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Taverna Components
Semantically annotated and sharable units
of functionality
Alan Williams, Donal Fellows, Finn Bacall,
Stian Soiland-Reyes, Khalid Belhajjame,
David Withers, Carole Goble
School of Computer Science, University of Manchester, UK
http://www.taverna.org.uk/
BOSC 2013, Berlin
What is a Component?
 Something that can be put into a workflow
 Well described — what the component does
 Behaves “well” — conforms to agreed good practice
policy
 Curated — someone looks after it
 Produces and consumes data in agreed formats
 Fails in described ways — meaningful error messages
 Produces agreed type of provenance
 Documentation
 Example usage
BOSC 2013, Berlin
Usefulness of Components
 Predictable good behaviour
 Should conform to a defined agreement
 Hide complexity
 Guaranteed to work together
 Can (in theory) check that data in a run conforms
to the component specification
BOSC 2013, Berlin
What is the Agreement?
 The agreement is a condition of being in a
“component family”
 Different domains, or even different uses within a
domain, have different agreements
 Astronomical data does not use the same formats as
biodiversity data
 Digital library components do not do the same tasks as
physiology components
 Agreement is formalized as a “component
profile”
BOSC 2013, Berlin
Support in Taverna
 Prototype Plugin for Taverna 2.4
 Full part of Taverna 2.5 Workbench
 One of the key features
 Will be supported in Taverna 2.5 Server
 Requires components to be published to a repository
 Can be done with restricted access permissions
Component Architecture
BOSC 2013, Berlin
Implementation
 A component family is:
 a pack on myExperiment, or
 a directory on your local machine
 A component is defined by a workflow (in a pack)
in a component family pack
 Components are versioned by myExperiment’s
versioning
 Semantic Annotations are stored in RDF as part
of the workflow definition
 Collated semantics, including workflow structure,
are combined on myExperiment
BOSC 2013, Berlin
myExperiment Component Pack
 Definition, description, documentation
 Contains:
 Workflow “realizing” the component
 Example data
 Documentation
 Dependency specification
 …
Component Pack
Realizing
Workflow
Sample
Data
Usage
Manual
Finding
Components
BOSC 2013, Berlin
Using Components
 Component Families shown in the service panel
of Taverna Workbench
 Components can be included within a Taverna
workflow
 Like any service
 Components are not simply the same as nested
workflows
 Think of them as nested workflows that:
 Obey a set of rules
 Hide what is nested inside (and you should not care)
BOSC 2013, Berlin
Component Creation
 Create Components by Annotating a Workflow
 Choice of a component family and so profile
 Semantic annotation from the specified ontologies
 Validation against the profile
 Component saved into the component family
 Can Annotate:
 Workflow itself
 Workflow input/output ports
 Individual services inside workflow
 Extensions to myExperiment for
 Pack snapshots
 Semantic collation
 Semantic searching
Semantic Annotation
BOSC 2013, Berlin
Semantic Annotation — Aside
 Semantic annotation will not be limited to
components
 Will be a general feature of Taverna workflows
and workflow runs
BOSC 2013, Berlin
Effect on Workflows
 Use of components will allow
 Component developers to work on the component
 Component users to upgrade (or revert) the
component versions
 A workflow to remain ‘unchanged’ (if the component
interfaces remain the same)
 Powerful and dangerous!
 Proxies for components (re-run and re-play)
 Components are “black boxes” in the workflow
and workflow runs
BOSC 2013, Berlin
Leveraging Semantics — RDF Description
@base <http://ns.taverna.org.uk/2010/workflowBundle/8d2f9ef0-09ca-4103-b4fd-0ee0a40d8263/workflow/Imagemagick_convert_/> .
@prefix wfdesc: <http://purl.org/wf4ever/wfdesc#> .
@prefix wf4ever: <http://purl.org/wf4ever/wf4ever#> .
@prefix rdfs: <http://www.w3.org/2000/01/rdf-schema#> .
@prefix rdf: <http://www.w3.org/1999/02/22-rdf-syntax-ns#> .
@prefix scape: <http://purl.org/DP/components#> .
<>
scape:fits scape:MigrationAction ;
scape:migrates [
scape:fromMimetype "image/tiff" ;
scape:toMimetype "image/tiff" ;
a scape:MigrationPath
] ;
wfdesc:hasDataLink <datalink?from=in/compression&to=processor/convert/in/compression>,
<datalink?from=in/from_uri&to=processor/convert/in/from_uri>,
<datalink?from=in/to_uri&to=processor/convert/in/to_uri>,
<datalink?from=processor/convert/out/STDERR&to=out/status&mergePosition=1>,
<datalink?from=processor/convert/out/STDOUT&to=out/status&mergePosition=0> ;
wfdesc:hasInput <in/compression>, <in/from_uri>, <in/to_uri> ;
wfdesc:hasOutput <out/status> ;
wfdesc:hasSubProcess <processor/convert/> ;
a wfdesc:Description, wfdesc:Process, wfdesc:Workflow ;
rdfs:label "Imagemagick_convert_" .
<datalink?from=in/compression&to=processor/convert/in/compression>
wfdesc:hasSink <processor/convert/in/compression> ;
wfdesc:hasSource <in/compression> ;
a wfdesc:DataLink .
…
Leveraging Semantics — Searching
BOSC 2013, Berlin
Future Work
 Treat current workflow as an RDF model
 Enable semantic searching
 User-friendly searching and compound object
creation
 Creation of workflows from templates
 Replacing template objects with dynamically-found
components
 Collation of provenance from components
 Enable third-party component repositories
BOSC 2013, Berlin
Acknowledgements
 This work has been supported by the EU 7th
Framework Programme, via:
 The BioVeL Project, contract 283359
 http://www.biovel.eu/
 The SCAPE Project, contract 270137
 http://www.scape-project.eu/
 The WF4Ever Project, contract 270192
 http://www.wf4ever-project.org/
Taverna Workflow System
http://www.taverna.org.uk/

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Taverna Components: Semantically annotated and sharable units of functionality

  • 1. Taverna Components Semantically annotated and sharable units of functionality Alan Williams, Donal Fellows, Finn Bacall, Stian Soiland-Reyes, Khalid Belhajjame, David Withers, Carole Goble School of Computer Science, University of Manchester, UK http://www.taverna.org.uk/
  • 2. BOSC 2013, Berlin What is a Component?  Something that can be put into a workflow  Well described — what the component does  Behaves “well” — conforms to agreed good practice policy  Curated — someone looks after it  Produces and consumes data in agreed formats  Fails in described ways — meaningful error messages  Produces agreed type of provenance  Documentation  Example usage
  • 3. BOSC 2013, Berlin Usefulness of Components  Predictable good behaviour  Should conform to a defined agreement  Hide complexity  Guaranteed to work together  Can (in theory) check that data in a run conforms to the component specification
  • 4. BOSC 2013, Berlin What is the Agreement?  The agreement is a condition of being in a “component family”  Different domains, or even different uses within a domain, have different agreements  Astronomical data does not use the same formats as biodiversity data  Digital library components do not do the same tasks as physiology components  Agreement is formalized as a “component profile”
  • 5. BOSC 2013, Berlin Support in Taverna  Prototype Plugin for Taverna 2.4  Full part of Taverna 2.5 Workbench  One of the key features  Will be supported in Taverna 2.5 Server  Requires components to be published to a repository  Can be done with restricted access permissions
  • 7. BOSC 2013, Berlin Implementation  A component family is:  a pack on myExperiment, or  a directory on your local machine  A component is defined by a workflow (in a pack) in a component family pack  Components are versioned by myExperiment’s versioning  Semantic Annotations are stored in RDF as part of the workflow definition  Collated semantics, including workflow structure, are combined on myExperiment
  • 8. BOSC 2013, Berlin myExperiment Component Pack  Definition, description, documentation  Contains:  Workflow “realizing” the component  Example data  Documentation  Dependency specification  … Component Pack Realizing Workflow Sample Data Usage Manual
  • 10. BOSC 2013, Berlin Using Components  Component Families shown in the service panel of Taverna Workbench  Components can be included within a Taverna workflow  Like any service  Components are not simply the same as nested workflows  Think of them as nested workflows that:  Obey a set of rules  Hide what is nested inside (and you should not care)
  • 11. BOSC 2013, Berlin Component Creation  Create Components by Annotating a Workflow  Choice of a component family and so profile  Semantic annotation from the specified ontologies  Validation against the profile  Component saved into the component family  Can Annotate:  Workflow itself  Workflow input/output ports  Individual services inside workflow  Extensions to myExperiment for  Pack snapshots  Semantic collation  Semantic searching
  • 13. BOSC 2013, Berlin Semantic Annotation — Aside  Semantic annotation will not be limited to components  Will be a general feature of Taverna workflows and workflow runs
  • 14. BOSC 2013, Berlin Effect on Workflows  Use of components will allow  Component developers to work on the component  Component users to upgrade (or revert) the component versions  A workflow to remain ‘unchanged’ (if the component interfaces remain the same)  Powerful and dangerous!  Proxies for components (re-run and re-play)  Components are “black boxes” in the workflow and workflow runs
  • 15. BOSC 2013, Berlin Leveraging Semantics — RDF Description @base <http://ns.taverna.org.uk/2010/workflowBundle/8d2f9ef0-09ca-4103-b4fd-0ee0a40d8263/workflow/Imagemagick_convert_/> . @prefix wfdesc: <http://purl.org/wf4ever/wfdesc#> . @prefix wf4ever: <http://purl.org/wf4ever/wf4ever#> . @prefix rdfs: <http://www.w3.org/2000/01/rdf-schema#> . @prefix rdf: <http://www.w3.org/1999/02/22-rdf-syntax-ns#> . @prefix scape: <http://purl.org/DP/components#> . <> scape:fits scape:MigrationAction ; scape:migrates [ scape:fromMimetype "image/tiff" ; scape:toMimetype "image/tiff" ; a scape:MigrationPath ] ; wfdesc:hasDataLink <datalink?from=in/compression&to=processor/convert/in/compression>, <datalink?from=in/from_uri&to=processor/convert/in/from_uri>, <datalink?from=in/to_uri&to=processor/convert/in/to_uri>, <datalink?from=processor/convert/out/STDERR&to=out/status&mergePosition=1>, <datalink?from=processor/convert/out/STDOUT&to=out/status&mergePosition=0> ; wfdesc:hasInput <in/compression>, <in/from_uri>, <in/to_uri> ; wfdesc:hasOutput <out/status> ; wfdesc:hasSubProcess <processor/convert/> ; a wfdesc:Description, wfdesc:Process, wfdesc:Workflow ; rdfs:label "Imagemagick_convert_" . <datalink?from=in/compression&to=processor/convert/in/compression> wfdesc:hasSink <processor/convert/in/compression> ; wfdesc:hasSource <in/compression> ; a wfdesc:DataLink . …
  • 17. BOSC 2013, Berlin Future Work  Treat current workflow as an RDF model  Enable semantic searching  User-friendly searching and compound object creation  Creation of workflows from templates  Replacing template objects with dynamically-found components  Collation of provenance from components  Enable third-party component repositories
  • 18. BOSC 2013, Berlin Acknowledgements  This work has been supported by the EU 7th Framework Programme, via:  The BioVeL Project, contract 283359  http://www.biovel.eu/  The SCAPE Project, contract 270137  http://www.scape-project.eu/  The WF4Ever Project, contract 270192  http://www.wf4ever-project.org/ Taverna Workflow System http://www.taverna.org.uk/

Hinweis der Redaktion

  1. Other key feature is the Interaction Service