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Anaphe - OO Libraries and Tools for Data Analysis

The Anaphe project is an ongoing effort to provide an Object Oriented software environment for data analysis in HENP experiments. A range of commercial and public domain libraries is used to cover basic functionalities; on top of these libraries a set of HENP-specific C++ class libraries for histogr...

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Detalles Bibliográficos
Autores principales: Couet, O, Ferrero-Merlino, B, Molnar, Z, Moscicki, J T, Pfeiffer, A, Sang, M
Lenguaje:eng
Publicado: 2001
Materias:
Acceso en línea:http://cds.cern.ch/record/519003
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author Couet, O
Ferrero-Merlino, B
Molnar, Z
Moscicki, J T
Pfeiffer, A
Sang, M
author_facet Couet, O
Ferrero-Merlino, B
Molnar, Z
Moscicki, J T
Pfeiffer, A
Sang, M
author_sort Couet, O
collection CERN
description The Anaphe project is an ongoing effort to provide an Object Oriented software environment for data analysis in HENP experiments. A range of commercial and public domain libraries is used to cover basic functionalities; on top of these libraries a set of HENP-specific C++ class libraries for histogram management, fitting, plotting and ntuple-like data analysis has been developed. In order to comply with the user requirements for a command-line driven tool, we have chosen to use a scripting language (Python) as the front-end for a data analysis tool. The loose coupling provided by the consequent use of (AIDA compliant) Abstract Interfaces for each component in combination with the use of shared libraries for their implementation provides an easy integration of existing libraries into modern scripting languages thus allowing for rapid application development. This integration is simplified even further using a specialised toolkit (SWIG) to create "shadow classes" for the Python language, which map the definitions of the Abstract Interfaces almost at a one-to-one level. This paper will give an overview of the architecture and design choices and will present the current status and future developments of the project.
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institution Organización Europea para la Investigación Nuclear
language eng
publishDate 2001
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spelling cern-5190032019-09-30T06:29:59Zhttp://cds.cern.ch/record/519003engCouet, OFerrero-Merlino, BMolnar, ZMoscicki, J TPfeiffer, ASang, MAnaphe - OO Libraries and Tools for Data AnalysisComputing and ComputersThe Anaphe project is an ongoing effort to provide an Object Oriented software environment for data analysis in HENP experiments. A range of commercial and public domain libraries is used to cover basic functionalities; on top of these libraries a set of HENP-specific C++ class libraries for histogram management, fitting, plotting and ntuple-like data analysis has been developed. In order to comply with the user requirements for a command-line driven tool, we have chosen to use a scripting language (Python) as the front-end for a data analysis tool. The loose coupling provided by the consequent use of (AIDA compliant) Abstract Interfaces for each component in combination with the use of shared libraries for their implementation provides an easy integration of existing libraries into modern scripting languages thus allowing for rapid application development. This integration is simplified even further using a specialised toolkit (SWIG) to create "shadow classes" for the Python language, which map the definitions of the Abstract Interfaces almost at a one-to-one level. This paper will give an overview of the architecture and design choices and will present the current status and future developments of the project.CERN-IT-2001-012oai:cds.cern.ch:5190032001-09-21
spellingShingle Computing and Computers
Couet, O
Ferrero-Merlino, B
Molnar, Z
Moscicki, J T
Pfeiffer, A
Sang, M
Anaphe - OO Libraries and Tools for Data Analysis
title Anaphe - OO Libraries and Tools for Data Analysis
title_full Anaphe - OO Libraries and Tools for Data Analysis
title_fullStr Anaphe - OO Libraries and Tools for Data Analysis
title_full_unstemmed Anaphe - OO Libraries and Tools for Data Analysis
title_short Anaphe - OO Libraries and Tools for Data Analysis
title_sort anaphe - oo libraries and tools for data analysis
topic Computing and Computers
url http://cds.cern.ch/record/519003
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