- Welcome:
- user/index.html.textile.liquid
- user/getting_started/community.html.textile.liquid
- - Run a pipeline using Workbench:
+ - Run a workflow using Workbench:
- user/getting_started/workbench.html.textile.liquid
- user/tutorials/tutorial-pipeline-workbench.html.textile.liquid
- Access an Arvados virtual machine:
- user/cwl/cwl-runner.html.textile.liquid
- user/cwl/cwl-style.html.textile.liquid
- Working on the command line:
+ - user/topics/running-workflow-command-line.html.textile.liquid
- user/topics/running-pipeline-command-line.html.textile.liquid
- user/topics/arv-run.html.textile.liquid
- Working with git repositories:
- user/tutorials/add-new-repository.html.textile.liquid
- user/tutorials/git-arvados-guide.html.textile.liquid
- - Develop an Arvados pipeline:
+ - Develop an Arvados workflow:
- user/tutorials/intro-crunch.html.textile.liquid
+ - user/tutorials/writing-cwl-workflow.html.textile.liquid
- user/tutorials/running-external-program.html.textile.liquid
- user/topics/crunch-tools-overview.html.textile.liquid
- user/tutorials/tutorial-firstscript.html.textile.liquid
--- /dev/null
+h3. Submit a workflow and wait for results
+
+Use @arvados-cwl-runner@ to submit CWL workflows to Arvados. After submitting the job, it will wait for the workflow to complete and print out the final result to standard output.
+
+*Note:* Once submitted, the workflow runs entirely on Arvados, so even if you interrupt @arvados-cwl-runner@ or log out, the workflow will continue to run.
+
+<notextile>
+<pre><code>~/arvados/doc/user/cwl/bwa-mem$ <span class="userinput">arvados-cwl-runner bwa-mem.cwl bwa-mem-input.yml</span>
+arvados-cwl-runner 1.0.20160628195002, arvados-python-client 0.1.20160616015107, cwltool 1.0.20160629140624
+2016-06-30 14:56:36 arvados.arv-run[27002] INFO: Upload local files: "bwa-mem.cwl"
+2016-06-30 14:56:36 arvados.arv-run[27002] INFO: Uploaded to qr1hi-4zz18-h7ljh5u76760ww2
+2016-06-30 14:56:40 arvados.cwl-runner[27002] INFO: Submitted job qr1hi-8i9sb-fm2n3b1w0l6bskg
+2016-06-30 14:56:41 arvados.cwl-runner[27002] INFO: Job bwa-mem.cwl (qr1hi-8i9sb-fm2n3b1w0l6bskg) is Running
+2016-06-30 14:57:12 arvados.cwl-runner[27002] INFO: Job bwa-mem.cwl (qr1hi-8i9sb-fm2n3b1w0l6bskg) is Complete
+2016-06-30 14:57:12 arvados.cwl-runner[27002] INFO: Overall process status is success
+{
+ "aligned_sam": {
+ "path": "keep:54325254b226664960de07b3b9482349+154/HWI-ST1027_129_D0THKACXX.1_1.sam",
+ "checksum": "sha1$0dc46a3126d0b5d4ce213b5f0e86e2d05a54755a",
+ "class": "File",
+ "size": 30738986
+ }
+}
+</code></pre>
+</notextile>
+
+h3. Submit a workflow with no waiting
+
+To submit a workflow and exit immediately, use the @--no-wait@ option. This will submit the workflow to Arvados, print out the uuid of the job that was submitted to standard output, and exit.
+
+<notextile>
+<pre><code>~/arvados/doc/user/cwl/bwa-mem$ <span class="userinput">arvados-cwl-runner --no-wait bwa-mem.cwl bwa-mem-input.yml</span>
+arvados-cwl-runner 1.0.20160628195002, arvados-python-client 0.1.20160616015107, cwltool 1.0.20160629140624
+2016-06-30 15:07:52 arvados.arv-run[12480] INFO: Upload local files: "bwa-mem.cwl"
+2016-06-30 15:07:52 arvados.arv-run[12480] INFO: Uploaded to qr1hi-4zz18-eqnfwrow8aysa9q
+2016-06-30 15:07:52 arvados.cwl-runner[12480] INFO: Submitted job qr1hi-8i9sb-fm2n3b1w0l6bskg
+qr1hi-8i9sb-fm2n3b1w0l6bskg
+</code></pre>
+</notextile>
+
+h3. Run a workflow locally
+
+To run a workflow with local control, use @--local@. This means that the host where you run @arvados-cwl-runner@ will be responsible for submitting jobs. With @--local@, if you interrupt @arvados-cwl-runner@ or log out, the workflow will be terminated.
+
+<notextile>
+<pre><code>~/arvados/doc/user/cwl/bwa-mem$ <span class="userinput">arvados-cwl-runner --local bwa-mem.cwl bwa-mem-input.yml</span>
+arvados-cwl-runner 1.0.20160628195002, arvados-python-client 0.1.20160616015107, cwltool 1.0.20160629140624
+2016-07-01 10:05:19 arvados.cwl-runner[16290] INFO: Pipeline instance qr1hi-d1hrv-92wcu6ldtio74r4
+2016-07-01 10:05:28 arvados.cwl-runner[16290] INFO: Job bwa-mem.cwl (qr1hi-8i9sb-2nzzfbuf9zjrj4g) is Queued
+2016-07-01 10:05:29 arvados.cwl-runner[16290] INFO: Job bwa-mem.cwl (qr1hi-8i9sb-2nzzfbuf9zjrj4g) is Running
+2016-07-01 10:05:45 arvados.cwl-runner[16290] INFO: Job bwa-mem.cwl (qr1hi-8i9sb-2nzzfbuf9zjrj4g) is Complete
+2016-07-01 10:05:46 arvados.cwl-runner[16290] INFO: Overall process status is success
+{
+ "aligned_sam": {
+ "size": 30738986,
+ "path": "keep:15f56bad0aaa7364819bf14ca2a27c63+88/HWI-ST1027_129_D0THKACXX.1_1.sam",
+ "checksum": "sha1$0dc46a3126d0b5d4ce213b5f0e86e2d05a54755a",
+ "class": "File"
+ }
+}
+</code></pre>
+</notextile>
--- /dev/null
+<notextile>
+<pre><code>~/arvados/doc/user/cwl/bwa-mem$ <span class="userinput">arvados-cwl-runner --create-workflow bwa-mem.cwl</span>
+arvados-cwl-runner 1.0.20160628195002, arvados-python-client 0.1.20160616015107, cwltool 1.0.20160629140624
+2016-07-01 12:21:01 arvados.arv-run[15796] INFO: Upload local files: "bwa-mem.cwl"
+2016-07-01 12:21:01 arvados.arv-run[15796] INFO: Uploaded to qr1hi-4zz18-7e0hedrmkuyoei3
+2016-07-01 12:21:01 arvados.cwl-runner[15796] INFO: Created template qr1hi-p5p6p-rjleou1dwr167v5
+qr1hi-p5p6p-rjleou1dwr167v5
+</code></pre>
+</notextile>
+
+You can provide a partial input file to set default values for the workflow input parameters:
+
+<notextile>
+<pre><code>~/arvados/doc/user/cwl/bwa-mem$ <span class="userinput">arvados-cwl-runner --create-workflow bwa-mem.cwl bwa-mem-template.yml</span>
+arvados-cwl-runner 1.0.20160628195002, arvados-python-client 0.1.20160616015107, cwltool 1.0.20160629140624
+2016-07-01 14:09:50 arvados.arv-run[3730] INFO: Upload local files: "bwa-mem.cwl"
+2016-07-01 14:09:50 arvados.arv-run[3730] INFO: Uploaded to qr1hi-4zz18-0f91qkovk4ml18o
+2016-07-01 14:09:50 arvados.cwl-runner[3730] INFO: Created template qr1hi-p5p6p-0deqe6nuuyqns2i
+qr1hi-p5p6p-0deqe6nuuyqns2i
+</code></pre>
+</notextile>
--- /dev/null
+The "Common Workflow Language (CWL)":http://commonwl.org is a multi-vendor open standard for describing analysis tools and workflows that are portable across a variety of platforms. CWL is the recommended way to develop and run workflows for Arvados. Arvados supports the "CWL v1.0":http://commonwl.org/v1.0 specification.
title: Using Common Workflow Language
...
-The "Common Workflow Language (CWL)":http://commonwl.org is a multi-vendor open standard for describing analysis tools and workflows that are portable across a variety of platforms. CWL is the recommended way to develop and run workflows for Arvados. Arvados supports the "CWL v1.0":http://commonwl.org/v1.0 specification.
+{% include 'what_is_cwl' %}
{% include 'tutorial_expectations' %}
-h2. Setting up
+h2. Preparing to work with Arvados cwl runner
-The @arvados-cwl-runner@ client is installed by default on Arvados shell nodes. However, if you do not have @arvados-cwl-runner@, you may install it using @pip@:
+h3. arvados-cwl-runner
+
+The @arvados-cwl-runner@ client is installed by default on Arvados shell nodes.
+
+However, if you do not have @arvados-cwl-runner@, you may install it using @pip@:
<notextile>
<pre><code>~$ <span class="userinput">virtualenv ~/venv</span>
</code></pre>
</notextile>
-h3. Docker
+h3. Check Docker access
-Certain features of @arvados-cwl-runner@ require access to Docker. You can determine if you have access to Docker by running @docker version@:
+Certain features of @arvados-cwl-runner@ require access to Docker.
+
+You can determine if you have access to Docker by running @docker version@:
<notextile>
<pre><code>~$ <span class="userinput">docker version</span>
</code></pre>
</notextile>
-If this returns an error, contact the sysadmin of your cluster for assistance. Alternatively, if you have Docker installed on your local workstation, you may follow the instructions above to install @arvados-cwl-runner@.
+If this returns an error, contact the sysadmin of your cluster for assistance.
-h3. Getting the example files
+h3. Get the example files
The tutorial files are located in the documentation section of the Arvados source repository:
h2. Submitting a workflow to an Arvados cluster
-Use @arvados-cwl-runner@ to submit CWL workflows to Arvados. After submitting the job, it will wait for the workflow to complete and print out the final result to standard output. Note that once submitted, the workflow runs entirely on Arvados, so even if you interrupt @arvados-cwl-runner@ or log out, the workflow will continue to run.
-
-<notextile>
-<pre><code>~/arvados/doc/user/cwl/bwa-mem$ <span class="userinput">arvados-cwl-runner bwa-mem.cwl bwa-mem-input.yml</span>
-arvados-cwl-runner 1.0.20160628195002, arvados-python-client 0.1.20160616015107, cwltool 1.0.20160629140624
-2016-06-30 14:56:36 arvados.arv-run[27002] INFO: Upload local files: "bwa-mem.cwl"
-2016-06-30 14:56:36 arvados.arv-run[27002] INFO: Uploaded to qr1hi-4zz18-h7ljh5u76760ww2
-2016-06-30 14:56:40 arvados.cwl-runner[27002] INFO: Submitted job qr1hi-8i9sb-fm2n3b1w0l6bskg
-2016-06-30 14:56:41 arvados.cwl-runner[27002] INFO: Job bwa-mem.cwl (qr1hi-8i9sb-fm2n3b1w0l6bskg) is Running
-2016-06-30 14:57:12 arvados.cwl-runner[27002] INFO: Job bwa-mem.cwl (qr1hi-8i9sb-fm2n3b1w0l6bskg) is Complete
-2016-06-30 14:57:12 arvados.cwl-runner[27002] INFO: Overall process status is success
-{
- "aligned_sam": {
- "path": "keep:54325254b226664960de07b3b9482349+154/HWI-ST1027_129_D0THKACXX.1_1.sam",
- "checksum": "sha1$0dc46a3126d0b5d4ce213b5f0e86e2d05a54755a",
- "class": "File",
- "size": 30738986
- }
-}
-</code></pre>
-</notextile>
-
-To submit a workflow and exit immediately, use the @--no-wait@ option. This will print out the uuid of the job that was submitted to standard output.
-
-<notextile>
-<pre><code>~/arvados/doc/user/cwl/bwa-mem$ <span class="userinput">arvados-cwl-runner --no-wait bwa-mem.cwl bwa-mem-input.yml</span>
-arvados-cwl-runner 1.0.20160628195002, arvados-python-client 0.1.20160616015107, cwltool 1.0.20160629140624
-2016-06-30 15:07:52 arvados.arv-run[12480] INFO: Upload local files: "bwa-mem.cwl"
-2016-06-30 15:07:52 arvados.arv-run[12480] INFO: Uploaded to qr1hi-4zz18-eqnfwrow8aysa9q
-2016-06-30 15:07:52 arvados.cwl-runner[12480] INFO: Submitted job qr1hi-8i9sb-fm2n3b1w0l6bskg
-qr1hi-8i9sb-fm2n3b1w0l6bskg
-</code></pre>
-</notextile>
-
-To run a workflow with local control, use @--local@. This means that the host where you run @arvados-cwl-runner@ will be responsible for submitting jobs. With @--local@, if you interrupt @arvados-cwl-runner@ or log out, the workflow will be terminated.
-
-<notextile>
-<pre><code>~/arvados/doc/user/cwl/bwa-mem$ <span class="userinput">arvados-cwl-runner --local bwa-mem.cwl bwa-mem-input.yml</span>
-arvados-cwl-runner 1.0.20160628195002, arvados-python-client 0.1.20160616015107, cwltool 1.0.20160629140624
-2016-07-01 10:05:19 arvados.cwl-runner[16290] INFO: Pipeline instance qr1hi-d1hrv-92wcu6ldtio74r4
-2016-07-01 10:05:28 arvados.cwl-runner[16290] INFO: Job bwa-mem.cwl (qr1hi-8i9sb-2nzzfbuf9zjrj4g) is Queued
-2016-07-01 10:05:29 arvados.cwl-runner[16290] INFO: Job bwa-mem.cwl (qr1hi-8i9sb-2nzzfbuf9zjrj4g) is Running
-2016-07-01 10:05:45 arvados.cwl-runner[16290] INFO: Job bwa-mem.cwl (qr1hi-8i9sb-2nzzfbuf9zjrj4g) is Complete
-2016-07-01 10:05:46 arvados.cwl-runner[16290] INFO: Overall process status is success
-{
- "aligned_sam": {
- "size": 30738986,
- "path": "keep:15f56bad0aaa7364819bf14ca2a27c63+88/HWI-ST1027_129_D0THKACXX.1_1.sam",
- "checksum": "sha1$0dc46a3126d0b5d4ce213b5f0e86e2d05a54755a",
- "class": "File"
- }
-}
-</code></pre>
-</notextile>
+{% include 'arvados_cwl_runner' %}
h2. Work reuse
Use @--create-workflow@ to register a CWL workflow with Arvados. This enables you to share workflows with other Arvados users, and run them by clicking the <span class="btn btn-sm btn-primary"><i class="fa fa-fw fa-gear"></i> Run a process...</span> button on the Workbench Dashboard.
-<notextile>
-<pre><code>~/arvados/doc/user/cwl/bwa-mem$ <span class="userinput">arvados-cwl-runner --create-workflow bwa-mem.cwl</span>
-arvados-cwl-runner 1.0.20160628195002, arvados-python-client 0.1.20160616015107, cwltool 1.0.20160629140624
-2016-07-01 12:21:01 arvados.arv-run[15796] INFO: Upload local files: "bwa-mem.cwl"
-2016-07-01 12:21:01 arvados.arv-run[15796] INFO: Uploaded to qr1hi-4zz18-7e0hedrmkuyoei3
-2016-07-01 12:21:01 arvados.cwl-runner[15796] INFO: Created template qr1hi-p5p6p-rjleou1dwr167v5
-qr1hi-p5p6p-rjleou1dwr167v5
-</code></pre>
-</notextile>
-
-You can provide a partial input file to set default values for the workflow input parameters:
-
-<notextile>
-<pre><code>~/arvados/doc/user/cwl/bwa-mem$ <span class="userinput">arvados-cwl-runner --create-workflow bwa-mem.cwl bwa-mem-template.yml</span>
-arvados-cwl-runner 1.0.20160628195002, arvados-python-client 0.1.20160616015107, cwltool 1.0.20160629140624
-2016-07-01 14:09:50 arvados.arv-run[3730] INFO: Upload local files: "bwa-mem.cwl"
-2016-07-01 14:09:50 arvados.arv-run[3730] INFO: Uploaded to qr1hi-4zz18-0f91qkovk4ml18o
-2016-07-01 14:09:50 arvados.cwl-runner[3730] INFO: Created template qr1hi-p5p6p-0deqe6nuuyqns2i
-qr1hi-p5p6p-0deqe6nuuyqns2i
-</code></pre>
-</notextile>
+{% include 'register_cwl_workflow' %}
h2. Making workflows directly executable
h2. Developing workflows
-For an introduction and and detailed documentation about writing CWL, see the "User Guide":http://commonwl.org/v1.0/UserGuide.html and the "Specification":http://commonwl.org/v1.0 .
+For an introduction and and detailed documentation about writing CWL, see the "CWL User Guide":http://commonwl.org/v1.0/UserGuide.html and the "CWL Specification":http://commonwl.org/v1.0 .
To run on Arvados, a workflow should provide a @DockerRequirement@ in the @hints@ section.
title: "Using arv-copy"
...
+{% include 'crunch1only_begin' %}
+On those sites, the "copy a pipeline template" feature described below is not available. However, "copy a workflow" feature is not yet implemented.
+{% include 'crunch1only_end' %}
This tutorial describes how to copy Arvados objects from one cluster to another by using @arv-copy@.
--- /dev/null
+---
+layout: default
+navsection: userguide
+title: "Running an Arvados workflow"
+...
+
+{% include 'what_is_cwl' %}
+
+{% include 'tutorial_expectations' %}
+
+h2. arvados-cwl-runner
+
+The arvados-cwl-runner tool can be used to submit workflows to Arvados cluster using the command prompt.
+
+The following examples assume that you have prepared to run arvados-cwl-runner tool as explained in the "Using Common Workflow Language":{{site.baseurl}}/user/topics/running-workflow-command-line.html.textile.liquid page.
+
+{% include 'arvados_cwl_runner' %}
---
layout: default
navsection: userguide
-title: "Running a pipeline using Workbench"
+title: "Running a workflow using Workbench"
...
-{% include 'crunch1only_begin' %}
-On those sites, the details will be slightly different and the example pipeline might not be available.
-{% include 'crunch1only_end' %}
-
-A "pipeline" (sometimes called a "workflow" in other systems) is a sequence of steps that apply various programs or tools to transform input data to output data. Pipelines are the principal means of performing computation with Arvados. This tutorial demonstrates how to run a single-stage pipeline to take a small data set of paired-end reads from a sample "exome":https://en.wikipedia.org/wiki/Exome in "FASTQ":https://en.wikipedia.org/wiki/FASTQ_format format and align them to "Chromosome 19":https://en.wikipedia.org/wiki/Chromosome_19_%28human%29 using the "bwa mem":http://bio-bwa.sourceforge.net/ tool, producing a "Sequence Alignment/Map (SAM)":https://samtools.github.io/ file. This tutorial will introduce the following Arvados features:
+A "workflow" (sometimes called a "pipeline" in other systems) is a sequence of steps that apply various programs or tools to transform input data to output data. Workflows are the principal means of performing computation with Arvados. This tutorial demonstrates how to run a single-stage workflow to take a small data set of paired-end reads from a sample "exome":https://en.wikipedia.org/wiki/Exome in "FASTQ":https://en.wikipedia.org/wiki/FASTQ_format format and align them to "Chromosome 19":https://en.wikipedia.org/wiki/Chromosome_19_%28human%29 using the "bwa mem":http://bio-bwa.sourceforge.net/ tool, producing a "Sequence Alignment/Map (SAM)":https://samtools.github.io/ file. This tutorial will introduce the following Arvados features:
<div>
-* How to create a new pipeline from an existing template.
-* How to browse and select input data for the pipeline and submit the pipeline to run on the Arvados cluster.
-* How to access your pipeline results.
+* How to create a new process from an existing workflow.
+* How to browse and select input data for the workflow and submit the process to run on the Arvados cluster.
+* How to access your process results.
</div>
-notextile. <div class="spaced-out">
-
h3. Steps
# Start from the *Workbench Dashboard*. You can access the Dashboard by clicking on *<i class="fa fa-lg fa-fw fa-dashboard"></i> Dashboard* in the upper left corner of any Workbench page.
-# Click on the <span class="btn btn-sm btn-primary"><i class="fa fa-fw fa-gear"></i> Run a process...</span> button. This will open a dialog box titled *Choose a pipeline to run*.
-# In the search box, type in *Tutorial align using bwa mem*.
-# Select *<i class="fa fa-fw fa-gear"></i> Tutorial align using bwa mem* and click the <span class="btn btn-sm btn-primary" >Next: choose inputs <i class="fa fa-fw fa-arrow-circle-right"></i></span> button. This will create a new pipeline in your *Home* project and will open it. You can now supply the inputs for the pipeline.
-# The first input parameter to the pipeline is *"reference_collection" parameter for run-command script in bwa-mem component*. Click the <span class="btn btn-sm btn-primary">Choose</span> button beneath that header. This will open a dialog box titled *Choose a dataset for "reference_collection" parameter for run-command script in bwa-mem component*.
-# Open the *Home <span class="caret"></span>* menu and select *All Projects*. Search for and select *<i class="fa fa-fw fa-archive"></i> Tutorial chromosome 19 reference* and click the <span class="btn btn-sm btn-primary" >OK</span> button.
-# Repeat the previous two steps to set the *"sample" parameter for run-command script in bwa-mem component* parameter to *<i class="fa fa-fw fa-archive"></i> Tutorial sample exome*.
-# Click on the <span class="btn btn-sm btn-primary" >Run <i class="fa fa-fw fa-play"></i></span> button. The page updates to show you that the pipeline has been submitted to run on the Arvados cluster.
-# After the pipeline starts running, you can track the progress by watching log messages from jobs. This page refreshes automatically. You will see a <span class="label label-success">complete</span> label when the pipeline completes successfully.
-# Click on the *Output* link to see the results of the job. This will load a new page listing the output files from this pipeline. You'll see the output SAM file from the alignment tool under the *Files* tab.
+# Click on the <span class="btn btn-sm btn-primary"><i class="fa fa-fw fa-gear"></i> Run a process...</span> button. This will open a dialog box titled *Choose a pipeline or workflow to run*.
+# In the search box, type in *Tutorial bwa mem cwl*.
+# Select *<i class="fa fa-fw fa-gear"></i> Tutorial bwa mem cwl* and click the <span class="btn btn-sm btn-primary" >Next: choose inputs <i class="fa fa-fw fa-arrow-circle-right"></i></span> button. This will create a new process in your *Home* project and will open it. You can now supply the inputs for the process. Please note that all required inputs are pupulated with default values and you can change them if you prefer.
+# For example, let's see how to change *"reference" parameter* for this workflow. Click the <span class="btn btn-sm btn-primary">Choose</span> button beneath the *"reference" parameter* header. This will open a dialog box titled *Choose a dataset for "reference" parameter for cwl-runner in bwa-mem.cwl component*.
+# Open the *Home <span class="caret"></span>* menu and select *All Projects*. Search for and select *<i class="fa fa-fw fa-archive"></i> Tutorial chromosome 19 reference*. You will then see a list of files. Select *<i class="fa fa-fw fa-file"></i> 19-fasta.bwt* and click the <span class="btn btn-sm btn-primary" >OK</span> button.
+# Repeat the previous two steps to set the *"read_p1" parameter for cwl-runner script in bwa-mem.cwl component* and *"read_p2" parameter for cwl-runner script in bwa-mem.cwl component* parameters.
+# Click on the <span class="btn btn-sm btn-primary" >Run <i class="fa fa-fw fa-play"></i></span> button. The page updates to show you that the process has been submitted to run on the Arvados cluster.
+# After the process starts running, you can track the progress by watching log messages from the component(s). This page refreshes automatically. You will see a <span class="label label-success">complete</span> label when the process completes successfully.
+# Click on the *Output* link to see the results of the process. This will load a new page listing the output files from this process. You'll see the output SAM file from the alignment tool under the *Files* tab.
# Click on the <span class="btn btn-sm btn-info"><i class="fa fa-download"></i></span> download button to the right of the SAM file to download your results.
-
-notextile. </div>
--- /dev/null
+---
+layout: default
+navsection: userguide
+title: "Writing a CWL workflow"
+...
+
+{% include 'what_is_cwl' %}
+
+{% include 'tutorial_expectations' %}
+
+h2. Registering a CWL workflow
+
+Use @--create-workflow@ to register a CWL workflow with Arvados.
+
+The following examples assume that you have prepared to run arvados-cwl-runner tool as explained in the "Using Common Workflow Language":{{site.baseurl}}/user/topics/running-workflow-command-line.html.textile.liquid page.
+
+{% include 'register_cwl_workflow' %}
+
+h2. Running a CWL workflow
+
+h3. Running a workflow at command prompt
+
+Not yet implemented
+
+h3. Running a workflow using Workbench
+
+The workflow can also be executed using Workbench. Go to the Workbench Dashboard and click the <span class="btn btn-sm btn-primary"><i class="fa fa-fw fa-gear"></i> Run a process...</span> button and select the desired workflow.
+
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