F.A.S.T. package for summarizing ROOT TTrees

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  • License: Apache Software License (Apache Software License 2.0)
  • Author: Ben Krikler
  • Tags ROOT, pandas, analysis, particle physics, HEP, F.A.S.T
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Project description

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fast-carpenter

Turns your trees into tables (ie. reads ROOT TTrees, writes summary Pandas DataFrames)

fast-carpenter can:

  • Be controlled using YAML-based config files

  • Define new variables

  • Cut out events or define phase-space “regions”

  • Produce histograms stored as CSV files using multiple weighting schemes

  • Make use of user-defined stages to manipulate the data

Powered by:

  • AlphaTwirl (presently): to run the dataset splitting

  • Atuproot: to adapt AlphaTwirl to use uproot

  • uproot: to load ROOT Trees into memory as numpy arrays

  • fast-flow: to manage the processing config files

  • fast-curator: to orchestrate the lists of datasets to be processed

  • coffee: to help the developer(s) write code

Installation and usage

Visit the documentation for full details.

Project details

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Maintainers
Avatar for ben.krikler from gravatar.com ben.krikler Avatar for fast-hep from gravatar.com fast-hep

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Project links
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  • License: Apache Software License (Apache Software License 2.0)
  • Author: Ben Krikler
  • Tags ROOT, pandas, analysis, particle physics, HEP, F.A.S.T
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Release history Release notifications | RSS feed

0.21.0

0.20.0

0.19.1

0.19.0

0.18.2

0.18.1

0.18.0

0.17.5

0.17.4

0.17.3

0.17.2

0.17.1

0.16.1

0.15.1

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0.10.0

0.9.1

0.9.0

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0.8.0

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0.7.6

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0.7.4

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0.6.9

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0.6.3

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0.6.1

0.5.7

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0.5.4

0.5.3

0.5.2

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0.4.0

0.3.0

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0.2.1

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