Mercurial > repos > galaxyp > openms_mapalignerspectrum
annotate readme.md @ 5:eb4c663659f7 draft
"planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/openms commit f5fcdd54599554099fb00b1973cc91a766ad246a"
author | galaxyp |
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date | Wed, 23 Sep 2020 14:58:03 +0000 |
parents | b5b03aacbfd9 |
children | 085863ba8f0e |
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788f648028e0
planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/openms commit 58476cadaaf10b494317a604ad81d41c2d15f29b
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1 Galaxy wrapper for OpenMS |
788f648028e0
planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/openms commit 58476cadaaf10b494317a604ad81d41c2d15f29b
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2 ========================= |
788f648028e0
planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/openms commit 58476cadaaf10b494317a604ad81d41c2d15f29b
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3 |
788f648028e0
planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/openms commit 58476cadaaf10b494317a604ad81d41c2d15f29b
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4 OpenMS is an open-source software C++ library for LC/MS data management and analyses. |
788f648028e0
planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/openms commit 58476cadaaf10b494317a604ad81d41c2d15f29b
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5 It offers an infrastructure for the rapid development of mass spectrometry related software. |
788f648028e0
planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/openms commit 58476cadaaf10b494317a604ad81d41c2d15f29b
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6 OpenMS is free software available under the three clause BSD license and runs under Windows, MacOSX and Linux. |
788f648028e0
planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/openms commit 58476cadaaf10b494317a604ad81d41c2d15f29b
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7 |
788f648028e0
planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/openms commit 58476cadaaf10b494317a604ad81d41c2d15f29b
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8 More informations are available at: |
788f648028e0
planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/openms commit 58476cadaaf10b494317a604ad81d41c2d15f29b
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9 |
788f648028e0
planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/openms commit 58476cadaaf10b494317a604ad81d41c2d15f29b
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10 * https://github.com/OpenMS/OpenMS |
4
b5b03aacbfd9
"planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/openms commit 020906fb54bde7fc143c356f41975c378a741315"
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11 * https://www.openms.de/ |
b5b03aacbfd9
"planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/openms commit 020906fb54bde7fc143c356f41975c378a741315"
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12 |
b5b03aacbfd9
"planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/openms commit 020906fb54bde7fc143c356f41975c378a741315"
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13 The wrappers for these tools and most of their tests are automatically |
b5b03aacbfd9
"planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/openms commit 020906fb54bde7fc143c356f41975c378a741315"
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14 generated using the `generate.sh` script. The generation of the tools is |
b5b03aacbfd9
"planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/openms commit 020906fb54bde7fc143c356f41975c378a741315"
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15 based on the CTDConverter (https://github.com/WorkflowConversion/CTDConverter) |
b5b03aacbfd9
"planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/openms commit 020906fb54bde7fc143c356f41975c378a741315"
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16 which can be fine tuned via the `hardcoded_params.json` file. This file allows |
b5b03aacbfd9
"planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/openms commit 020906fb54bde7fc143c356f41975c378a741315"
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17 to blacklist and hardcode parameters and to modify or set arbitrary |
b5b03aacbfd9
"planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/openms commit 020906fb54bde7fc143c356f41975c378a741315"
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18 CTD/XML attributes. |
b5b03aacbfd9
"planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/openms commit 020906fb54bde7fc143c356f41975c378a741315"
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19 |
b5b03aacbfd9
"planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/openms commit 020906fb54bde7fc143c356f41975c378a741315"
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20 Note that, due to its size, the test data is excluded from this repository. In |
b5b03aacbfd9
"planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/openms commit 020906fb54bde7fc143c356f41975c378a741315"
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21 order to generate the test data on call `test-data.sh`. |
b5b03aacbfd9
"planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/openms commit 020906fb54bde7fc143c356f41975c378a741315"
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22 |
b5b03aacbfd9
"planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/openms commit 020906fb54bde7fc143c356f41975c378a741315"
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23 Manual updates should only be done to |
b5b03aacbfd9
"planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/openms commit 020906fb54bde7fc143c356f41975c378a741315"
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24 |
b5b03aacbfd9
"planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/openms commit 020906fb54bde7fc143c356f41975c378a741315"
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25 - the `@GALAXY_VERSION@"` token in `macros.xml` |
b5b03aacbfd9
"planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/openms commit 020906fb54bde7fc143c356f41975c378a741315"
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26 - and the manually contributed tests in `macros_test.xml` (The goal is that all |
b5b03aacbfd9
"planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/openms commit 020906fb54bde7fc143c356f41975c378a741315"
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27 tools that do not have an automatically generated test are covered here) |
b5b03aacbfd9
"planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/openms commit 020906fb54bde7fc143c356f41975c378a741315"
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28 - the `hardcoded_params.json` files |
b5b03aacbfd9
"planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/openms commit 020906fb54bde7fc143c356f41975c378a741315"
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29 |
b5b03aacbfd9
"planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/openms commit 020906fb54bde7fc143c356f41975c378a741315"
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30 In a few cases patches may be acceptable. |
b5b03aacbfd9
"planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/openms commit 020906fb54bde7fc143c356f41975c378a741315"
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31 |
b5b03aacbfd9
"planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/openms commit 020906fb54bde7fc143c356f41975c378a741315"
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32 Installation |
b5b03aacbfd9
"planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/openms commit 020906fb54bde7fc143c356f41975c378a741315"
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33 ============ |
b5b03aacbfd9
"planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/openms commit 020906fb54bde7fc143c356f41975c378a741315"
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34 |
b5b03aacbfd9
"planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/openms commit 020906fb54bde7fc143c356f41975c378a741315"
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35 The Galaxy OpenMS tools can be installed from the toolshed. While most tools |
b5b03aacbfd9
"planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/openms commit 020906fb54bde7fc143c356f41975c378a741315"
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36 will work out of the box some need attention since requirements can not be |
b5b03aacbfd9
"planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/openms commit 020906fb54bde7fc143c356f41975c378a741315"
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37 fulfilled via Conda: |
b5b03aacbfd9
"planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/openms commit 020906fb54bde7fc143c356f41975c378a741315"
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38 |
b5b03aacbfd9
"planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/openms commit 020906fb54bde7fc143c356f41975c378a741315"
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39 Not yet in Conda are: |
b5b03aacbfd9
"planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/openms commit 020906fb54bde7fc143c356f41975c378a741315"
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40 |
b5b03aacbfd9
"planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/openms commit 020906fb54bde7fc143c356f41975c378a741315"
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41 - SpectraST (http://tools.proteomecenter.org/wiki/index.php?title=SpectraST) |
b5b03aacbfd9
"planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/openms commit 020906fb54bde7fc143c356f41975c378a741315"
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42 - MaRaCluster (https://github.com/statisticalbiotechnology/maracluster) |
b5b03aacbfd9
"planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/openms commit 020906fb54bde7fc143c356f41975c378a741315"
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43 |
b5b03aacbfd9
"planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/openms commit 020906fb54bde7fc143c356f41975c378a741315"
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44 Binaries for these tools can easily be obtained via: |
b5b03aacbfd9
"planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/openms commit 020906fb54bde7fc143c356f41975c378a741315"
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45 |
b5b03aacbfd9
"planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/openms commit 020906fb54bde7fc143c356f41975c378a741315"
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46 ``` |
b5b03aacbfd9
"planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/openms commit 020906fb54bde7fc143c356f41975c378a741315"
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47 VERSION=.... |
b5b03aacbfd9
"planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/openms commit 020906fb54bde7fc143c356f41975c378a741315"
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48 git git clone -b release/$VERSION.0 https://github.com/OpenMS/OpenMS.git OpenMS$VERSION.0-git |
b5b03aacbfd9
"planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/openms commit 020906fb54bde7fc143c356f41975c378a741315"
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49 git submodule init OpenMS$VERSION.0-git |
b5b03aacbfd9
"planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/openms commit 020906fb54bde7fc143c356f41975c378a741315"
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50 git submodule update OpenMS$VERSION.0-git |
b5b03aacbfd9
"planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/openms commit 020906fb54bde7fc143c356f41975c378a741315"
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51 ``` |
b5b03aacbfd9
"planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/openms commit 020906fb54bde7fc143c356f41975c378a741315"
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52 |
b5b03aacbfd9
"planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/openms commit 020906fb54bde7fc143c356f41975c378a741315"
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53 They are located in `OpenMS$VERSION-git/THIRDPARTY/`. |
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788f648028e0
planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/openms commit 58476cadaaf10b494317a604ad81d41c2d15f29b
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54 |
4
b5b03aacbfd9
"planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/openms commit 020906fb54bde7fc143c356f41975c378a741315"
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55 Not in Conda due to licencing restrictions: |
b5b03aacbfd9
"planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/openms commit 020906fb54bde7fc143c356f41975c378a741315"
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56 |
b5b03aacbfd9
"planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/openms commit 020906fb54bde7fc143c356f41975c378a741315"
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57 - Mascot http://www.matrixscience.com/ |
b5b03aacbfd9
"planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/openms commit 020906fb54bde7fc143c356f41975c378a741315"
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58 - MSFragger https://github.com/Nesvilab/MSFragger |
b5b03aacbfd9
"planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/openms commit 020906fb54bde7fc143c356f41975c378a741315"
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59 - Novor http://www.rapidnovor.org/novor |
b5b03aacbfd9
"planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/openms commit 020906fb54bde7fc143c356f41975c378a741315"
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60 |
b5b03aacbfd9
"planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/openms commit 020906fb54bde7fc143c356f41975c378a741315"
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61 There are multiple ways to enable the Galaxy tools to use these binaries. |
b5b03aacbfd9
"planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/openms commit 020906fb54bde7fc143c356f41975c378a741315"
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62 |
b5b03aacbfd9
"planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/openms commit 020906fb54bde7fc143c356f41975c378a741315"
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63 - Just copy them to the `bin` path within Galaxy's conda environment |
b5b03aacbfd9
"planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/openms commit 020906fb54bde7fc143c356f41975c378a741315"
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64 - Put them in any other path that that is included in PATH |
b5b03aacbfd9
"planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/openms commit 020906fb54bde7fc143c356f41975c378a741315"
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65 - Edit the corresponding tools: In the command line part search for the parameters `-executable`, `-maracluster_executable`, or `-mascot_directory` and edit them appropriately. |
b5b03aacbfd9
"planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/openms commit 020906fb54bde7fc143c356f41975c378a741315"
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66 |
b5b03aacbfd9
"planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/openms commit 020906fb54bde7fc143c356f41975c378a741315"
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67 Working |
b5b03aacbfd9
"planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/openms commit 020906fb54bde7fc143c356f41975c378a741315"
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68 ======= |
b5b03aacbfd9
"planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/openms commit 020906fb54bde7fc143c356f41975c378a741315"
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69 |
b5b03aacbfd9
"planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/openms commit 020906fb54bde7fc143c356f41975c378a741315"
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70 The tools work by: |
b5b03aacbfd9
"planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/openms commit 020906fb54bde7fc143c356f41975c378a741315"
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71 |
b5b03aacbfd9
"planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/openms commit 020906fb54bde7fc143c356f41975c378a741315"
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72 Preprocessing: |
b5b03aacbfd9
"planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/openms commit 020906fb54bde7fc143c356f41975c378a741315"
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73 |
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"planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/openms commit 020906fb54bde7fc143c356f41975c378a741315"
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74 - For each input / output data set parameter a directory is crated (named by |
b5b03aacbfd9
"planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/openms commit 020906fb54bde7fc143c356f41975c378a741315"
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75 the parameter) |
b5b03aacbfd9
"planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/openms commit 020906fb54bde7fc143c356f41975c378a741315"
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76 - For input data set parameters the links to the actual location of the data |
b5b03aacbfd9
"planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/openms commit 020906fb54bde7fc143c356f41975c378a741315"
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77 sets are created |
b5b03aacbfd9
"planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/openms commit 020906fb54bde7fc143c356f41975c378a741315"
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78 |
b5b03aacbfd9
"planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/openms commit 020906fb54bde7fc143c356f41975c378a741315"
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79 Main: |
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80 |
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81 - The galaxy wrapper create two json config files: one containing the |
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"planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/openms commit 020906fb54bde7fc143c356f41975c378a741315"
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82 parameters and the values chosen by the user and the other the values of |
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"planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/openms commit 020906fb54bde7fc143c356f41975c378a741315"
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83 hardcoded parameters. |
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84 - With `OpenMSTool -write_ctd ./` a CTD (names OpenMSTool.ctd) file is |
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"planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/openms commit 020906fb54bde7fc143c356f41975c378a741315"
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85 generated that contains the default values. |
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"planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/openms commit 020906fb54bde7fc143c356f41975c378a741315"
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86 - A call to `fill_ctd.py` fills in the values from the json config files into |
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"planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/openms commit 020906fb54bde7fc143c356f41975c378a741315"
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87 the CTD file |
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88 - The actual tool is called `OpenMSTool -ini OpenMSTool.ctd` and also all input |
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"planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/openms commit 020906fb54bde7fc143c356f41975c378a741315"
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89 and output parameters are given on the command line. |
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"planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/openms commit 020906fb54bde7fc143c356f41975c378a741315"
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90 |
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"planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/openms commit 020906fb54bde7fc143c356f41975c378a741315"
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91 Postprocessing: |
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92 |
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93 - output data sets are moved to the final locations |
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94 |
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95 Note: The reason for handling data sets on the command line (and not specifying |
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"planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/openms commit 020906fb54bde7fc143c356f41975c378a741315"
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96 them in the CTD file) is mainly that all files in Galaxy have the extension |
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"planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/openms commit 020906fb54bde7fc143c356f41975c378a741315"
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97 `.dat` and OpenMS tools require an appropriate extension. But this may change |
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98 in the future. |
0
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99 |
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100 Generating OpenMS wrappers |
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101 ========================== |
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102 |
4
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103 1. remove old test data: `rm -rf $(ls -d test-data/* | egrep -v "random|\.loc")` |
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"planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/openms commit 020906fb54bde7fc143c356f41975c378a741315"
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104 2. `./generate.sh` |
0
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105 |
4
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106 Whats happening: |
0
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107 |
4
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108 1. The binaries of the OpenMS package can generate a CTD file that describes |
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"planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/openms commit 020906fb54bde7fc143c356f41975c378a741315"
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109 the parameters. These CTD files are converted to xml Galaxy tool descriptions |
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"planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/openms commit 020906fb54bde7fc143c356f41975c378a741315"
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110 using the `CTDConverter`. |
0
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111 |
4
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112 2. The CI testing framework of OpenMS contains command lines and test data |
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"planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/openms commit 020906fb54bde7fc143c356f41975c378a741315"
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113 (https://github.com/OpenMS/OpenMS/tree/develop/src/tests/topp). These tests |
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"planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/openms commit 020906fb54bde7fc143c356f41975c378a741315"
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114 are described in two CMake files. |
0
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115 |
4
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116 - From these CMake files Galaxy tests are auto generated and stored in `macros_autotest.xml` |
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"planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/openms commit 020906fb54bde7fc143c356f41975c378a741315"
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117 - The command lines are stored in `prepare_test_data.sh` for regeneration of test data |
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118 |
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119 More details can be found in the comments of the shell script. |
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120 |
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121 Open problems |
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122 ============= |
0
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123 |
4
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124 Some tools stall in CI testing using `--biocontainers` which is why the OpenMS |
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125 tools are currently listed in `.tt_biocontainer_skip`. This is |
0
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126 |
4
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127 - AssayGeneratorMetabo and SiriusAdapter (both depend on sirius) |
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128 - OMSSAAdapter |
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129 |
4
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130 Using `docker -t` seems to solve the problem (see |
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131 https://github.com/galaxyproject/galaxy/issues/10153). |
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132 |
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133 Licence (MIT) |
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134 ============= |
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135 |
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136 Permission is hereby granted, free of charge, to any person obtaining a copy |
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137 of this software and associated documentation files (the "Software"), to deal |
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138 in the Software without restriction, including without limitation the rights |
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139 to use, copy, modify, merge, publish, distribute, sublicense, and/or sell |
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140 copies of the Software, and to permit persons to whom the Software is |
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141 furnished to do so, subject to the following conditions: |
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142 |
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143 The above copyright notice and this permission notice shall be included in |
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144 all copies or substantial portions of the Software. |
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145 |
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146 THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR |
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147 IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, |
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148 FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE |
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149 AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER |
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150 LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, |
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151 OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN |
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152 THE SOFTWARE. |
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153 |