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