IRIS-HEP AGC Tools 2021 Workshop

Name: IRIS-HEP AGC Tools 2021 Workshop
Start: 2021-11-03T15:30:00+01:00
End: 2021-11-04T20:00:00+01:00
Location: No location set

3 Nov 2021, 15:30 → 4 Nov 2021, 20:00 Europe/Zurich

Alexander Held (New York University (US)), Oksana Shadura (University of Nebraska Lincoln (US))

Description

The IRIS-HEP AGC Tools 2021 Workshop is dedicated to showcasing tools and workflows related to the so-called “Analysis Grand Challenge” (AGC) being organised by IRIS-HEP and partners. The AGC focuses on running a physics analysis at scale, including the handling of systematic uncertainties, binned statistical analysis, reinterpretation and end-to-end optimization. The AGC makes use of new and advanced analysis tools developed by the community in the Python ecosystem, and relies on the development of the required cyberinfrastructure to be executed at scale. A specific goal of the AGC is to demonstrate technologies envisioned for use at the HL-LHC.

The agenda will be composed of hands-on tutorials based on various tools and services developed in the Python ecosystem by and for the particle physics community, and room to discuss the current status of projects and interfaces. This includes chances to discuss and identify things that may be missing to allow you to implement your specific use case in the envisioned workflows.

We expect the following libraries and tools to be included:

The number of participants for this event is limited to ensure the availability of hardware resources for all participants. Preference will be given to participants who have some experience with the ecosystem, and material will be provided ahead of the workshop to cover some basics. We furthermore aim to have a balance in participants between ATLAS and CMS. You are welcome to register also if you are not a member of ATLAS or CMS, however there will be two parallel tracks dedicated to ATLAS and CMS on the second day, without another generic parallel track for members of other experiments.

The deadline for registrations is extended to Nov 1st.

If you have any questions, please do not hesitate to get in touch! You can find email addresses of the organizers below.

Recordings

You can find recordings attached to this agenda for each contribution, or check out the IRIS-HEP AGC Tools 2021 Workshop playlist on YouTube.

Participants

102 View full list

Wednesday 3 November
- Wed 3 Nov
- Thu 4 Nov
- Tutorials: Analysis Tools and Services
  
  Ask questions on Slido!
  - 1
    
    Introduction
    
    Speakers: Alexander Held (New York University (US)), Oksana Shadura (University of Nebraska Lincoln (US))
    
    agc_intro.mp4
    
    Ask questions on Slido!
    
    IRIS-HEP AGC Tools 2021 Workshop
  - 2
    
    Data handling: uproot, awkward & vector
    
    Speaker: Mason Proffitt (University of Washington (US))
    
    agc_uproot_awk.mp4
    
    Binder
    
    GitHub repository
  - 3
    
    Histogramming & visualization: hist & mplhep
    
    Speaker: Andrzej Novak (RWTH Aachen (DE))
    
    agc_mplhep.mp4
    
    binder
    
    GitHub Repo
  - 4
    
    Columnar analysis with coffea
    
    Speakers: Lindsey Gray (Fermi National Accelerator Lab. (US)), Nick Smith (Fermi National Accelerator Lab. (US))
    
    agc_coffea.mp4
    
    binder
  - 5
    
    mini Q&A / overflow
- 17:45
  
  Break
- Tutorials: Analysis Tools and Services
  
  Ask questions on Slido!
  - 6
    
    Queries with func_adl
    
    Speaker: Mason Proffitt (University of Washington (US))
    
    agc_funcadl.mp4
    
    Binder
    
    GitHub repository
  - 7
    
    Data delivery with ServiceX
    
    Speaker: Kyungeon Choi (University of Texas at Austin (US))
    
    agc_servicex.mp4
    
    Jupyter notebook for ServiceX
  - 8
    
    From data delivery to statistical inference: ServiceX, coffea, cabinetry & pyhf
    
    Speaker: Alexander Held (New York University (US))
    
    20211103_pyhf_cabinetry_AGC.pdf
    
    agc_cabinetry.mp4
    
    notebook on GitHub
Thursday 4 November
- Wed 3 Nov
- Thu 4 Nov
- Tutorials: Analysis Tools and Services
  
  Ask questions on Slido!
  - 9
    
    Data management with Skyhook
    
    Speakers: Carlos Maltzahn (University of California, Santa Cruz), Jayjeet Chakraborty (University of California, Santa Cruz)
    
    20211104 AGC Tools Workshop.pdf
    
    agc_skyhook.mp4
  - 10
    
    Scale-out with coffea
    
    Speaker: Oksana Shadura (University of Nebraska Lincoln (US))
    
    agc_coffeacasa.mp4
    
    coffea-casa AF
    
    coffea-casa AF@ AGC(2).pdf
    
    Coffea-casa tutorials
  - 11
    
    Discussion
- 17:00
  
  Break
- Experiment specific session: ATLAS
  
  Convener: Lukas Alexander Heinrich (CERN)
  
  ATLAS agenda
  
  CMS agenda
- Experiment specific session: CMS
  
  Convener: Lindsey Gray (Fermi National Accelerator Lab. (US))
  
  ATLAS agenda
  
  CMS agenda

Choose timezone

IRIS-HEP AGC Tools 2021 Workshop

Recordings