cwltest

PyPI:

Conda:

This is a testing tool for checking the output of Tools and Workflows described with the Common Workflow Language. Among other uses, it is used to run the CWL conformance tests.

This is written and tested for Python 3.10, 3.11, 3.12, 3.13, and 3.14

Install

Installing the official package from PyPi

pip install cwltest

Or from bioconda

conda install -c bioconda cwltest

Or from source

git clone https://github.com/common-workflow-language/cwltest.git
cd cwltest && pip install  .

Run on the command line

Simple command:

cwltest --test test-descriptions.yml --tool cwl-runner

Generate conformance badges using cwltest

To make badges that show the results of the conformance test, you can generate JSON files for https://badgen.net by using –badgedir option

To generate JSON files:

cwltest --test test-descriptions.yml --tool cwl-runner --badgedir badges
...
$ cat badges/command_line_tool.json | jq .
{
  "subject": "command_line_tool",
  "status": "100%",
  "color": "green"
}

Once you upload JSON file to a server, you make a badge by using a link like https://badgen.net/https/path/to/generated/json or https://flat.badgen.net/https/path/to/generated/json (for flat badges).

Here is an example of markdown to add a badge:

![test result](https://flat.badgen.net/https/path/to/generated/json?icon=commonwl)

If your CWL implementation does not write output files to a local file system location but instead to some other remote storage system, you can provide an alternate implementation of the StdFsAccess object that is able to access your storage system.

Step 1:

Implement your own class with the same public interface of the StdFsAccess object in cwltest/stdfsaccess.py (as of this writing, the methods are open, size, isfile and isdir). These methods should expect to be called with URIs from the location field of the outputs of test cases.

Define a function that, when called, returns a new instance of your object.

Step 2:

Create a Python package containing your class (or add it to an existing one).

In the package metadata, add an entry point that declares the module (in this example, my_cwl_runner.fsaccess) containing the function (in this example, get_fsaccess) that cwltest will invoke to get an object implementing the StdFsAccess interface.

In setup.py this looks like:

setup(
  ...
  entry_points={"cwltest.fsaccess": ["fsaccess=my_cwl_runner.fsaccess:get_fsaccess"]}},
  ...
)

In pyproject.toml it looks like:

[project.entry-points.'cwltest.fsaccess']
fsaccess = 'my_cwl_runner.fsaccess:get_fsaccess'

Step 3:

Install your package in the same Python environemnt as the installation of cwltest. When invoked, cwltest will query Python package metadata for a package with the cwltest.fsaccess entry point and call it to get back a custom filesystem access object.

Metadata

Release files for cwltest 2.7.20260814074913

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution (sdist)

Source distribution for cwltest 2.7.20260814074913
File	Size	Uploaded
cwltest-2.7.20260814074913.tar.gz	48.4 kB	Aug 14, 2026	Details

Built distribution (wheel)

Table of built distributions (wheels) for cwltest 2.7.20260814074913
File	Interpreter	ABI	Platform	Reset
cwltest-2.7.20260814074913-py3-none-any.whl 49.0 kB Aug 14, 2026	Python 3	none	any	Details

Total release size: 97.5 kB

Release files / cwltest-2.7.20260814074913.tar.gz

Download URL	cwltest-2.7.20260814074913.tar.gz
Size	48.4 kB
Tags	Source
SHA-256 checksum How to use checksums	`0ccc338b931f22730c1040b04aead7bafd02dda4ce11163641d026779b5540cd`
BLAKE2b-256 checksum How to use checksums	`323ed2f8d6a1234109eec6bc14be49b8661479e9178a2c365546e1f39faf7be0`
Upload date	Aug 14, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`twine/7.0.0 CPython/3.13.5`

Release files / cwltest-2.7.20260814074913-py3-none-any.whl

Download URL	cwltest-2.7.20260814074913-py3-none-any.whl
Size	49.0 kB
Tags	Python 3
SHA-256 checksum How to use checksums	`e820a895d2d41f51e3f607bee8ab941372b28e49817824f460f2bc9e8122ab5b`
BLAKE2b-256 checksum How to use checksums	`4b3acf2bf7bcccd8c90a8b263c7a557e84c4f0ea88de938107f4ff3ceed4e32a`
Upload date	Aug 14, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`twine/7.0.0 CPython/3.13.5`