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Use Open data PHYSLITE link
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matthewfeickert committed Oct 18, 2024
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</p>
.caption[(Jana Schaarschmidt, [CHEP 2023](https://indico.jlab.org/event/459/contributions/11586/))]

[.center.bold[PHYSLITE]](https://atlas-physlite-content.web.cern.ch/)
[.center.bold[PHYSLITE]](https://atlas-physlite-content-opendata.web.cern.ch/)
* Common file format for .bold[Run 4 Analysis Model]
* Contains already-calibrated objects for fast analysis
* Monolithic: Intended to serve ~80% of physics analysis in Run 4
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.kol-1-2[
.large[
* Raw [PHYSLITE](https://atlas-physlite-content.web.cern.ch/) is not easily loadable by columnar analysis tools outside of ROOT
* Raw [PHYSLITE](https://atlas-physlite-content-opendata.web.cern.ch/) is not easily loadable by columnar analysis tools outside of ROOT
- Challenges for correctly handling `ElementLinks` and custom objects .smaller[(e.g. triggers)]
* Awkward Array supports [`behaviors`](https://awkward-array.org/doc/2.6/reference/ak.behavior.html), which allow for efficiently reinterpreting data on the fly
* ATLAS members have contributed to open ecosystem development to support PHYSLITE in both [Uproot](https://uproot.readthedocs.io/en/stable/) and [Coffea](https://coffeateam.github.io/coffea/api/coffea.nanoevents.PHYSLITESchema.html#coffea.nanoevents.PHYSLITESchema)
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# References

* [ATLAS Software and Computing HL-LHC Roadmap](https://cds.cern.ch/record/2802918), ATLAS Collaboration, 2022
* [ATLAS PHYSLITE Content Documentation](https://atlas-physlite-content.web.cern.ch/), ATLAS Collaboration, Accessed 2024
* [Documentation on PHYSLITE Variables for ATLAS Open Data](https://atlas-physlite-content-opendata.web.cern.ch/), ATLAS Collaboration, Accessed 2024
* [ATLAS PHYSLITE Content Documentation](https://atlas-physlite-content.web.cern.ch/), ATLAS Collaboration, Accessed 2024 [ATLAS Internal]
* [Using Legacy ATLAS C++ Calibration Tools in Modern Columnar Analysis Environments](https://indico.cern.ch/event/1330797/contributions/5796636/), Matthias Vigl, [ACAT 2024](https://indico.cern.ch/event/1330797/)
* [How the Scientific Python ecosystem helps answering fundamental questions of the Universe](https://cfp.scipy.org/2024/talk/KCXVVR/), Vangelis Kourlitis, Matthew Feickert, and Gordon Watts, [SciPy 2024](https://www.scipy2024.scipy.org/)
* [The Columnar Analysis Grand Challenge Demonstrator](https://indico.cern.ch/event/1268248/contributions/5326293/), Gordon Watts, [ATLAS S&C Plenary Afternoon: Demonstrators](https://indico.cern.ch/event/1268248/), 2023-10-04 [ATLAS Internal]
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