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Streaming analysis for XENON

Project description

saltax

DOI Test package Coverage Status PyPI version shields.io pre-commit.ci status

Salting fuse into strax data, followed by comparison and analysis. Please check this notes to see how it serves physics.

Installation

cd saltax
pip install -e ./ --user

Tutorial

Please check notebooks in notebooks/.

Computing

Please see folder jobs/ for slurm job submission. Below you can see a benchmark from a 26 seconds Ar37 run, sprinkled 50Hz flat beta band. You can roughly estimate the overhead by scaling it, neglecting the rate dependence in overhead.

Step Overhead [sec] (salt) Overhead [sec] (simu)
microphysics_summary 19
raw_records_simu 210
records 15
peaklets 68 9
peak_basics 3 1
event_info 63 11

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