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planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/anndata/ commit c1d84c1850c53deccc384de3960d2cec37bb2869
author iuc
date Fri, 08 Nov 2024 21:58:43 +0000
parents 0f1aaff9b22d
children
Ignore whitespace changes - Everywhere: Within whitespace: At end of lines:
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c8e4d0b9ae8c "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/anndata/ commit dc9d19d1f902f3ed54009cd0e68c8518c284b856"
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1 <macros>
9
0f1aaff9b22d planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/anndata/ commit 67b3808b56df343798263ff0c905df8cb789edfa
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2 <token name="@TOOL_VERSION@">0.10.9</token>
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e98619de2776 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/anndata/ commit 656ce7ff596a8870b77848469e85b406c7bd9344
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3 <token name="@VERSION_SUFFIX@">0</token>
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0f1aaff9b22d planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/anndata/ commit 67b3808b56df343798263ff0c905df8cb789edfa
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4 <token name="@PROFILE@">21.09</token>
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5 <xml name="requirements">
c8e4d0b9ae8c "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/anndata/ commit dc9d19d1f902f3ed54009cd0e68c8518c284b856"
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6 <requirements>
7
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7 <requirement type="package" version="@TOOL_VERSION@">anndata</requirement>
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e98619de2776 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/anndata/ commit 656ce7ff596a8870b77848469e85b406c7bd9344
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8 <requirement type="package" version="3.0.6">loompy</requirement>
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c8e4d0b9ae8c "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/anndata/ commit dc9d19d1f902f3ed54009cd0e68c8518c284b856"
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9 <yield />
c8e4d0b9ae8c "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/anndata/ commit dc9d19d1f902f3ed54009cd0e68c8518c284b856"
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10 </requirements>
c8e4d0b9ae8c "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/anndata/ commit dc9d19d1f902f3ed54009cd0e68c8518c284b856"
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11 </xml>
c8e4d0b9ae8c "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/anndata/ commit dc9d19d1f902f3ed54009cd0e68c8518c284b856"
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12 <xml name="citations">
c8e4d0b9ae8c "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/anndata/ commit dc9d19d1f902f3ed54009cd0e68c8518c284b856"
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13 <citations>
c8e4d0b9ae8c "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/anndata/ commit dc9d19d1f902f3ed54009cd0e68c8518c284b856"
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14 <citation type="doi">10.1186/s13059-017-1382-0</citation>
c8e4d0b9ae8c "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/anndata/ commit dc9d19d1f902f3ed54009cd0e68c8518c284b856"
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15 </citations>
c8e4d0b9ae8c "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/anndata/ commit dc9d19d1f902f3ed54009cd0e68c8518c284b856"
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16 </xml>
c8e4d0b9ae8c "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/anndata/ commit dc9d19d1f902f3ed54009cd0e68c8518c284b856"
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17 <xml name="version_command">
c8e4d0b9ae8c "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/anndata/ commit dc9d19d1f902f3ed54009cd0e68c8518c284b856"
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18 <version_command><![CDATA[python -c "import anndata as ad;print('anndata version: %s' % ad.__version__); import loompy;print('\nloompy version: %s' % loompy.__version__)"]]></version_command>
c8e4d0b9ae8c "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/anndata/ commit dc9d19d1f902f3ed54009cd0e68c8518c284b856"
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19 </xml>
c8e4d0b9ae8c "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/anndata/ commit dc9d19d1f902f3ed54009cd0e68c8518c284b856"
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20 <token name="@CMD@"><![CDATA[
c8e4d0b9ae8c "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/anndata/ commit dc9d19d1f902f3ed54009cd0e68c8518c284b856"
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21 cat '$script_file' &&
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22 python '$script_file'
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23 ]]>
c8e4d0b9ae8c "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/anndata/ commit dc9d19d1f902f3ed54009cd0e68c8518c284b856"
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24 </token>
c8e4d0b9ae8c "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/anndata/ commit dc9d19d1f902f3ed54009cd0e68c8518c284b856"
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25 <token name="@CMD_imports@"><![CDATA[
c8e4d0b9ae8c "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/anndata/ commit dc9d19d1f902f3ed54009cd0e68c8518c284b856"
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26 import anndata as ad
c8e4d0b9ae8c "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/anndata/ commit dc9d19d1f902f3ed54009cd0e68c8518c284b856"
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27 ]]>
c8e4d0b9ae8c "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/anndata/ commit dc9d19d1f902f3ed54009cd0e68c8518c284b856"
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28 </token>
c8e4d0b9ae8c "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/anndata/ commit dc9d19d1f902f3ed54009cd0e68c8518c284b856"
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29 <token name="@HELP@"><![CDATA[
c8e4d0b9ae8c "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/anndata/ commit dc9d19d1f902f3ed54009cd0e68c8518c284b856"
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30 **AnnData**
c8e4d0b9ae8c "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/anndata/ commit dc9d19d1f902f3ed54009cd0e68c8518c284b856"
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31
c8e4d0b9ae8c "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/anndata/ commit dc9d19d1f902f3ed54009cd0e68c8518c284b856"
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32 AnnData provides a scalable way of keeping track of data together with learned annotations. It is used within `Scanpy <https://github.com/theislab/scanpy>`__, for which it was initially developed.
c8e4d0b9ae8c "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/anndata/ commit dc9d19d1f902f3ed54009cd0e68c8518c284b856"
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33
c8e4d0b9ae8c "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/anndata/ commit dc9d19d1f902f3ed54009cd0e68c8518c284b856"
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34 AnnData stores a data matrix `X` together with annotations of observations `obs`, variables `var` and unstructured annotations `uns`.
c8e4d0b9ae8c "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/anndata/ commit dc9d19d1f902f3ed54009cd0e68c8518c284b856"
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35
c8e4d0b9ae8c "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/anndata/ commit dc9d19d1f902f3ed54009cd0e68c8518c284b856"
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36 .. image:: https://falexwolf.de/img/scanpy/anndata.svg
c8e4d0b9ae8c "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/anndata/ commit dc9d19d1f902f3ed54009cd0e68c8518c284b856"
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c8e4d0b9ae8c "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/anndata/ commit dc9d19d1f902f3ed54009cd0e68c8518c284b856"
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38
c8e4d0b9ae8c "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/anndata/ commit dc9d19d1f902f3ed54009cd0e68c8518c284b856"
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39 AnnData stores observations (samples) of variables (features) in the rows of a matrix. This is the convention of the modern classics
c8e4d0b9ae8c "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/anndata/ commit dc9d19d1f902f3ed54009cd0e68c8518c284b856"
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40 of statistics (`Hastie et al., 2009 <https://web.stanford.edu/~hastie/ElemStatLearn/>`__) and machine learning (Murphy, 2012), the convention of dataframes both in R and Python and the established statistics
c8e4d0b9ae8c "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/anndata/ commit dc9d19d1f902f3ed54009cd0e68c8518c284b856"
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41 and machine learning packages in Python (statsmodels, scikit-learn).
c8e4d0b9ae8c "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/anndata/ commit dc9d19d1f902f3ed54009cd0e68c8518c284b856"
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42
c8e4d0b9ae8c "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/anndata/ commit dc9d19d1f902f3ed54009cd0e68c8518c284b856"
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43 More details on the `AnnData documentation
6
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44 <https://anndata.readthedocs.io/en/latest/generated/anndata.AnnData.html>`__
0
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45
c8e4d0b9ae8c "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/anndata/ commit dc9d19d1f902f3ed54009cd0e68c8518c284b856"
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46
c8e4d0b9ae8c "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/anndata/ commit dc9d19d1f902f3ed54009cd0e68c8518c284b856"
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47 **Loom data**
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48
c8e4d0b9ae8c "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/anndata/ commit dc9d19d1f902f3ed54009cd0e68c8518c284b856"
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49 Loom files are an efficient file format for very large omics datasets, consisting of a main matrix, optional additional layers, a variable number of row and column annotations, and sparse graph objects.
c8e4d0b9ae8c "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/anndata/ commit dc9d19d1f902f3ed54009cd0e68c8518c284b856"
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50
c8e4d0b9ae8c "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/anndata/ commit dc9d19d1f902f3ed54009cd0e68c8518c284b856"
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51 .. image:: https://linnarssonlab.org/loompy/_images/Loom_components.png
c8e4d0b9ae8c "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/anndata/ commit dc9d19d1f902f3ed54009cd0e68c8518c284b856"
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52
c8e4d0b9ae8c "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/anndata/ commit dc9d19d1f902f3ed54009cd0e68c8518c284b856"
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53
c8e4d0b9ae8c "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/anndata/ commit dc9d19d1f902f3ed54009cd0e68c8518c284b856"
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54 Loom files to store single-cell gene expression data: the main matrix contains the actual expression values (one column per cell, one row per gene); row and column annotations contain metadata for genes
c8e4d0b9ae8c "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/anndata/ commit dc9d19d1f902f3ed54009cd0e68c8518c284b856"
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55 and cells, such as Name, Chromosome, Position (for genes), and Strain, Sex, Age (for cells).
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56
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57 ]]>
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58 </token>
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59 <xml name="params_chunk_X">
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60 <conditional name="chunk">
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61 <param name="info" type="select" label="How to select the chunk?">
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62 <option value="random">Random chunk of defined size</option>
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63 <option value="specified">Specified indices</option>
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64 </param>
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65 <when value="random">
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66 <param name="size" type="integer" value="1000" label="Size of chunk to randomly select"/>
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67 <param name="replace" type="boolean" truevalue="True" falsevalue="False" checked="true" label="Random sampling of indices with replacement?"/>
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68 </when>
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69 <when value="specified">
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70 <param name="list" type="text" value="" label="List of comma-separated indices to return"/>
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71 </when>
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72 </conditional>
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73 </xml>
9
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74 <xml name="sanitize_query" token_validinitial="string.printable">
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75 <sanitizer>
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76 <valid initial="@VALIDINITIAL@">
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77 <remove value="&apos;" />
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78 </valid>
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79 </sanitizer>
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80 </xml>
10
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81 <xml name="bio_tools">
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82 <xrefs>
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83 <xref type="bio.tools">anndata</xref>
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84 </xrefs>
db575b4c8b22 planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/anndata/ commit c1d84c1850c53deccc384de3960d2cec37bb2869
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85 </xml>
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c8e4d0b9ae8c "planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/anndata/ commit dc9d19d1f902f3ed54009cd0e68c8518c284b856"
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86 </macros>