File Formats

Overview

Teaching: 10 min
Exercises: 0 min
Questions
  • How can I allow type-checking of input and output files?

Objectives
  • Learn how to unambiguously specify the format of File objects.

Tools and workflows can take File types as input and produce them as output. We also recommend indicating the format for File types. This helps document for others how to use your tool while allowing you to do some simple type-checking when creating parameter files.

For file formats, we recommend referencing existing ontologies (like EDAM in our example), reference a local ontology for your institution, or do not add a file format initially for quick development before sharing your tool with others. You can browse existing file format listings for IANA here and for EDAM here.

Note that for added value cwltool can do some basic reasoning based on file formats and warn you if there seem to be some obvious mismatches.

metadata_example.cwl

#!/usr/bin/env cwl-runner
cwlVersion: v1.0
class: CommandLineTool

label: An example tool demonstrating metadata.

inputs:
  aligned_sequences:
    type: File
    label: Aligned sequences in BAM format
    format: edam:format_2572
    inputBinding:
      position: 1

baseCommand: [ wc, -l ]

stdout: output.txt

outputs:
  report:
    type: stdout
    format: edam:format_1964
    label: A text file that contains a line count

$namespaces:
  edam: http://edamontology.org/
$schemas:
  - http://edamontology.org/EDAM_1.18.owl

Sample Parameter Files

Below is an example of a parameter file for the example above. We encourage checking in working examples of parameter files for your tool. This allows others to quickly work with your tool, starting from a “known good” parameterization.

sample.json

bam_input:
    class: File
    format: http://edamontology.org/format_2572
    path: file-formats.bam
bamstats_report:
    class: File
    path: /tmp/bamstats_report.zip

Now invoke cwl-runner with the tool wrapper and the input object on the command line:

$ cwltool metadata_example.cwl sample.yml
/usr/local/bin/cwltool 1.0.20161114152756
Resolved 'metadata_example.cwl' to 'file:///media/large_volume/testing/cwl_tutorial2/metadata_example.cwl'
[job metadata_example.cwl] /tmp/tmpNWyAd6$ /bin/sh \
    -c \
    'wc' '-l' '/tmp/tmpBf6m9u/stge293ac74-3d42-45c9-b506-dd35ea3e6eea/file-formats.bam' > /tmp/tmpNWyAd6/output.txt
Final process status is success
{
  "report": {
    "format": "http://edamontology.org/format_1964",
    "checksum": "sha1$49dc5004959ba9f1d07b8c00da9c46dd802cbe79",
    "basename": "output.txt",
    "location": "file:///media/large_volume/testing/cwl_tutorial2/output.txt",
    "path": "/media/large_volume/testing/cwl_tutorial2/output.txt",
    "class": "File",
    "size": 80
  }
}

Key Points

  • You can document the expected format of input and output Files.

  • Once your tool is mature, we recommend specifying formats by referencing existing ontologies e.g. EDAM.