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Toolkit for data reduction to tuples for the ATLAS experiment

The final step in a HEP data-processing chain is usually to reduce the data to a `tuple' form which can be efficiently read by interactive analysis tools such as ROOT. Often, this is implemented independently by each group analyzing the data, leading to duplicated effort and needless divergence...

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Detalles Bibliográficos
Autores principales: Snyder, S, Krasznahorkay, A
Lenguaje:eng
Publicado: 2012
Materias:
Acceso en línea:https://dx.doi.org/10.1088/1742-6596/396/2/022047
http://cds.cern.ch/record/1448604
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author Snyder, S
Krasznahorkay, A
author_facet Snyder, S
Krasznahorkay, A
author_sort Snyder, S
collection CERN
description The final step in a HEP data-processing chain is usually to reduce the data to a `tuple' form which can be efficiently read by interactive analysis tools such as ROOT. Often, this is implemented independently by each group analyzing the data, leading to duplicated effort and needless divergence in the format of the reduced data. ATLAS has implemented a common toolkit for performing this processing step. By using tools from this package, physics analysis groups can produce tuples customized for a particular analysis but which are still consistent in format and vocabulary with those produced by other physics groups. The package is designed so that almost all the code is independent of the specific form used to store the tuple. The code that does depend on this is grouped into a set of small backend packages. While the ROOT backend is the most used, backends also exist for HDF5 and for specialized databases. By now, the majority of ATLAS analyses rely on this package, and it is an important contributor to the ability of ATLAS to rapidly analyze physics data.
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spelling cern-14486042019-09-30T06:29:59Zdoi:10.1088/1742-6596/396/2/022047http://cds.cern.ch/record/1448604engSnyder, SKrasznahorkay, AToolkit for data reduction to tuples for the ATLAS experimentDetectors and Experimental TechniquesThe final step in a HEP data-processing chain is usually to reduce the data to a `tuple' form which can be efficiently read by interactive analysis tools such as ROOT. Often, this is implemented independently by each group analyzing the data, leading to duplicated effort and needless divergence in the format of the reduced data. ATLAS has implemented a common toolkit for performing this processing step. By using tools from this package, physics analysis groups can produce tuples customized for a particular analysis but which are still consistent in format and vocabulary with those produced by other physics groups. The package is designed so that almost all the code is independent of the specific form used to store the tuple. The code that does depend on this is grouped into a set of small backend packages. While the ROOT backend is the most used, backends also exist for HDF5 and for specialized databases. By now, the majority of ATLAS analyses rely on this package, and it is an important contributor to the ability of ATLAS to rapidly analyze physics data.ATL-SOFT-PROC-2012-023oai:cds.cern.ch:14486042012-05-14
spellingShingle Detectors and Experimental Techniques
Snyder, S
Krasznahorkay, A
Toolkit for data reduction to tuples for the ATLAS experiment
title Toolkit for data reduction to tuples for the ATLAS experiment
title_full Toolkit for data reduction to tuples for the ATLAS experiment
title_fullStr Toolkit for data reduction to tuples for the ATLAS experiment
title_full_unstemmed Toolkit for data reduction to tuples for the ATLAS experiment
title_short Toolkit for data reduction to tuples for the ATLAS experiment
title_sort toolkit for data reduction to tuples for the atlas experiment
topic Detectors and Experimental Techniques
url https://dx.doi.org/10.1088/1742-6596/396/2/022047
http://cds.cern.ch/record/1448604
work_keys_str_mv AT snyders toolkitfordatareductiontotuplesfortheatlasexperiment
AT krasznahorkaya toolkitfordatareductiontotuplesfortheatlasexperiment