ROOT
From Wikipedia, the free encyclopedia
- For other uses of "root", see root (disambiguation).
| ROOT | |
| Image:Rootdrawing.gif
<tr><td colspan="2" style="text-align: center;">Image:2D ROI.jpg | |
| Use: | Data Analysis |
|---|---|
| Website: | ROOT home page |
ROOT is an object-oriented software package developed by CERN. It was originally designed for particle physics data analysis and contains several features specific to this field, but it is also commonly used in other applications such as astronomy and data mining.
Contents |
[edit] Description
It was initiated by René Brun and Fons Rademakers in 1994. ROOT is written in C++, and published under the LGPL. It provides platform independent access to a computer's graphics subsystem and Operating System using abstract layers. Parts of the abstract platform are: a graphical user interface, container classes, reflection, a C++ script and command line interpreter (CINT), object serialization and persistence.
The packages provided by ROOT include those for
- histogramming and graphing to visualize and analyze distributions and functions,
- curve fitting (regression analysis) and minimization of functionals,
- statistics tools used for data analysis,
- matrix algebra,
- four-vector computations, as used in high energy physics,
- standard mathematical functions,
- multivariate data analysis, e.g. using Neural Networks,
- image manipulation, used e.g. to analyze astronomical pictures,
- access to distributed data (in the context of the Grid),
- distributed computing, to parallelize data analyses,
- persistence and serialization of objects, which can cope with changes in class definitions of persistent data,
- access to databases,
- 3D visualizations (geometry)
- creating files in various graphics formats, like PostScript, JPEG, SVG,
- interfacing Python and Ruby code in both directions,
- interfacing Monte Carlo event generators.
A key feature of ROOT is a data container called tree, with its substructures branches and leaves. A tree can be seen as a sliding window to the raw data, as stored in a file. Data from the next entry in the file can be retrieved by advancing the index in the tree. This avoids memory allocation issues associated with object creation, and allows the tree to act as a lightweight container while handling buffering invisibly.
ROOT's focus on performance is caused by the amount of data that the Large Hadron Collider's experiments will collect, estimated to several petabytes per year. Physicists are expected to analyze this data using ROOT. ROOT is currently mainly used in data analysis and data acquisition in high energy physics experiments — most current experimental plots and results are obtained using ROOT.
[edit] Criticisms
ROOT has been criticised by some, claiming it has a monolithic design, a tendency to re-invent existing technologies, a too strong reliance on the CINT interpreter, and poor use of object-oriented programming methods, including OO antipatterns [1]. In attempting to provide all the functionality required by any data analysis task through a single interface, ROOT has attracted "no silver bullet" criticisms. Many of ROOT's fundamental design elements, such as global state, STL-incompatibility and aggressive single-owner based memory management, can make integration of ROOT functionality with stand-alone code difficult.
However, ROOT undoubtedly has a large user community which on the whole has little issue with these defects, or at least considers their solution secondary to more immediate problems of data analysis. From time to time, issues of ROOT's design and implementation are discussed on the ROOT users mailing list [2] [3].
[edit] Application of ROOT
Several particle physics experiments have written software based on ROOT, often in favor of using more generic solutions (i.e. using ROOT containers instead of STL). The exact meaning of "generic" here is unclear: obviously it is not in the sense of "generic programming" which makes significant use of compile-time abstractions, often via C++ templates.
- Some of the running particle physics experiments using software based on ROOT
- Future particle physics experiments currently developing software based on ROOT
- Other physics projects using ROOT
[edit] See also
- CINT
- HippoDraw
- Java Analysis Studio
- R programming language
- AIDA (computing)
- PAW
- Particle physics
- CERN
- IGOR Pro
- Scientific computing
[edit] External links
- The ROOT System Home Page
- ROOT users mailing list
- The Qt/ROOT System Home Page
- GSI Object Oriented On-line Off-line system is an alternative GUI for Root base on QT/ROOT. Aside from being useful for the advanced Online/Offlline use it was designed for, it can be somewhat easier for the beginner, as its standard-style GUI offers a more menu-driven approach.
- Hippodraw — an alternative C++-based data analysis system
- Java Analysis Studio 3 — a Java-based AIDA-compliant data analysis system
- AIDA: Abstract Interfaces for Data Analysis — open interfaces and formats for particle physics data processing
- OpenScientist a C++-based data analysis system, AIDA-compliant.de:ROOT
