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Workflow Preservation for Astronomy: Wf4Ever Project Overview

Learn how workflow preservation supports efficient use of scientific data in astronomy through the Wf4Ever project. Explore the benefits, tools, and challenges faced by astronomers in preserving and reusing workflows.

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Workflow Preservation for Astronomy: Wf4Ever Project Overview

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  1. Susana Sánchez, Jose Enrique Ruíz, Lourdes Verdes-Montenegro, Julian Garrido, Juan de Dios Santander-Vela and Wf4Ever team. Instituto de Astrofísica de Andalucía – CSIC • SHIWA Summer School. 3 July 2012 The Astronomy challenge: How can workflow preservation help?

  2. Summary Introduction to AMIGA group The astronomy challenge and context of Wf4Ever project How Wf4ever tools can help the astronomers Our astronomy use case

  3. AMIGA Group Introduction to AMIGA group AMIGA Aninternationalcollaborationcoordinatedfromthe IAA-CSIC P.I. Lourdes Verdes-Montenegro http://amiga.iaa.es Analysis of the interstellar Medium of Isolated GAlaxies • Statistical baseline of isolated galaxies to compare with the behavior of galaxies in denser environments • Multi-λstudy of ~1000 galaxies: • Need of intensive and complex analysis of multidimensional data

  4. Past (or current?) situation The astronomy challenge and context of Wf4Ever project Analysis Science Ready Data Python

  5. The astronomy challenge and context of Wf4Ever project http://www.almaobservatory.org Antenna Correlation LHC – Tier 1

  6. A disruptive change in the methodology is needed The astronomy challenge and context of Wf4Ever project GRID Analysis • Tools for: • Sharing • Inspecting • Visualizing • Discovering • Searching Super Computer Cloud

  7. The efficient use of the data and the production of reliable science. The astronomy challenge and context of Wf4Ever project Keywords: efficient use of data and reliable science Scientific Workflows: Enable automation and expose the flow of scientific methods Encourage best practices in packing the experiment Provide a way to share the experiment But more is needed: Reusability, fundamental for incremental scientific development Reproducibility, key for reliable science  Preserve the data and the scientific method Workflow preservation

  8. The astronomy challenge and context of Wf4Ever project Wf4Ever project Wf4Ever -Preservation of scientific workflows in data-intensive science

  9. Theaim of Wf4Ever The astronomy challenge and context of Wf4Ever project Technological infrastructure for the preservation and efficient retrieval and reuse of scientific workflows in a range of disciplines • Encapsulate the scientific methodology (the workflows and all the associated information) in an artefact called Research Object. • Archival, classification and indexing of the research object in scalable semantic repositories, providing advanced access and recommendation capabilities based on monitoring and metrics to evaluate similarities, decay, quality, stability, completeness. • Creation of scientific communities to collaboratively share, reuse and evolve Research Objects stimulating the development of new scientific knowledge • Use Cases: • Astronomy (IAA) • Genome-wide Analysis and Biobanking (LUMC)

  10. Sharingtheexperiment How Wf4ever tools can help the astronomers scientists • Inputs (files or reference) • Scripts • Workflows • Documentation • Web services Keywords [galaxies][catalogs] Completeness Rating Downloads 36 Citations[2] Re-used[1] Comments[4] [Previousversion | Nextversion]

  11. Howtoimporttheexperiment How Wf4ever tools can help the scientists INTEROPERABILITY

  12. Howtoimporttheexperiment How Wf4ever tools can help the scientists Extract !

  13. Describingtheexperiment How Wf4ever tools can help the scientists

  14. Visualizing the experiment How Wf4ever tools can help the scientists A good understanding of the experiment is key for the reusability and repurposability

  15. Checking the live experiment How Wf4ever tools can help the scientists Stability: Changes made by different kind of users on the RO, can improve it or make it worse Completeness: It contains all the resources needed to be run, published, shared or repeated Runnable Service up, software working, etc. Repeatable The output can be reproduced Shareable Enough annotation. Publishable Service up, software working and all well commented

  16. Checking the published experiment How Wf4ever tools can help the scientists Decay: The health of the RO: state of the services (up or down), of the applications (updated or deprecated), permissions to access the input data Decay Information Last check was performed 2 days ago and returned one error: The service SDSS-DR7, needed by the workflow Calculate_galaxy_distances is down Check now Try to repair Tracking: Rating by other users, who used the RO, comments, etc. Rating Downloads 36 Citations[2] Re-used[1] Comments[4]

  17. Discoveringanexperiment How Wf4ever tools can help the scientists Search by keywords Past ratings Ratings of similar users

  18. Functionalities of the RO and tools How Wf4ever tools can help the scientists • REUSABILITY AND REPURPOSABILITY • Annotations for the description of the whole and its components • Visualization of the relationships between the components • Versioningof the whole or its components • SHARING • Restrictedaccesson data and processes • Ensuringauthorship and allow to RO to be cited • REPRODUCIBILITY • Completenesschecking • Decay monitoring and notification, reactingto decay • Executionand interoperability support • DISCOVERY • Semanticdiscovery of ROs, processes, web services • Recommendation capabilities.

  19. Why I am here as student Our astronomy Use Case Deploy web-services-based workflows for analysis ofmultidimensional dataon heterogeneous e-infrastructures GRID Super Computer ASKAP Cubes Prof. Kevin Vinsen VIRTUAL OBSERVATORY • Standards for publishing and accessing astronomical data (Service Oriented Architecture) • Data provider  analysis service provider Cloud

  20. Questions Susana Sánchez: sse@iaa.es http://amiga.iaa.es/p/212-workflows.htm http://www.wf4ever-project.org

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