Mercurial > repos > shellac > sam_consensus_v3
annotate env/lib/python3.9/site-packages/cwltool-3.0.20210319143721.dist-info/METADATA @ 0:4f3585e2f14b draft default tip
"planemo upload commit 60cee0fc7c0cda8592644e1aad72851dec82c959"
author | shellac |
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date | Mon, 22 Mar 2021 18:12:50 +0000 |
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1 Metadata-Version: 2.1 |
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2 Name: cwltool |
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3 Version: 3.0.20210319143721 |
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4 Summary: Common workflow language reference implementation |
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5 Home-page: https://github.com/common-workflow-language/cwltool |
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6 Author: Common workflow language working group |
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7 Author-email: common-workflow-language@googlegroups.com |
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8 License: UNKNOWN |
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9 Download-URL: https://github.com/common-workflow-language/cwltool |
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10 Platform: UNKNOWN |
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11 Classifier: Development Status :: 5 - Production/Stable |
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12 Classifier: Environment :: Console |
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13 Classifier: Intended Audience :: Developers |
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14 Classifier: Intended Audience :: Science/Research |
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15 Classifier: Intended Audience :: Healthcare Industry |
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16 Classifier: License :: OSI Approved :: Apache Software License |
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17 Classifier: Natural Language :: English |
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18 Classifier: Operating System :: MacOS :: MacOS X |
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19 Classifier: Operating System :: POSIX |
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20 Classifier: Operating System :: POSIX :: Linux |
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21 Classifier: Operating System :: OS Independent |
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22 Classifier: Operating System :: Microsoft :: Windows |
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23 Classifier: Operating System :: Microsoft :: Windows :: Windows 10 |
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24 Classifier: Operating System :: Microsoft :: Windows :: Windows 8.1 |
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25 Classifier: Programming Language :: Python :: 3 |
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26 Classifier: Programming Language :: Python :: 3.6 |
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27 Classifier: Programming Language :: Python :: 3.7 |
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28 Classifier: Programming Language :: Python :: 3.8 |
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29 Classifier: Programming Language :: Python :: 3.9 |
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30 Classifier: Topic :: Scientific/Engineering |
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31 Classifier: Topic :: Scientific/Engineering :: Bio-Informatics |
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32 Classifier: Topic :: Scientific/Engineering :: Astronomy |
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33 Classifier: Topic :: Scientific/Engineering :: Atmospheric Science |
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34 Classifier: Topic :: Scientific/Engineering :: Information Analysis |
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35 Classifier: Topic :: Scientific/Engineering :: Medical Science Apps. |
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36 Classifier: Topic :: System :: Distributed Computing |
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37 Classifier: Topic :: Utilities |
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38 Requires-Python: >=3.6, <4 |
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39 Description-Content-Type: text/x-rst |
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40 Requires-Dist: setuptools |
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41 Requires-Dist: requests (>=2.6.1) |
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42 Requires-Dist: ruamel.yaml (<=0.16.5,>=0.12.4) |
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43 Requires-Dist: rdflib (<5.1.0,>=4.2.2) |
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44 Requires-Dist: shellescape (<3.5,>=3.4.1) |
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45 Requires-Dist: schema-salad (<8,>=7.1) |
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46 Requires-Dist: mypy-extensions |
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47 Requires-Dist: psutil |
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48 Requires-Dist: prov (==1.5.1) |
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49 Requires-Dist: bagit (>=1.6.4) |
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50 Requires-Dist: typing-extensions |
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51 Requires-Dist: coloredlogs |
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52 Requires-Dist: pydot (>=1.4.1) |
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53 Requires-Dist: argcomplete |
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54 Provides-Extra: deps |
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55 Requires-Dist: galaxy-tool-util ; extra == 'deps' |
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56 Provides-Extra: docs |
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57 Requires-Dist: sphinx (>=2.2) ; extra == 'docs' |
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58 Requires-Dist: sphinx-rtd-theme ; extra == 'docs' |
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59 Requires-Dist: sphinx-autoapi ; extra == 'docs' |
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60 Requires-Dist: sphinx-autodoc-typehints ; extra == 'docs' |
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61 Requires-Dist: typed-ast ; (python_version < "3.8") and extra == 'docs' |
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62 |
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63 ================================================================== |
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64 Common Workflow Language tool description reference implementation |
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65 ================================================================== |
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66 |
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67 |Linux Status| |Debian Stable package| |Debian Testing package| |Windows Status| |Coverage Status| |Downloads| |
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68 |
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69 .. |Linux Status| image:: https://github.com/common-workflow-language/cwltool/actions/workflows/ci-tests.yml/badge.svg?branch=main |
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70 :target: https://github.com/common-workflow-language/cwltool/actions/workflows/ci-tests.yml |
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71 |
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72 .. |Debian Stable package| image:: https://badges.debian.net/badges/debian/stable/cwltool/version.svg |
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73 :target: https://packages.debian.org/stable/cwltool |
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74 |
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75 .. |Debian Testing package| image:: https://badges.debian.net/badges/debian/testing/cwltool/version.svg |
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76 :target: https://packages.debian.org/testing/cwltool |
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77 |
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78 .. |Windows Status| image:: https://img.shields.io/appveyor/ci/mr-c/cwltool/main.svg?label=Windows%20builds |
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79 :target: https://ci.appveyor.com/project/mr-c/cwltool |
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80 |
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81 .. |Coverage Status| image:: https://img.shields.io/codecov/c/github/common-workflow-language/cwltool.svg |
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82 :target: https://codecov.io/gh/common-workflow-language/cwltool |
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83 |
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84 .. |Downloads| image:: https://pepy.tech/badge/cwltool/month |
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85 :target: https://pepy.tech/project/cwltool |
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86 |
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87 This is the reference implementation of the Common Workflow Language. It is |
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88 intended to be feature complete and provide comprehensive validation of CWL |
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89 files as well as provide other tools related to working with CWL. |
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90 |
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91 This is written and tested for |
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92 `Python <https://www.python.org/>`_ ``3.x {x = 6, 7, 8, 9}`` |
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93 |
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94 The reference implementation consists of two packages. The ``cwltool`` package |
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95 is the primary Python module containing the reference implementation in the |
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96 ``cwltool`` module and console executable by the same name. |
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97 |
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98 The ``cwlref-runner`` package is optional and provides an additional entry point |
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99 under the alias ``cwl-runner``, which is the implementation-agnostic name for the |
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100 default CWL interpreter installed on a host. |
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101 |
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102 ``cwltool`` is provided by the CWL project, `a member project of Software Freedom Conservancy <https://sfconservancy.org/news/2018/apr/11/cwl-new-member-project/>`_ |
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103 and our `many contributors <https://github.com/common-workflow-language/cwltool/graphs/contributors>`_. |
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104 |
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105 Install |
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106 ------- |
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107 |
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108 ``cwltool`` packages |
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109 ^^^^^^^^^^^^^^^^^^^^ |
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110 |
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111 Your operating system may offer cwltool directly. For `Debian <https://tracker.debian.org/pkg/cwltool>`_, `Ubuntu <https://launchpad.net/ubuntu/+source/cwltool>`_, |
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112 and similar Linux distribution try |
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113 |
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114 .. code:: bash |
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115 |
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116 sudo apt-get install cwltool |
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117 |
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118 If you are running MacOS X or other UNIXes and you want to use packages prepared by the conda-forge project, then |
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119 please follow the install instructions for `conda-forge <https://conda-forge.org/#about>`_ (if you haven't already) and then |
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120 |
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121 .. code:: bash |
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122 |
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123 conda install -c conda-forge cwltool |
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124 |
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125 All of the above methods of installing ``cwltool`` use packages which might contain bugs already fixed in newer versions, or be missing features that you desire. |
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126 If the packaged version of ``cwltool`` available to you is too old, then we recommend installing using ``pip`` and ``venv``:: |
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127 |
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128 .. code:: bash |
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129 |
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130 python3 -m venv env # Create a virtual environment named 'env' in the current directory |
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131 source env/bin/activate # Activate environment before installing `cwltool` |
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132 |
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133 Then install the latest ``cwlref-runner`` package from PyPi (which will install the latest ``cwltool`` package as |
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134 well) |
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135 |
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136 .. code:: bash |
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137 |
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138 pip install cwlref-runner |
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139 |
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140 If installing alongside another CWL implementation (like ``toil-cwl-runner`` or ``arvados-cwl-runner``) then instead run |
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141 |
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142 .. code:: bash |
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143 |
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144 pip install cwltool |
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145 |
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146 MS Windows users |
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147 ^^^^^^^^^^^^^^^^ |
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148 |
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149 1. Install `"Windows Subsystem for Linux 2" (WSL2) and Docker Desktop <https://docs.docker.com/docker-for-windows/wsl/#prerequisites>`_ |
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150 2. Install `Debian from the Microsoft Store <https://www.microsoft.com/en-us/p/debian/9msvkqc78pk6>`_ |
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151 3. Set Debian as your default WSL 2 distro: ``wsl --set-default debian`` |
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152 4. Reboot if you have not yet already. |
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153 5. Launch Debian and follow the Linux instructions above (``apt-get install cwltool`` or use the ``venv`` method) |
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154 |
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155 ``cwltool`` development version |
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156 ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ |
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157 |
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158 Or you can skip the direct ``pip`` commands above and install the latest development version of ``cwltool``: |
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159 |
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160 .. code:: bash |
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161 |
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162 git clone https://github.com/common-workflow-language/cwltool.git # clone (copy) the cwltool git repository |
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163 cd cwltool # Change to source directory that git clone just downloaded |
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164 pip install . # Installs ``cwltool`` from source |
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165 cwltool --version # Check if the installation works correctly |
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166 |
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167 Remember, if co-installing multiple CWL implementations then you need to |
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168 maintain which implementation ``cwl-runner`` points to via a symbolic file |
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169 system link or `another facility <https://wiki.debian.org/DebianAlternatives>`_. |
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170 |
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171 Recommended Software |
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172 ^^^^^^^^^^^^^^^^^^^^ |
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173 |
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174 You may also want to have the following installed: |
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175 - `node.js <https://nodejs.org/en/download/>`_ |
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176 - Docker, udocker, or Singularity (optional) |
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177 |
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178 Without these, some examples in the CWL tutorials at http://www.commonwl.org/user_guide/ may not work. |
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179 |
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180 Run on the command line |
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181 ----------------------- |
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182 |
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183 Simple command:: |
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184 |
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185 cwl-runner [tool-or-workflow-description] [input-job-settings] |
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186 |
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187 Or if you have multiple CWL implementations installed and you want to override |
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188 the default cwl-runner then use:: |
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189 |
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190 cwltool [tool-or-workflow-description] [input-job-settings] |
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191 |
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192 You can set cwltool options in the environment with CWLTOOL_OPTIONS, |
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193 these will be inserted at the beginning of the command line:: |
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194 |
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195 export CWLTOOL_OPTIONS="--debug" |
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196 |
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197 Use with boot2docker on macOS |
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198 ----------------------------- |
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199 boot2docker runs Docker inside a virtual machine and it only mounts ``Users`` |
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200 on it. The default behavior of CWL is to create temporary directories under e.g. |
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201 ``/Var`` which is not accessible to Docker containers. |
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202 |
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203 To run CWL successfully with boot2docker you need to set the ``--tmpdir-prefix`` |
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204 and ``--tmp-outdir-prefix`` to somewhere under ``/Users``:: |
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205 |
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206 $ cwl-runner --tmp-outdir-prefix=/Users/username/project --tmpdir-prefix=/Users/username/project wc-tool.cwl wc-job.json |
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207 |
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208 Using uDocker |
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209 ------------- |
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210 |
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211 Some shared computing environments don't support Docker software containers for technical or policy reasons. |
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212 As a work around, the CWL reference runner supports using alternative ``docker`` implementations on Linux |
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213 with the ``--user-space-docker-cmd`` option. |
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214 |
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215 One such "user space" friendly docker replacement is ``udocker`` https://github.com/indigo-dc/udocker |
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216 |
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217 udocker installation: https://github.com/indigo-dc/udocker/blob/master/doc/installation_manual.md#22-install-from-udockertools-tarball |
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218 |
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219 Run `cwltool` just as you normally would, but with the new option, e.g. from the conformance tests: |
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220 |
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221 .. code:: bash |
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222 |
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223 cwltool --user-space-docker-cmd=udocker https://raw.githubusercontent.com/common-workflow-language/common-workflow-language/main/v1.0/v1.0/test-cwl-out2.cwl https://github.com/common-workflow-language/common-workflow-language/raw/main/v1.0/v1.0/empty.json |
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224 |
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225 ``cwltool`` can also use `Singularity <https://github.com/hpcng/singularity/releases/>`_ version 2.6.1 |
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226 or later as a Docker container runtime. |
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227 ``cwltool`` with Singularity will run software containers specified in |
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228 ``DockerRequirement`` and therefore works with Docker images only, native |
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229 Singularity images are not supported. To use Singularity as the Docker container |
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230 runtime, provide ``--singularity`` command line option to ``cwltool``. |
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231 With Singularity, ``cwltool`` can pass all CWL v1.0 conformance tests, except |
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232 those involving Docker container ENTRYPOINTs. |
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233 |
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234 Example: |
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235 .. code:: bash |
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236 |
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237 cwltool --singularity https://raw.githubusercontent.com/common-workflow-language/common-workflow-language/main/v1.0/v1.0/v1.0/cat3-tool-mediumcut.cwl https://github.com/common-workflow-language/common-workflow-language/blob/main/v1.0/v1.0/cat-job.json |
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238 |
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239 Running a tool or workflow from remote or local locations |
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240 --------------------------------------------------------- |
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241 |
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242 ``cwltool`` can run tool and workflow descriptions on both local and remote |
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243 systems via its support for HTTP[S] URLs. |
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244 |
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245 Input job files and Workflow steps (via the `run` directive) can reference CWL |
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246 documents using absolute or relative local filesytem paths. If a relative path |
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247 is referenced and that document isn't found in the current directory then the |
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248 following locations will be searched: |
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249 http://www.commonwl.org/v1.0/CommandLineTool.html#Discovering_CWL_documents_on_a_local_filesystem |
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250 |
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251 You can also use `cwldep <https://github.com/common-workflow-language/cwldep>` |
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252 to manage dependencies on external tools and workflows. |
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253 |
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254 Overriding workflow requirements at load time |
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255 --------------------------------------------- |
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256 |
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257 Sometimes a workflow needs additional requirements to run in a particular |
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258 environment or with a particular dataset. To avoid the need to modify the |
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259 underlying workflow, cwltool supports requirement "overrides". |
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260 |
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261 The format of the "overrides" object is a mapping of item identifier (workflow, |
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262 workflow step, or command line tool) to the process requirements that should be applied. |
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263 |
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264 .. code:: yaml |
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265 |
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266 cwltool:overrides: |
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267 echo.cwl: |
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268 requirements: |
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269 EnvVarRequirement: |
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270 envDef: |
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271 MESSAGE: override_value |
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272 |
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273 Overrides can be specified either on the command line, or as part of the job |
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274 input document. Workflow steps are identified using the name of the workflow |
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275 file followed by the step name as a document fragment identifier "#id". |
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276 Override identifiers are relative to the toplevel workflow document. |
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277 |
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278 .. code:: bash |
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279 |
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280 cwltool --overrides overrides.yml my-tool.cwl my-job.yml |
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281 |
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282 .. code:: yaml |
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283 |
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284 input_parameter1: value1 |
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285 input_parameter2: value2 |
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286 cwltool:overrides: |
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287 workflow.cwl#step1: |
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288 requirements: |
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289 EnvVarRequirement: |
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290 envDef: |
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291 MESSAGE: override_value |
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292 |
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293 .. code:: bash |
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294 |
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295 cwltool my-tool.cwl my-job-with-overrides.yml |
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296 |
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297 |
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298 Combining parts of a workflow into a single document |
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299 ---------------------------------------------------- |
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300 |
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301 Use ``--pack`` to combine a workflow made up of multiple files into a |
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302 single compound document. This operation takes all the CWL files |
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303 referenced by a workflow and builds a new CWL document with all |
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304 Process objects (CommandLineTool and Workflow) in a list in the |
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305 ``$graph`` field. Cross references (such as ``run:`` and ``source:`` |
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306 fields) are updated to internal references within the new packed |
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307 document. The top level workflow is named ``#main``. |
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308 |
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309 .. code:: bash |
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310 |
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311 cwltool --pack my-wf.cwl > my-packed-wf.cwl |
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312 |
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313 |
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314 Running only part of a workflow |
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315 ------------------------------- |
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316 |
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317 You can run a partial workflow with the ``--target`` (``-t``) option. This |
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318 takes the name of an output parameter, workflow step, or input |
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319 parameter in the top level workflow. You may provide multiple |
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320 targets. |
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321 |
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322 .. code:: bash |
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323 |
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324 cwltool --target step3 my-wf.cwl |
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325 |
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326 If a target is an output parameter, it will only run only the steps |
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327 that contribute to that output. If a target is a workflow step, it |
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328 will run the workflow starting from that step. If a target is an |
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329 input parameter, it will only run only the steps that are connected to |
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330 that input. |
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331 |
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332 Use ``--print-targets`` to get a listing of the targets of a workflow. |
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333 To see exactly which steps will run, use ``--print-subgraph`` with |
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334 ``--target`` to get a printout of the workflow subgraph for the |
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335 selected targets. |
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336 |
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337 .. code:: bash |
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338 |
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339 cwltool --print-targets my-wf.cwl |
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340 |
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341 cwltool --target step3 --print-subgraph my-wf.cwl > my-wf-starting-from-step3.cwl |
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342 |
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343 |
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344 Visualizing a CWL document |
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345 -------------------------- |
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346 |
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347 The ``--print-dot`` option will print a file suitable for Graphviz ``dot`` program. Here is a bash onliner to generate a Scalable Vector Graphic (SVG) file: |
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348 |
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349 .. code:: bash |
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350 |
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351 cwltool --print-dot my-wf.cwl | dot -Tsvg > my-wf.svg |
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352 |
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353 Modeling a CWL document as RDF |
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354 ------------------------------ |
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355 |
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356 CWL documents can be expressed as RDF triple graphs. |
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357 |
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358 .. code:: bash |
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359 |
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360 cwltool --print-rdf --rdf-serializer=turtle mywf.cwl |
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361 |
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362 |
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363 Leveraging SoftwareRequirements (Beta) |
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364 -------------------------------------- |
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365 |
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366 CWL tools may be decorated with ``SoftwareRequirement`` hints that cwltool |
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367 may in turn use to resolve to packages in various package managers or |
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368 dependency management systems such as `Environment Modules |
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369 <http://modules.sourceforge.net/>`__. |
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370 |
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371 Utilizing ``SoftwareRequirement`` hints using cwltool requires an optional |
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372 dependency, for this reason be sure to use specify the ``deps`` modifier when |
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373 installing cwltool. For instance:: |
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374 |
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375 $ pip install 'cwltool[deps]' |
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376 |
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377 Installing cwltool in this fashion enables several new command line options. |
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378 The most general of these options is ``--beta-dependency-resolvers-configuration``. |
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379 This option allows one to specify a dependency resolver's configuration file. |
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380 This file may be specified as either XML or YAML and very simply describes various |
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381 plugins to enable to "resolve" ``SoftwareRequirement`` dependencies. |
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382 |
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383 To discuss some of these plugins and how to configure them, first consider the |
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384 following ``hint`` definition for an example CWL tool. |
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385 |
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386 .. code:: yaml |
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387 |
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388 SoftwareRequirement: |
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389 packages: |
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390 - package: seqtk |
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391 version: |
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392 - r93 |
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393 |
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394 Now imagine deploying cwltool on a cluster with Software Modules installed |
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395 and that a ``seqtk`` module is available at version ``r93``. This means cluster |
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396 users likely won't have the binary ``seqtk`` on their ``PATH`` by default, but after |
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397 sourcing this module with the command ``modulecmd sh load seqtk/r93`` ``seqtk`` is |
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398 available on the ``PATH``. A simple dependency resolvers configuration file, called |
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399 ``dependency-resolvers-conf.yml`` for instance, that would enable cwltool to source |
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400 the correct module environment before executing the above tool would simply be: |
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401 |
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402 .. code:: yaml |
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403 |
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404 - type: modules |
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405 |
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406 The outer list indicates that one plugin is being enabled, the plugin parameters are |
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407 defined as a dictionary for this one list item. There is only one required parameter |
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408 for the plugin above, this is ``type`` and defines the plugin type. This parameter |
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409 is required for all plugins. The available plugins and the parameters |
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410 available for each are documented (incompletely) `here |
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411 <https://docs.galaxyproject.org/en/latest/admin/dependency_resolvers.html>`__. |
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412 Unfortunately, this documentation is in the context of Galaxy tool |
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413 ``requirement`` s instead of CWL ``SoftwareRequirement`` s, but the concepts map fairly directly. |
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414 |
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415 cwltool is distributed with an example of such seqtk tool and sample corresponding |
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416 job. It could executed from the cwltool root using a dependency resolvers |
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417 configuration file such as the above one using the command:: |
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418 |
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419 cwltool --beta-dependency-resolvers-configuration /path/to/dependency-resolvers-conf.yml \ |
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420 tests/seqtk_seq.cwl \ |
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421 tests/seqtk_seq_job.json |
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422 |
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423 This example demonstrates both that cwltool can leverage |
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424 existing software installations and also handle workflows with dependencies |
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425 on different versions of the same software and libraries. However the above |
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426 example does require an existing module setup so it is impossible to test this example |
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427 "out of the box" with cwltool. For a more isolated test that demonstrates all |
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428 the same concepts - the resolver plugin type ``galaxy_packages`` can be used. |
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429 |
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430 "Galaxy packages" are a lighter weight alternative to Environment Modules that are |
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431 really just defined by a way to lay out directories into packages and versions |
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432 to find little scripts that are sourced to modify the environment. They have |
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433 been used for years in Galaxy community to adapt Galaxy tools to cluster |
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434 environments but require neither knowledge of Galaxy nor any special tools to |
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435 setup. These should work just fine for CWL tools. |
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436 |
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437 The cwltool source code repository's test directory is setup with a very simple |
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438 directory that defines a set of "Galaxy packages" (but really just defines one |
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439 package named ``random-lines``). The directory layout is simply:: |
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440 |
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441 tests/test_deps_env/ |
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442 random-lines/ |
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443 1.0/ |
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444 env.sh |
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445 |
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446 If the ``galaxy_packages`` plugin is enabled and pointed at the |
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447 ``tests/test_deps_env`` directory in cwltool's root and a ``SoftwareRequirement`` |
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448 such as the following is encountered. |
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449 |
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450 .. code:: yaml |
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451 |
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452 hints: |
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453 SoftwareRequirement: |
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454 packages: |
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455 - package: 'random-lines' |
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456 version: |
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457 - '1.0' |
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458 |
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459 Then cwltool will simply find that ``env.sh`` file and source it before executing |
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460 the corresponding tool. That ``env.sh`` script is only responsible for modifying |
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461 the job's ``PATH`` to add the required binaries. |
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462 |
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463 This is a full example that works since resolving "Galaxy packages" has no |
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464 external requirements. Try it out by executing the following command from cwltool's |
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465 root directory:: |
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466 |
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467 cwltool --beta-dependency-resolvers-configuration tests/test_deps_env_resolvers_conf.yml \ |
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468 tests/random_lines.cwl \ |
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469 tests/random_lines_job.json |
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470 |
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471 The resolvers configuration file in the above example was simply: |
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472 |
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473 .. code:: yaml |
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474 |
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475 - type: galaxy_packages |
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476 base_path: ./tests/test_deps_env |
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477 |
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478 It is possible that the ``SoftwareRequirement`` s in a given CWL tool will not |
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479 match the module names for a given cluster. Such requirements can be re-mapped |
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480 to specific deployed packages and/or versions using another file specified using |
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481 the resolver plugin parameter `mapping_files`. We will |
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482 demonstrate this using `galaxy_packages` but the concepts apply equally well |
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483 to Environment Modules or Conda packages (described below) for instance. |
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484 |
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485 So consider the resolvers configuration file |
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486 (`tests/test_deps_env_resolvers_conf_rewrite.yml`): |
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487 |
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488 .. code:: yaml |
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489 |
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490 - type: galaxy_packages |
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491 base_path: ./tests/test_deps_env |
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492 mapping_files: ./tests/test_deps_mapping.yml |
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493 |
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494 And the corresponding mapping configuraiton file (`tests/test_deps_mapping.yml`): |
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495 |
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496 .. code:: yaml |
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497 |
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498 - from: |
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499 name: randomLines |
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500 version: 1.0.0-rc1 |
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501 to: |
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502 name: random-lines |
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503 version: '1.0' |
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504 |
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505 This is saying if cwltool encounters a requirement of ``randomLines`` at version |
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506 ``1.0.0-rc1`` in a tool, to rewrite to our specific plugin as ``random-lines`` at |
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507 version ``1.0``. cwltool has such a test tool called ``random_lines_mapping.cwl`` |
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508 that contains such a source ``SoftwareRequirement``. To try out this example with |
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509 mapping, execute the following command from the cwltool root directory:: |
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510 |
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511 cwltool --beta-dependency-resolvers-configuration tests/test_deps_env_resolvers_conf_rewrite.yml \ |
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512 tests/random_lines_mapping.cwl \ |
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513 tests/random_lines_job.json |
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514 |
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515 The previous examples demonstrated leveraging existing infrastructure to |
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516 provide requirements for CWL tools. If instead a real package manager is used |
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517 cwltool has the opportunity to install requirements as needed. While initial |
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518 support for Homebrew/Linuxbrew plugins is available, the most developed such |
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519 plugin is for the `Conda <https://conda.io/docs/#>`__ package manager. Conda has the nice properties |
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520 of allowing multiple versions of a package to be installed simultaneously, |
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521 not requiring evaluated permissions to install Conda itself or packages using |
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522 Conda, and being cross platform. For these reasons, cwltool may run as a normal |
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523 user, install its own Conda environment and manage multiple versions of Conda packages |
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524 on both Linux and Mac OS X. |
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525 |
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526 The Conda plugin can be endlessly configured, but a sensible set of defaults |
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527 that has proven a powerful stack for dependency management within the Galaxy tool |
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528 development ecosystem can be enabled by simply passing cwltool the |
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529 ``--beta-conda-dependencies`` flag. |
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530 |
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531 With this we can use the seqtk example above without Docker and without |
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532 any externally managed services - cwltool should install everything it needs |
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533 and create an environment for the tool. Try it out with the follwing command:: |
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534 |
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535 cwltool --beta-conda-dependencies tests/seqtk_seq.cwl tests/seqtk_seq_job.json |
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536 |
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537 The CWL specification allows URIs to be attached to ``SoftwareRequirement`` s |
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538 that allow disambiguation of package names. If the mapping files described above |
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539 allow deployers to adapt tools to their infrastructure, this mechanism allows |
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540 tools to adapt their requirements to multiple package managers. To demonstrate |
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541 this within the context of the seqtk, we can simply break the package name we |
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542 use and then specify a specific Conda package as follows: |
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543 |
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544 .. code:: yaml |
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545 |
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546 hints: |
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547 SoftwareRequirement: |
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548 packages: |
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549 - package: seqtk_seq |
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550 version: |
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551 - '1.2' |
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552 specs: |
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553 - https://anaconda.org/bioconda/seqtk |
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554 - https://packages.debian.org/sid/seqtk |
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555 |
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556 The example can be executed using the command:: |
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557 |
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558 cwltool --beta-conda-dependencies tests/seqtk_seq_wrong_name.cwl tests/seqtk_seq_job.json |
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559 |
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560 The plugin framework for managing resolution of these software requirements |
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561 as maintained as part of `galaxy-tool-util <https://github.com/galaxyproject/galaxy/tree/dev/packages/tool_util>`__ - a small, |
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562 portable subset of the Galaxy project. More information on configuration and implementation can be found |
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563 at the following links: |
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564 |
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565 - `Dependency Resolvers in Galaxy <https://docs.galaxyproject.org/en/latest/admin/dependency_resolvers.html>`__ |
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566 - `Conda for [Galaxy] Tool Dependencies <https://docs.galaxyproject.org/en/latest/admin/conda_faq.html>`__ |
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567 - `Mapping Files - Implementation <https://github.com/galaxyproject/galaxy/commit/495802d229967771df5b64a2f79b88a0eaf00edb>`__ |
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568 - `Specifications - Implementation <https://github.com/galaxyproject/galaxy/commit/81d71d2e740ee07754785306e4448f8425f890bc>`__ |
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569 - `Initial cwltool Integration Pull Request <https://github.com/common-workflow-language/cwltool/pull/214>`__ |
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570 |
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571 Use with GA4GH Tool Registry API |
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572 -------------------------------- |
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573 |
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574 Cwltool can launch tools directly from `GA4GH Tool Registry API`_ endpoints. |
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575 |
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576 By default, cwltool searches https://dockstore.org/ . Use ``--add-tool-registry`` to add other registries to the search path. |
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577 |
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578 For example :: |
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579 |
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580 cwltool quay.io/collaboratory/dockstore-tool-bamstats:develop test.json |
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581 |
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582 and (defaults to latest when a version is not specified) :: |
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583 |
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584 cwltool quay.io/collaboratory/dockstore-tool-bamstats test.json |
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585 |
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586 For this example, grab the test.json (and input file) from https://github.com/CancerCollaboratory/dockstore-tool-bamstats :: |
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587 |
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588 wget https://dockstore.org/api/api/ga4gh/v2/tools/quay.io%2Fbriandoconnor%2Fdockstore-tool-bamstats/versions/develop/PLAIN-CWL/descriptor/test.json |
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589 wget https://github.com/CancerCollaboratory/dockstore-tool-bamstats/raw/develop/rna.SRR948778.bam |
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590 |
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591 |
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592 .. _`GA4GH Tool Registry API`: https://github.com/ga4gh/tool-registry-schemas |
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593 |
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594 Running MPI-based tools that need to be launched |
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595 ------------------------------------------------ |
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596 |
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597 Cwltool supports an extension to the CWL spec |
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598 ``http://commonwl.org/cwltool#MPIRequirement``. When the tool |
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599 definition has this in its ``requirements``/``hints`` section, and |
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600 cwltool has been run with ``--enable-ext``, then the tool's command |
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601 line will be extended with the commands needed to launch it with |
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602 ``mpirun`` or similar. You can specify the number of processes to |
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603 start as either a literal integer or an expression (that will result |
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604 in an integer). For example:: |
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605 |
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606 #!/usr/bin/env cwl-runner |
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607 cwlVersion: v1.1 |
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608 class: CommandLineTool |
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609 $namespaces: |
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610 cwltool: "http://commonwl.org/cwltool#" |
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611 requirements: |
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612 cwltool:MPIRequirement: |
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613 processes: $(inputs.nproc) |
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614 inputs: |
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615 nproc: |
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616 type: int |
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617 |
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618 Interaction with containers: the MPIRequirement currently prepends its |
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619 commands to the front of the command line that is constructed. If you |
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620 wish to run a containerised application in parallel, for simple use |
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621 cases this does work with Singularity, depending upon the platform |
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622 setup. However this combination should be considered "alpha" -- please |
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623 do report any issues you have! This does not work with Docker at the |
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624 moment. (More precisely, you get `n` copies of the same single process |
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625 image run at the same time that cannot communicate with each other.) |
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626 |
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627 The host-specific parameters are configured in a simple YAML file |
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628 (specified with the ``--mpi-config-file`` flag). The allowed keys are |
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629 given in the following table; all are optional. |
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630 |
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631 +----------------+------------------+----------+------------------------------+ |
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632 | Key | Type | Default | Description | |
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633 +================+==================+==========+==============================+ |
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634 | runner | str | "mpirun" | The primary command to use. | |
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635 +----------------+------------------+----------+------------------------------+ |
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636 | nproc_flag | str | "-n" | Flag to set number of | |
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637 | | | | processes to start. | |
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638 +----------------+------------------+----------+------------------------------+ |
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639 | default_nproc | int | 1 | Default number of processes. | |
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640 +----------------+------------------+----------+------------------------------+ |
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641 | extra_flags | List[str] | [] | A list of any other flags to | |
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642 | | | | be added to the runner's | |
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643 | | | | command line before | |
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644 | | | | the ``baseCommand``. | |
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645 +----------------+------------------+----------+------------------------------+ |
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646 | env_pass | List[str] | [] | A list of environment | |
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647 | | | | variables that should be | |
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648 | | | | passed from the host | |
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649 | | | | environment through to the | |
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650 | | | | tool (e.g. giving the | |
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651 | | | | nodelist as set by your | |
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652 | | | | scheduler). | |
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653 +----------------+------------------+----------+------------------------------+ |
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654 | env_pass_regex | List[str] | [] | A list of python regular | |
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655 | | | | expressions that will be | |
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656 | | | | matched against the host's | |
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657 | | | | environment. Those that match| |
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658 | | | | will be passed through. | |
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659 +----------------+------------------+----------+------------------------------+ |
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660 | env_set | Mapping[str,str] | {} | A dictionary whose keys are | |
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661 | | | | the environment variables set| |
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662 | | | | and the values being the | |
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663 | | | | values. | |
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664 +----------------+------------------+----------+------------------------------+ |
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665 |
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666 |
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667 |
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668 =========== |
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669 Development |
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670 =========== |
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671 |
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672 Running tests locally |
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673 --------------------- |
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674 |
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675 - Running basic tests ``(/tests)``: |
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676 |
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677 To run the basic tests after installing `cwltool` execute the following: |
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678 |
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679 .. code:: bash |
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680 |
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681 pip install -rtest-requirements.txt |
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682 py.test --ignore cwltool/schemas/ --pyarg cwltool |
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683 |
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684 To run various tests in all supported Python environments we use `tox <https://github.com/common-workflow-language/cwltool/tree/main/tox.ini>`_. To run the test suite in all supported Python environments |
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685 first downloading the complete code repository (see the ``git clone`` instructions above) and then run |
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686 the following in the terminal: |
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687 ``pip install tox; tox`` |
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688 |
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689 List of all environment can be seen using: |
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690 ``tox --listenvs`` |
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691 and running a specfic test env using: |
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692 ``tox -e <env name>`` |
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693 and additionally run a specific test using this format: |
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694 ``tox -e py36-unit -- tests/test_examples.py::TestParamMatching`` |
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695 |
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696 - Running the entire suite of CWL conformance tests: |
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697 |
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698 The GitHub repository for the CWL specifications contains a script that tests a CWL |
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699 implementation against a wide array of valid CWL files using the `cwltest <https://github.com/common-workflow-language/cwltest>`_ |
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700 program |
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701 |
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702 Instructions for running these tests can be found in the Common Workflow Language Specification repository at https://github.com/common-workflow-language/common-workflow-language/blob/main/CONFORMANCE_TESTS.md |
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703 |
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704 Import as a module |
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705 ------------------ |
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706 |
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707 Add |
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708 |
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709 .. code:: python |
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710 |
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711 import cwltool |
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712 |
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713 to your script. |
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714 |
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715 The easiest way to use cwltool to run a tool or workflow from Python is to use a Factory |
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716 |
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717 .. code:: python |
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718 |
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719 import cwltool.factory |
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720 fac = cwltool.factory.Factory() |
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721 |
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722 echo = fac.make("echo.cwl") |
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723 result = echo(inp="foo") |
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724 |
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725 # result["out"] == "foo" |
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726 |
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727 |
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728 CWL Tool Control Flow |
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729 --------------------- |
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730 |
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731 Technical outline of how cwltool works internally, for maintainers. |
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732 |
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733 #. Use CWL ``load_tool()`` to load document. |
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734 |
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735 #. Fetches the document from file or URL |
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736 #. Applies preprocessing (syntax/identifier expansion and normalization) |
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737 #. Validates the document based on cwlVersion |
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738 #. If necessary, updates the document to latest spec |
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739 #. Constructs a Process object using ``make_tool()``` callback. This yields a |
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740 CommandLineTool, Workflow, or ExpressionTool. For workflows, this |
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741 recursively constructs each workflow step. |
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742 #. To construct custom types for CommandLineTool, Workflow, or |
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743 ExpressionTool, provide a custom ``make_tool()`` |
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744 |
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745 #. Iterate on the ``job()`` method of the Process object to get back runnable jobs. |
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746 |
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747 #. ``job()`` is a generator method (uses the Python iterator protocol) |
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748 #. Each time the ``job()`` method is invoked in an iteration, it returns one |
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749 of: a runnable item (an object with a ``run()`` method), ``None`` (indicating |
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750 there is currently no work ready to run) or end of iteration (indicating |
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751 the process is complete.) |
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752 #. Invoke the runnable item by calling ``run()``. This runs the tool and gets output. |
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753 #. Output of a process is reported by an output callback. |
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754 #. ``job()`` may be iterated over multiple times. It will yield all the work |
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755 that is currently ready to run and then yield None. |
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756 |
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757 #. ``Workflow`` objects create a corresponding ``WorkflowJob`` and ``WorkflowJobStep`` objects to hold the workflow state for the duration of the job invocation. |
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758 |
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759 #. The WorkflowJob iterates over each WorkflowJobStep and determines if the |
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760 inputs the step are ready. |
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761 #. When a step is ready, it constructs an input object for that step and |
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762 iterates on the ``job()`` method of the workflow job step. |
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763 #. Each runnable item is yielded back up to top level run loop |
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764 #. When a step job completes and receives an output callback, the |
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765 job outputs are assigned to the output of the workflow step. |
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766 #. When all steps are complete, the intermediate files are moved to a final |
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767 workflow output, intermediate directories are deleted, and the output |
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768 callback for the workflow is called. |
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769 |
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770 #. ``CommandLineTool`` job() objects yield a single runnable object. |
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771 |
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772 #. The CommandLineTool ``job()`` method calls ``make_job_runner()`` to create a |
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773 ``CommandLineJob`` object |
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774 #. The job method configures the CommandLineJob object by setting public |
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775 attributes |
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776 #. The job method iterates over file and directories inputs to the |
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777 CommandLineTool and creates a "path map". |
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778 #. Files are mapped from their "resolved" location to a "target" path where |
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779 they will appear at tool invocation (for example, a location inside a |
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780 Docker container.) The target paths are used on the command line. |
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781 #. Files are staged to targets paths using either Docker volume binds (when |
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782 using containers) or symlinks (if not). This staging step enables files |
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783 to be logically rearranged or renamed independent of their source layout. |
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784 #. The ``run()`` method of CommandLineJob executes the command line tool or |
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785 Docker container, waits for it to complete, collects output, and makes |
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786 the output callback. |
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787 |
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788 |
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789 Extension points |
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790 ---------------- |
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791 |
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792 The following functions can be passed to main() to override or augment |
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793 the listed behaviors. |
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794 |
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795 executor |
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796 :: |
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797 |
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798 executor(tool, job_order_object, runtimeContext, logger) |
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799 (Process, Dict[Text, Any], RuntimeContext) -> Tuple[Dict[Text, Any], Text] |
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800 |
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801 An implementation of the toplevel workflow execution loop, should |
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802 synchronously run a process object to completion and return the |
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803 output object. |
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804 |
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805 versionfunc |
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806 :: |
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807 |
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808 () |
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809 () -> Text |
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810 |
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811 Return version string. |
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812 |
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813 logger_handler |
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814 :: |
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815 |
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816 logger_handler |
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817 logging.Handler |
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818 |
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819 Handler object for logging. |
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820 |
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821 The following functions can be set in LoadingContext to override or |
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822 augment the listed behaviors. |
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823 |
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824 fetcher_constructor |
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825 :: |
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826 |
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827 fetcher_constructor(cache, session) |
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828 (Dict[unicode, unicode], requests.sessions.Session) -> Fetcher |
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829 |
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830 Construct a Fetcher object with the supplied cache and HTTP session. |
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831 |
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832 resolver |
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833 :: |
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834 |
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835 resolver(document_loader, document) |
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836 (Loader, Union[Text, dict[Text, Any]]) -> Text |
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837 |
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838 Resolve a relative document identifier to an absolute one which can be fetched. |
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839 |
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840 The following functions can be set in RuntimeContext to override or |
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841 augment the listed behaviors. |
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842 |
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843 construct_tool_object |
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844 :: |
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845 |
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846 construct_tool_object(toolpath_object, loadingContext) |
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847 (MutableMapping[Text, Any], LoadingContext) -> Process |
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848 |
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849 Hook to construct a Process object (eg CommandLineTool) object from a document. |
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850 |
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851 select_resources |
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852 :: |
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853 |
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854 selectResources(request) |
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855 (Dict[str, int], RuntimeContext) -> Dict[Text, int] |
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856 |
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857 Take a resource request and turn it into a concrete resource assignment. |
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858 |
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859 make_fs_access |
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860 :: |
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861 |
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862 make_fs_access(basedir) |
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863 (Text) -> StdFsAccess |
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864 |
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865 Return a file system access object. |
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866 |
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867 In addition, when providing custom subclasses of Process objects, you can override the following methods: |
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868 |
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869 CommandLineTool.make_job_runner |
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870 :: |
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871 |
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872 make_job_runner(RuntimeContext) |
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873 (RuntimeContext) -> Type[JobBase] |
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874 |
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875 Create and return a job runner object (this implements concrete execution of a command line tool). |
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876 |
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877 Workflow.make_workflow_step |
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878 :: |
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879 |
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880 make_workflow_step(toolpath_object, pos, loadingContext, parentworkflowProv) |
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881 (Dict[Text, Any], int, LoadingContext, Optional[ProvenanceProfile]) -> WorkflowStep |
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882 |
4f3585e2f14b
"planemo upload commit 60cee0fc7c0cda8592644e1aad72851dec82c959"
shellac
parents:
diff
changeset
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883 Create and return a workflow step object. |
4f3585e2f14b
"planemo upload commit 60cee0fc7c0cda8592644e1aad72851dec82c959"
shellac
parents:
diff
changeset
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884 |
4f3585e2f14b
"planemo upload commit 60cee0fc7c0cda8592644e1aad72851dec82c959"
shellac
parents:
diff
changeset
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885 |