| 1 | \documentclass[twoside,11pt]{article}
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| 2 | % \usepackage[latin1]{inputenc}
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| 3 | % \usepackage[T1]{fontenc}
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| 4 | \usepackage[francais]{babel}
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| 5 | \usepackage{graphicx}
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| 6 | 
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| 7 | \usepackage{amsmath}
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| 8 | \usepackage{amssymb}
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| 9 | \usepackage{latexsym}
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| 10 | 
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| 11 | \usepackage{palatino}
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| 12 | 
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| 13 | %  Definition pour Docs Sophya
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| 14 | \usepackage{defsophya}
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| 15 | 
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| 16 | \usepackage{makeidx}
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| 17 | 
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| 18 | \usepackage[ps2pdf,bookmarks,bookmarksnumbered,%
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| 19 |               urlcolor=blue,citecolor=blue,linkcolor=blue,%
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| 20 |                 pagecolor=blue,%hyperindex,%
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| 21 |                  colorlinks=true,hyperfigures=true,hyperindex=true
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| 22 |            ]{hyperref}
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| 23 | 
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| 24 | \setlength{\textwidth}{17cm}
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| 25 | \setlength{\textheight}{21.5cm}
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| 26 | \setlength{\topmargin}{0.5cm}
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| 27 | \setlength{\oddsidemargin}{0.cm}
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| 28 | \setlength{\evensidemargin}{0.cm}
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| 29 | \setlength{\unitlength}{1mm}
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| 30 | 
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| 31 | % \newcommand{\piacommand}[1]{
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| 32 | %  \framebox{\bf \Large #1 } \index{#1} % (Command) 
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| 33 | %}
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| 34 | % \newcommand{\piahelpitem}[1]{
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| 35 | %  \framebox{\bf \Large #1 } \index{#1} (Help item)
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| 36 | %}
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| 37 | 
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| 38 | \newcommand{\piacommand}[1]{
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| 39 | $\blacksquare$ \hspace{3mm} {\bf \Large #1 } \index{#1} % (Command) 
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| 40 | }
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| 41 | 
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| 42 | \newcommand{\piahelpitem}[1]{
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| 43 | $\square$ \hspace{3mm} {\bf \Large #1 } \index{#1} (Help item) 
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| 44 | }
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| 45 | 
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| 46 | \newcommand{\myppageref}[1]{ (p. \pageref{#1} ) }
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| 47 | 
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| 48 | \makeindex     %  Constitution d'index
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| 49 | 
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| 50 | \begin{document}
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| 51 | \begin{titlepage}
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| 52 | %  The title page - top of the page with the title of the paper
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| 53 | \titrehp{piapp \\ An interactive data analysis tool}
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| 54 | %  Authors list
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| 55 | \auteurs{
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| 56 | R. Ansari            &  ansari@lal.in2p3.fr       \\
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| 57 | E. Aubourg           &  aubourg@hep.saclay.cea.fr \\
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| 58 | C. Magneville        &  cmv@hep.saclay.cea.fr     \\
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| 59 | O. Perdereau         &  perderos@lal.in2p3.fr     \\
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| 60 | }
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| 61 | % \author{R. Ansari {\tt ansari@lal.in2p3.fr} \\
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| 62 | % E. Aubourg {\tt aubourg@hep.saclay.cea.fr} \\
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| 63 | % C. Magneville {\tt cmv@hep.saclay.cea.fr} 
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| 64 | % }
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| 65 | \vspace{1cm}
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| 66 | \begin{center}
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| 67 | {\bf \Large piapp Version: 3.95 (V\_Mai2003) } 
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| 68 | \end{center}
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| 69 | \titrebp{5}
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| 70 | 
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| 71 | \end{titlepage}
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| 72 | 
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| 73 | \newpage
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| 74 | \tableofcontents
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| 75 | \newpage
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| 76 | 
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| 77 | \section{Introduction}
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| 78 | \index{piapp}
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| 79 | {\bf piapp} (or {\bf spiapp}) is an interactive data analysis 
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| 80 | and visualization  program. It is based on the {\bf PI} GUI library 
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| 81 | and the {\bf SOPHYA}
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| 82 | (or {\bf PEIDA++}) C++ data analysis class library 
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| 83 | \footnote{see http://www.sophya.org}. 
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| 84 | This document contains an overview of piapp possibilities as well as 
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| 85 | a copy of the on-line help (accessible through the menu {\tt File/Help}). 
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| 86 | Once the SOPHYA/piapp (or PEIDA++/piapp) environment 
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| 87 | \footnote{ The environment variables {\tt SOPHYABASEREP} (or {\tt EROSBASEREP}),
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| 88 | {\tt SOPHYACXX} (compiler selector), the shared library path 
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| 89 | {\tt LD\_LIBRARY\_PATH} and the executable search path {\tt PATH} must
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| 90 | be defined}
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| 91 | has been initialized, {\bf piapp} can simply be started on the command
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| 92 | line. {\tt (s)piapp -h} provides a brief help of the command line 
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| 93 | arguments. Xtoolkit options can also be specified as command line
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| 94 | arguments.
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| 95 | \begin{verbatim}
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| 96 | csh> spiapp -h
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| 97 |  PIOPersist::Initialize() Starting Sophya Persistence management service
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| 98 | SOPHYA Version  1.3 Revision 76 (V_Jun2002) -- Jul 31 2002 12:26:37 cxx
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| 99 | 
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| 100 |  piapp: Interactive data analysis and visualisation program
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| 101 |  Usage: piapp [-nored] [-nosig] [-nosigfpe] [-nosigsegv] [-hidezswin]
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| 102 |               [-tmpdir TmpDirectory] [-help2tex] [-exec file [args]]
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| 103 |   -nored : NoRedirect StdOut/StdErr
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| 104 |   -nosig : Don't catch SigFPE, SigSEGV
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| 105 |   -nosigfpe -nosigsegv: Don t catch SigFPE / SigSEGV
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| 106 |   -hidezswin : Hide Zoom/Stat/ColMap window
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| 107 |   -tmpdir TmpDirectory: defines TMDIR for temporary files
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| 108 |   -help2tex: Create a LaTeX help file (piahelp.tex)
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| 109 |   -exec file [args] : Execute command file
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| 110 | \end{verbatim} 
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| 111 | Once {\bf piapp} is started, a main window, containing the menu bar, 
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| 112 | an upper part containing the zoom and colormap window for 
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| 113 | image displays, memory and CPU usage and a terminal like 
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| 114 | window in the lower part appears. The figure \ref{figmainwin}
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| 115 | shows an image of the piapp main window.
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| 116 | \begin{verbatim}
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| 117 | csh> spiapp 
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| 118 |  PIOPersist::Initialize() Starting Sophya Persistence management service
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| 119 | SOPHYA Version  1.3 Revision 76 (V_Jun2002) -- Jul 31 2002 12:26:37 cxx
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| 120 | >>>>> Starting piapp <<<<<
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| 121 | SOPHYA Version  1.3 Revision 76 (V_Jun2002) -- Jul 31 2002 12:26:37 cxx
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| 122 | Version: piapp=3.55  PI=3.8  SOPHYA=1.376
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| 123 |  --piapp: Creating Tmp Directory: ./PIATmp_aadrPa/
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| 124 |  PIColorMap::PIColorMap(CMapId id) Allocating ColorMap Grey32 ...
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| 125 |  PIColorMap::PIColorMap(CMapId id) Allocating ColorMap InvGrey32 ...
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| 126 |  PIColorMap::PIColorMap(CMapId id) Allocating ColorMap ColRJ32 ...
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| 127 |  registration of contour commands
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| 128 |  registration of flow chart commands
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| 129 | SOPHYA Version  1.3 Revision 76 (V_Jun2002) -- Jul 31 2002 12:26:37 cxx
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| 130 |   NamedObjMgr::SetTmpDir()+XNTuple::SetSwapPath() ./PIATmp_aadrPa/
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| 131 | \end{verbatim}
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| 132 | 
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| 133 | C++ code can be executed within the piapp application, easing the 
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| 134 | development and analysis task.
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| 135 | piapp can handle input data in different formats:
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| 136 | \begin{itemize}
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| 137 | \item[\bul] ASCII files (see {\tt ntfrascii} \myppageref{ntfrascii} and 
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| 138 | {\tt newnt} \myppageref{newnt} command)
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| 139 | \item[\bul] FITS format files, through menu {\bf File/Open-Fits}. 
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| 140 | (see also (see {\tt openfits} \myppageref{openfits}) command.
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| 141 | \item[\bul] PPF (Portable Persistence file Format) files through 
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| 142 | menu {\bf File/Open-PPF}. PPF files are the native persistence 
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| 143 | format in Sophya (or PEIDA++). 
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| 144 | \end{itemize}
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| 145 | 
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| 146 | The next sections present a quick tour of {\bf piapp}.
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| 147 | 
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| 148 | \vspace*{10mm}
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| 149 | \begin{figure}[ht!]
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| 150 | \begin{center}
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| 151 | \includegraphics[width=16cm]{piapp_mainwin.eps}
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| 152 | \caption{piapp main window}
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| 153 | \label{figmainwin}
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| 154 | \end{center}
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| 155 | \end{figure}
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| 156 | 
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| 157 | 
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| 158 | \newpage
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| 159 | \section{A Tour of piapp}
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| 160 | \subsection{the Object Manager (NamedObjMgr)}
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| 161 | The {\bf piapp} application is built around an object manager
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| 162 | (class {\tt NamedObjMgr}) and a graphic application
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| 163 | (class {\tt PIStdImgApp}). Objects inheriting from 
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| 164 | the class {\tt AnyDataObj} can be managed through adapter 
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| 165 | classes (classes inheriting from {\tt NObjMgrAdapter}) by 
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| 166 | the object manager. 
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| 167 | \par
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| 168 | User sees the objects (such as Sophya objects Histo, NTuple,
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| 169 | Arrays, Images, SkyMaps, \ldots) kept in memory, organized 
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| 170 | in a single level tree structure. Four memory directories
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| 171 | are automatically created and can not be removed: \\
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| 172 | \centerline{\bf /home \hspace{10mm} /old \hspace{10mm} /tmp \hspace{10mm} /autoc}
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| 173 | The default working directory (in memory) is {\bf /home}.
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| 174 | Other directories can be created by the user.
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| 175 | \begin{center} 
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| 176 | {\bf Warning:} These are only the directory 
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| 177 | structure managed by the piapp application and do not 
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| 178 | correspond to the file system directories
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| 179 | \end{center}
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| 180 | The window {\bf ObjMgr} shown in figure \ref{figobjmgrw} 
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| 181 | can be used to navigate in the memory directories and 
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| 182 | execute simple operations on objects. This window 
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| 183 | can be displayed using the menu command
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| 184 | Menubar: {\bf Objects/ObjectManager}. 
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| 185 | The button \framebox{\small \bf SetCurObj} can be used to set the value
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| 186 | of the interpreter's variable {\tt cobj} to the selected 
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| 187 | object name. 
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| 188 | Refer to the commands in group {\bf Object Management} 
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| 189 | for more information.
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| 190 | 
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| 191 | \vspace*{5mm}
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| 192 | \begin{figure}[ht!]
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| 193 | \begin{center}
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| 194 | \includegraphics[width=10cm]{piapp_objmgr.eps}
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| 195 | \caption{The interactive object management window}
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| 196 | \label{figobjmgrw}
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| 197 | \end{center}
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| 198 | \end{figure}
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| 199 | 
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| 200 | \subsection{command language}
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| 201 | A basic command interpreter ({\bf piacmd}) is included in {\bf piapp} and 
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| 202 | other command interpreters can be inserted in the application 
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| 203 | framework.
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| 204 | This interpreter ({\bf piacmd} \myppageref{piacmd}) 
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| 205 | synthax is close to the c-shell 
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| 206 | (csh) shell script. It is possible to define and use variables
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| 207 | ({\tt set} command, {\tt \$varname}), and execute loops 
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| 208 | ({\tt foreach,for}), as well as simple tests 
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| 209 | ({\tt if test then ... else ... endif}).
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| 210 | Commands from a file (default extension .pic) can be executed 
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| 211 | using the {\tt exec} command.
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| 212 | Long commands can be put on several lines, by ending a line
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| 213 | by the backslash \\ caracter, to signal that the command
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| 214 | continues on the next line.
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| 215 | 
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| 216 | The command macro below shows a sample piapp session, where 
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| 217 | data from the file {\tt demo.ppf} are displayed.
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| 218 | \begin{verbatim}
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| 219 | #  Trace mode -> On
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| 220 | traceon
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| 221 | #  Deleting all objects in the current directory
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| 222 | delobjs *
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| 223 | #  Opening the PPF file demo.ppf
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| 224 | openppf demo.ppf
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| 225 | # Various displays in a graphic window, divided into 2x2 zones
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| 226 | zone 2 2
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| 227 | #  1D histogram display
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| 228 | disp h1d blue
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| 229 | #  2D histogram display
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| 230 | disp h2d
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| 231 | #  Function display
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| 232 | func sin(x)/x 0.1 10. 200 gold
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| 233 | #  Surface representation of a matrix
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| 234 | surf mtx1 colbr32
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| 235 | # Contour representation of a matrix
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| 236 | contour mtx1 'colrj32 normalline ncont=7'
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| 237 | #  3D representation of points using a PAW like command
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| 238 | n/plot nt31.z%y%x ! ! win
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| 239 | #  3D points superimposed on the previous display
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| 240 | nt3d nt32 x y  z ex ey ez - - 'same fcirclemarker7 red'
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| 241 | \end{verbatim}
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| 242 | 
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| 243 | \subsection{NTuple vue / PAW like commands}
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| 244 | It is possible to plot various expressions of objects, seen as
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| 245 | a 2D table, with named columns. This possibility exist not only 
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| 246 | for NTuples, but also for most objects (from SOPHYA) handled 
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| 247 | by piapp. See command groups {\bf Expr.Plotting} and 
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| 248 | {\bf pawCmd}
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| 249 | 
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| 250 | \subsection{C++ execution inside piapp}
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| 251 | For more complex processings, where the full power of C++
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| 252 | and the class libraries are necessary, {\bf piapp} provide 
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| 253 | the possibility of executing C++ code, without the burden 
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| 254 | of having to write a complete program. The objects 
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| 255 | present in the current directory are automatically 
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| 256 | declared. The communication with the piapp application 
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| 257 | is done by the {\bf NamedObjMgr} class. 
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| 258 | Two macros {\tt KeepObj()} and {\tt DisplayObj()}
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| 259 | simplify the task of keeping newly created objects.
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| 260 | In the example below, we first create a noisy signal 
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| 261 | in a vector, and we keep it in the application 
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| 262 | (Notice the use of multiline command) :
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| 263 | 
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| 264 | \begin{verbatim}
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| 265 | Cmd> c++exec c++exec Vector in(1024); \
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| 266 | Cmd> in = RandomSequence(RandomSequence::Gaussian, 0., 1.); \
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| 267 | Cmd> for(int kk=0; kk<in.Size(); kk++) \
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| 268 | Cmd> in(kk) += 2*sin(kk*0.05); \
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| 269 | Cmd> KeepObj(in);
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| 270 | \end{verbatim}
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| 271 | We can of course display the resulting vector:
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| 272 | \begin{verbatim}
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| 273 | Cmd> disp in 
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| 274 | \end{verbatim}
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| 275 | 
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| 276 | And, at a subsequent stage, make a low pass filter 
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| 277 | on the vector in:
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| 278 | \begin{verbatim}
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| 279 | Cmd> c++exec Vector out(1024); \
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| 280 | Cmd> int w = 2; \
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| 281 | Cmd> for(int k=w; k<in.Size()-w; k++) \
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| 282 | Cmd>   out(k) = in(Range(k-w, k+w)).Sum()/(2.*w+1.); \
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| 283 | Cmd> KeepObj(out);
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| 284 | \end{verbatim}
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| 285 | 
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| 286 | We can display the new vector {\tt out} overlayed 
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| 287 | on the previously displayed vector:
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| 288 | \begin{verbatim}
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| 289 | Cmd> disp out 'red same'
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| 290 | \end{verbatim}
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| 291 | 
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| 292 | See command group {\bf CxxExecutorCmd} for more information,
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| 293 | and the option window activated by the menu: 
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| 294 | {\bf Special/CxxExecOption}.
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| 295 | 
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| 296 | \subsection{Extending the application}
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| 297 | The {\bf piapp} application can easily be extended by the user.
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| 298 | This is done through shared libraries which can be opened 
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| 299 | and used by the application. 
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| 300 | Two main methods can be used (see  command group 
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| 301 | {\bf ExternalModules}) : 
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| 302 | \begin{itemize}
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| 303 | \item Creation of user functions. A shared library containing 
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| 304 | at least one user function with the following prototype
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| 305 | should be created:
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| 306 | \begin{verbatim}
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| 307 | extern "C" {
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| 308 |   void myfonction(vector<string>& args);
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| 309 | }
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| 310 | \end{verbatim}
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| 311 | The class {\bf NameObjMgr} should be used to communicate with the 
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| 312 | application. The {\tt link} \myppageref{link} and {\tt call} \myppageref{call}
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| 313 | should be used to load and execute user functions. An example of
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| 314 | user function can be found in DemoPIApp/user.cc exlink.pic.
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| 315 | 
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| 316 | \item Creation of loadable modules: Loadable modules can be 
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| 317 | used to extend the application possibilities in a way totally 
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| 318 | transparent to the user. It is possible to define new commands, 
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| 319 | handling of new object types, additional graphic functionalities
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| 320 | in a loadable module.
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| 321 | 
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| 322 | The class {\bf CmdExecutor} is the base class for extending piapp.
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| 323 | A shared library should be built, containing two functions,for
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| 324 | the activation and deactivation of the module, with the following
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| 325 | prototype (where {\tt mymodule} is the module's name.
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| 326 | \begin{verbatim}
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| 327 | extern "C" {
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| 328 |   void mymodule_init();
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| 329 |   void mymodule_end();
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| 330 | }
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| 331 | \end{verbatim}
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| 332 | 
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| 333 | \end{itemize}
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| 334 | 
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| 335 | \newpage
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| 336 | \section{Interactive graphics}
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| 337 | Display of objects in piapp are managed by {\bf PIDrawers} and three
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| 338 | main viewers:
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| 339 | 
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| 340 | \begin{itemize}
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| 341 | \item[\bul]  PIScDrawWdg: Handler of 2-D drawers with interactive zoom
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| 342 | (see {\bf PIScDrawWdg} \myppageref{PIScDrawWdg} for more information.
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| 343 | \item[\bul] PIImage: Manages display of a 2-D array (P2DArrayAdapter) as an image 
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| 344 | and controls a zoom widget, as well as a global image view widget, and 
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| 345 | a color map view widget. (see {\bf PIImage} \myppageref{PIImage} for 
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| 346 |  more information.
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| 347 | \item[\bul] PIDraw3DWdg: handler of 3-D drawers with interacive rotation
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| 348 | and zoom. (see {\bf PIDraw3DWdg} \myppageref{PIDraw3DWdg} for more information.
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| 349 | \end{itemize}
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| 350 | 
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| 351 | \par
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| 352 | Refer to the command reference section on windows ({\bf Windows}
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| 353 | \myppageref{Windows})
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| 354 | for information on the different type of windows used by piapp 
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| 355 | and their properties.
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| 356 | 
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| 357 | \par
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| 358 | In addition, a number of control windows can be used to examine and 
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| 359 | change view properties of differents viewers and drawers.
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| 360 | \begin{itemize}
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| 361 | \item[] PIDrawerTools (see page \myppageref{secdrwtools})
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| 362 | \item[] PIAxesTools (see page \myppageref{secaxestools})
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| 363 | \item[] PIImageTools (see page \myppageref{secimagetools})
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| 364 | \item[] PIHisto2DTools (see page \myppageref{sech2dtools})
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| 365 | \item[] PIContourTools (see page \myppageref{secconttools})
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| 366 | \end{itemize}
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| 367 | 
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| 368 | 
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| 369 | \newpage
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| 370 | \section{piapp command reference}
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| 371 | \label{piappcmdref}
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| 372 | This section contains the description of piapp commands. This information
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| 373 | is available on-line, through the help command, or through a graphic
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| 374 | window, accessible  through the menu {\tt File/Help}.
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| 375 | The help items and command are divided into different sections,
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| 376 | where related commands are grouped. \\[10mm]
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| 377 | 
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| 378 | % \include{piahelp}
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| 379 | \input{piahelp.tex}
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| 380 | 
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| 381 | %  La partie des appendix
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| 382 | \appendix
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| 383 | 
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| 384 | \newpage
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| 385 | \section{DrawerTools} \index{DrawerTools}
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| 386 | \label{secdrwtools}
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| 387 | The {\bf PIDrawerTools}, shown in the figure \ref{figdrwtools} can be 
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| 388 | used to change the graphic attributes (color, font, marker, \ldots)
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| 389 | of the Drawers displayed in 2D displays 
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| 390 | ({\bf PIScDrawWdg} \myppageref{PIScDrawWdg}) or 3D displays 
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| 391 | ({\bf PIDraw3DWdg} \myppageref{PIDraw3DWdg}), as well in image displays
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| 392 | {\bf PIImage} (\myppageref{PIImage}). The PIDrawerTools can be activated
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| 393 | either using {\tt Alt<G>} on a PIScDrawWdg,PIDraw3DWdg,PIImage, 
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| 394 | or through the menu {\bf Tools/Show DrawerTools}.
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| 395 | A given drawer can be selected through the DrawerId selector.
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| 396 | 
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| 397 | \vspace*{10mm}
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| 398 | \begin{figure}[ht!]
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| 399 | \begin{center}
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| 400 | \includegraphics[width=7cm]{piapp_drwtools.eps}
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| 401 | \caption{PIDrawerTools}
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| 402 | \label{figdrwtools}
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| 403 | \end{center}
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| 404 | \end{figure}
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| 405 | \newpage
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| 406 | 
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| 407 | \newpage
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| 408 | \section{AxesTools} \index{AxesTools}
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| 409 | \label{secaxestools}
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| 410 | The {\bf PIAxesTools}, shown in the figure \ref{figaxestools} can be used to 
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| 411 | control and change the setting of axes on 2D displays 
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| 412 | ({\bf PIScDrawWdg} \myppageref{PIScDrawWdg}).
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| 413 | The PIAxesTools can be activated
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| 414 | either using {\tt Alt<A>} on a PIScDrawWdg or through 
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| 415 | the menu {\bf Tools/Show AxesTools}.
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| 416 | 
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| 417 | \vspace*{10mm}
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| 418 | \begin{figure}[ht!]
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| 419 | \begin{center}
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| 420 | \includegraphics[width=8cm]{piapp_axestools.eps}
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| 421 | \caption{PIAxesTools}
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| 422 | \label{figaxestools}
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| 423 | \end{center}
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| 424 | \end{figure}
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| 425 | 
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| 426 | \newpage
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| 427 | \section{ImageTools} \index{ImageTools}
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| 428 | \label{secimagetools}
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| 429 | The {\bf PIImageTools}, shown in the figure \ref{figimgtools} can be used to 
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| 430 | manipulate a display of type image. Image display are handled by the 
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| 431 | {\bf PIImage} (\myppageref{PIImage}). The PIImageTools can be activated
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| 432 | either using {\tt Alt<O>} on a PIImage, or through the menu 
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| 433 | {\bf Tools/Show ImageTools}.
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| 434 | 
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| 435 | \vspace*{10mm}
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| 436 | \begin{figure}[ht!]
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| 437 | \begin{center}
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| 438 | \includegraphics[width=8cm]{piapp_imgtools.eps}
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| 439 | \caption{PIImageTools}
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| 440 | \label{figimgtools}
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| 441 | \end{center}
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| 442 | \end{figure}
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| 443 | 
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| 444 | \newpage
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| 445 | \section{Histo2DTools} \index{Histo2DTools}
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| 446 | \label{sech2dtools}
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| 447 | The {\bf PIHisto2DTools}, shown in the figure \ref{figh2dtools} can be 
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| 448 | used to control and change the display caracteristics of 2D histograms.
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| 449 | PIHisto2DTools can be activated 
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| 450 | either using {\tt Alt<O>} on a PIScDrawWdg, when the active 
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| 451 | drawer is a PIHisto2DDrawer, or through the generic drawer tool 
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| 452 | PIDrawerTools.
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| 453 | 
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| 454 | \vspace*{10mm}
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| 455 | \begin{figure}[ht!]
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| 456 | \begin{center}
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| 457 | \includegraphics[width=8cm]{piapp_h2dtools.eps}
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| 458 | \caption{PIHisto2DTools}
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| 459 | \label{figh2dtools}
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| 460 | \end{center}
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| 461 | \end{figure}
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| 462 | 
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| 463 | \newpage
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| 464 | \section{ContourTools} \index{ContourTools}
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| 465 | \label{secconttools}
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| 466 | The {\bf PIContourTools}, shown in the figure \ref{figconttools} can be 
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| 467 | used to control and change the caracteristics of contour displays.
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| 468 | PIContourTools can be activated  
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| 469 | either using {\tt Alt<O>} on a PIScDrawWdg, when the active 
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| 470 | drawer is a PIContDrawer, or through the generic drawer tool 
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| 471 | PIDrawerTools.
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| 472 | 
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| 473 | \vspace*{10mm}
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| 474 | \begin{figure}[ht!]
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| 475 | \begin{center}
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| 476 | \includegraphics[width=11cm]{piapp_conttools.eps}
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| 477 | \caption{PIContourTools}
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| 478 | \label{figconttools}
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| 479 | \end{center}
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| 480 | \end{figure}
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| 481 | 
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| 482 | 
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| 483 | 
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| 484 | Both drawing options  (e.g. color, line type, fonts...) and contour 
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| 485 | determination parameters (e.g. contour number and levels) are controlled 
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| 486 | by {\bf PIContourTools}. 
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| 487 | 
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| 488 | \subsection{Drawing options}
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| 489 | The top choices in {\bf PIContourTools} 
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| 490 | concern the color map (left choice) or color (right choice) of the contours.
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| 491 | If a color map has been chosen, it is used to give each contour a color 
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| 492 | (according to its level). If no color map has been chosen, contours may be 
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| 493 | given a color using the left choice box. 
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| 494 | 
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| 495 | Contour are by default traced by lines. 
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| 496 | Alternatively (or in addition) the user may ask to trace them by markers 
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| 497 | or to put numeric labels (with the contour's level) aside the contour. 
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| 498 | These options are enabled/disabled by the {\tt LineON}, {\tt MarkerON} and {\tt LabelON} 
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| 499 | buttons from {\bf PIContourTools}. 
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| 500 | 
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| 501 | Options may be recovered ({\tt GetAtt}) or set ({\tt SetAtt})
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| 502 | from/to a drawer. Setting an option which adds to the screen will be immediately visible 
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| 503 | whereas unsetting it requires a {\tt Refresh} to be visible.  
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| 504 | 
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| 505 | 
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| 506 | \subsection{Contour options}
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| 507 | The contouring routines in {\tt spiapp} are based on a hack of the {\tt GNUPlot} 
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| 508 | routines. Contours are determined from a grid of values 
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| 509 | using an interpolation scheme. Three schemes may be used
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| 510 | (selected by the left menu) : 
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| 511 | \begin{enumerate}
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| 512 | \item Linear interpolation (default), selected by the  {\tt Int. Lin.} option  
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| 513 | \item A cubic spline algorithm, selected by the  {\tt CubicSpl} option 
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| 514 | \item A 2d BSpline algorihm, selected by the  {\tt B-Spline} option
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| 515 | \end{enumerate}
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| 516 |  
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| 517 | Contour levels and number are automatically 
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| 518 | determined by the program.  They may be specified differently,  
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| 519 |  through command-line options 
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| 520 | (see section \ref{piappcmdref} for the help of the contour/ntcont commands)
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| 521 | or the lower part of the {\bf PIContourTools} window. 
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| 522 | 
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| 523 | The user may specify one  of the following alternatives : 
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| 524 | \begin{enumerate}
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| 525 | \item the number of contour (their level beeing automatically set). 
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| 526 | To do this, select {\tt LevelNum} in the right menu and enter the contour number 
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| 527 | in the left box below.
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| 528 | \item the levels of the contours, through an array of numerical values 
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| 529 | (e.g. 1,4,6,9,27,4.5 will result in 6 contour lines being drawn, if possible and necessary). 
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| 530 | To do this, select {\tt LevelDisc} and enter the contour number (left box) 
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| 531 | and the values (right box) separated by ``{\tt ,}''.
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| 532 | \item the levels of the contours through an initial (lower) value and an increment.
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| 533 | For this, select {\tt LevelInc} and enter the contour number (left box)
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| 534 | and the initial value and increment in the right box, as above.
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| 535 | \item come back to the default situation, by choosing {\tt LevelAuto}
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| 536 | \end{enumerate}
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| 537 | 
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| 538 | Once these options are set, it is necessary the the program recomputes 
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| 539 | the contour lines. This is commanded by the {\tt SetParm} button. 
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| 540 | 
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| 541 | 
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| 542 | \newpage
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| 543 | \addcontentsline{toc}{section}{Index}
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| 544 | \printindex
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| 545 | 
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| 546 | \end{document}
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