp.sqrt"/>
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271 </conditional>
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272 <param name="anndata_output_format" value="h5ad" />
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273 <assert_stdout>
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274 <has_text_matching expression="sc.pp.sqrt"/>
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275 </assert_stdout>
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276 <output name="anndata_out_h5ad" file="pp.sqrt.krumsiek11.h5ad" ftype="h5" compare="sim_size"/>
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277 </test>
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278 <test>
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279 <conditional name="input">
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280 <param name="format" value="h5ad" />
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281 <param name="adata" value="random-randint.h5ad" />
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282 </conditional>
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283 <conditional name="method">
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284 <param name="method" value="pp.downsample_counts"/>
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285 <param name="target_counts" value="20000"/>
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286 <param name="random_state" value="0"/>
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287 </conditional>
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288 <param name="anndata_output_format" value="h5ad" />
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289 <assert_stdout>
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290 <has_text_matching expression="sc.pp.downsample_counts"/>
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291 <has_text_matching expression="target_counts=20000"/>
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292 <has_text_matching expression="random_state=0"/>
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293 </assert_stdout>
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294 <output name="anndata_out_h5ad" ftype="h5">
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295 <assert_contents>
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296 <has_h5_keys keys="X, obs, var" />
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297 </assert_contents>
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298 </output>
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299 </test>
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300 </tests>
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301 <help><![CDATA[
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302 Normalize total counts per cell (`pp.normalize_per_cell`)
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303 =========================================================
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304
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305 Normalize each cell by total counts over all genes, so that every cell has
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306 the same total count after normalization.
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307
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308 Similar functions are used, for example, by Seurat, Cell Ranger or SPRING.
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309
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310 More details on the `scanpy documentation
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311 <https://scanpy.readthedocs.io/en/latest/api/scanpy.pp.normalize_per_cell.html>`__
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312
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313
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314 Normalization and filtering as of Zheng et al. (2017), the Cell Ranger R Kit of 10x Genomics (`pp.recipe_zheng17`)
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315 ==================================================================================================================
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316
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317 Expects non-logarithmized data. If using logarithmized data, pass `log=False`.
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318
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319 The recipe runs the following steps:
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320
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321 - only consider genes with more than 1 count
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322 - normalize with total UMI count per cell
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323 - select highly-variable genes
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324 - subset the genes
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325 - renormalize after filtering
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326 - log transform (if needed)
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327 - scale to unit variance and shift to zero mean
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328
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329 More details on the `scanpy documentation
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330 <https://scanpy.readthedocs.io/en/latest/api/scanpy.pp.recipe_zheng17.html>`__
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331
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332
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333 Normalization and filtering as of Weinreb et al (2017) (`pp.recipe_weinreb17`)
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334 ==============================================================================
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335
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336 Expects non-logarithmized data. If using logarithmized data, pass `log=False`.
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337
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338 More details on the `scanpy documentation
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339 <https://scanpy.readthedocs.io/en/latest/api/scanpy.pp.recipe_weinreb17.html>`__
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340
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341
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342 Normalization and filtering as of Seurat et al (2015) (`pp.recipe_seurat`)
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343 ==========================================================================
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344
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345 This uses a particular preprocessing.
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346
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347 Expects non-logarithmized data. If using logarithmized data, pass `log=False`.
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348
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349 More details on the `scanpy documentation
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350 <https://scanpy.readthedocs.io/en/latest/api/scanpy.pp.recipe_seurat.html>`__
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351
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352 Logarithmize the data matrix (`pp.log1p`)
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353 =========================================
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354
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355 More details on the `scanpy documentation
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356 <https://scanpy.readthedocs.io/en/latest/api/scanpy.pp.log1p.html>`__
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357
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358 Scale data to unit variance and zero mean (`pp.scale`)
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359 ======================================================
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360
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361 More details on the `scanpy documentation
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362 <https://scanpy.readthedocs.io/en/latest/api/scanpy.pp.scale.html>`__
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363
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364 Computes the square root the data matrix (`pp.sqrt`)
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
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365 ====================================================
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
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366
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
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367 `X = sqrt(X)`
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
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368
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
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369 Downsample counts (`pp.downsample_counts`)
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
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370 ==========================================
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
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371
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
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372 Downsample counts so that each cell has no more than `target_counts`. Cells with fewer counts than `target_counts` are unaffected by this. This
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
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373 has been implemented by M. D. Luecken.
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
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374
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
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375 More details on the `scanpy documentation
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
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376 <https://scanpy.readthedocs.io/en/latest/api/scanpy.pp.downsample_counts.html>`__
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377
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378 ]]></help>
ed64c90a9b93 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/scanpy/ commit 92f85afaed0097d1879317a9f513093fce5481d6
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379 <expand macro="citations"/>
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380 </tool>