version 1.2, 2000/04/24 05:01:29 |
version 1.6, 2000/04/27 05:42:18 |
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% $OpenXM: OpenXM/doc/calc2000/design-outline.tex,v 1.1.1.1 2000/04/24 04:20:11 noro Exp $ |
% $OpenXM: OpenXM/doc/calc2000/design-outline.tex,v 1.5 2000/04/26 08:18:30 noro Exp $ |
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\section{Integration of Mathematical Software} |
\section{Integration of Mathematical Software} |
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Line 7 integration of software tools has three dimensions: |
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Line 7 integration of software tools has three dimensions: |
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data, control, and user interface. |
data, control, and user interface. |
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Data integration concerns with the exchange of data between different |
Data integration concerns with the exchange of data between different |
software or same software. |
programs or the same program. |
OpenMath \cite{OpenMath} and MP (Multi Protocol) \cite{GKW} are, |
OpenMath \cite{OpenMath} and MP (Multi Protocol) \cite{GKW} are, |
for example, general purpose mathematical data protocols. |
for example, general purpose mathematical data protocols. |
They provide standard ways to express mathematical objects. |
They provide standard ways to express mathematical objects. |
Line 29 by Wang \cite{iamc} is such a protocol for mathematics |
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Line 29 by Wang \cite{iamc} is such a protocol for mathematics |
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Although data and control are orthogonal to each other, real world |
Although data and control are orthogonal to each other, real world |
requires both. The best way to evaluate and to improve such |
requires both. The best way to evaluate and to improve such |
integration schemes is to implement and to use them on various |
integration schemes is to implement and to use them on various |
plaftforms. Dalmas et al. \cite{omimp} shows an implementation of |
platforms. Dalmas et al. \cite{omimp} shows an implementation of |
OpenMath API, where several systems such as Maple, REDUCE and |
OpenMath API, where Maple, REDUCE and |
AXIOM/Aldor are made as servers. MP$+$MCP \cite{iamc} shows a design |
AXIOM/Aldor are wrapped as servers. MP$+$MCP \cite{iamc} shows a design |
of server inferface suited for interactive use and its limited |
of server interface suited for interactive use and its limited |
implementation on MAXIMA is reported. Lakshman et al. \cite{pseware} |
implementation on MAXIMA is reported. Lakshman et al. \cite{pseware} |
proposes functionalities which a server should have and Maple has been |
proposes functionalities which a server should have and Maple is |
encapsulated as a server. These are all attempts to justify thier |
encapsulated as a server. These are all attempts to justify their |
designs of protocols or architectures, but little is shown about their |
designs of protocols or architectures, but little is shown about their |
practical usefulness, especially for developing real applications of |
practical usefulness, especially for developing real applications of |
distributed computation. |
distributed computation. |
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In this paper we propose a unified server interface fitting for both |
In this paper we propose a unified server interface fitting for both |
interactive use and efficient batch processing. We hope to show its |
interactive use and efficient batch processing. |
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It includes various supports for developing programs on distributed |
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environment. We will show its |
usability by implementing and using it on various platforms. |
usability by implementing and using it on various platforms. |
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%NetSolve \cite{netsolve}, OpenMath$+$MCP, MP$+$MCP \cite{iamc}, |
%NetSolve \cite{netsolve}, OpenMath$+$MCP, MP$+$MCP \cite{iamc}, |
Line 51 usability by implementing and using it on various plat |
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Line 53 usability by implementing and using it on various plat |
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\section{Design Outline of OpenXM} |
\section{Design Outline of OpenXM} |
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%OpenXM (Open message eXchange protocol for Mathematics) |
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%is a project aiming to integrate data, control and user interfaces |
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%with design goals motivated by the followings. |
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%\begin{enumerate} |
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%\item Noro has been involved in the development of |
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%a computer algebra system Risa/Asir \cite{asir}. |
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%An interface for interactive distributed computations was introduced |
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%to Risa/Asir |
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%%% version 950831 released |
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%in 1995. |
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%The model of computation was RPC (remote procedure call). |
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%A robust interruption protocol was provided |
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%by two communication channels |
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%like the File Transfer Protocol (ftp). |
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%As an application of this protocol, |
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%a parallel speed-up was achieved for a Gr\"obner basis computation |
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%to determine all odd order replicable functions |
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%(Noro and McKay \cite{noro-mckay}). |
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%However, the protocol was local in Asir and we thought that we should |
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%design an open protocol. |
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%\item Takayama has developed |
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%a special purpose system Kan/sm1 \cite{kan}, |
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%which is a Gr\"obner engine for the ring of differential operators $D$. |
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%In order to implement algorithms in $D$-modules due to Oaku |
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%(see, e.g., \cite{sst-book}), |
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%factorizations and primary ideal decompositions are necessary. |
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%Kan/sm1 does not have an implementation for these and called |
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%Risa/Asir as a UNIX external program. |
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%This approach was not satisfactory. |
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%Especially, we could not write a clean interface code between these |
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%two systems. |
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%We thought that it is necessary to provide a data and control protocol |
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%for Risa/Asir to work as a server of factorization and primary ideal |
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%decomposition. |
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%\item We have been profited from increasing number |
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%of mathematical software tools. |
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%These are usually ``expert'' systems in one area of mathematics |
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%such as ideals, groups, numbers, polytopes, and so on. |
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%They have their own interfaces and data formats, |
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%which are fine for intensive users of these systems. |
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%However, a unified system will be more convenient |
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%for users who want to explore a new area of mathematics with these |
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%software tools or users who need these systems only occasionally. |
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% |
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%\item We believe that an open integrated system is a future of mathematical |
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%software. |
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%However, it might be just a dream without realizability. |
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%We want to build a prototype of such an open system by using |
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%existing standards, technologies and several mathematical software tools. |
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%We want to see how far we can go with this approach. |
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%\end{enumerate} |
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% |
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%Motivated with these, we started the OpenXM project with the following |
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%fundamental architecture. |
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OpenXM (Open message eXchange protocol for Mathematics) |
OpenXM (Open message eXchange protocol for Mathematics) |
is a project aiming to integrate data, control and user interfaces |
is a project aiming to integrate data, control and user interfaces |
with the following design goals. |
with design goals motivated by the following. |
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\begin{enumerate} |
\begin{enumerate} |
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\item |
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An interface for interactive distributed computations was introduced |
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to Risa/Asir \cite{asir} in 1995. |
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As an application, |
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a parallel speed-up was achieved for a Gr\"obner basis computation |
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(Noro and McKay \cite{noro-mckay}). |
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However, the protocol was local in Asir and we thought that we should |
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design an open protocol. |
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\item |
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In order to implement algorithms in $D$-modules due to Oaku |
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(see, e.g., \cite{sst-book}), |
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Kan/sm1 \cite{kan} called Risa/Asir as a UNIX external program to |
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compute factorizations and primary ideal decompositions, |
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but the interface code was not clean. |
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We thought that it is necessary to provide a data and control protocol |
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for Risa/Asir to work as a server. |
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\item |
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There are increasing number of ``expert'' systems which are useful |
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but which have their own interfaces and data formats. |
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A unified system integrating such systems |
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will be more convenient |
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for users who want to explore a new area of mathematics with these |
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software tools or users who need these systems only occasionally. |
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\item We believe that an open integrated system is a future of mathematical |
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software. |
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However, it might be just a dream without realizability. |
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We want to build a prototype of such an open system by using |
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existing standards, technologies and several mathematical software tools. |
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We want to see how far we can go with this approach. |
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\end{enumerate} |
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Motivated with these, we started the OpenXM project with the following |
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fundamental architecture. |
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\begin{enumerate} |
\item Communication is an exchange of messages. The messages are classified into |
\item Communication is an exchange of messages. The messages are classified into |
three types: |
three types: |
DATA, COMMAND, and SPECIAL. |
DATA, COMMAND, and SPECIAL. |
Line 136 it may accept and execute not only stack machine comma |
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Line 120 it may accept and execute not only stack machine comma |
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but also its original command sequences. |
but also its original command sequences. |
For example, |
For example, |
if we send the following string to the {\tt ox\_asir} server |
if we send the following string to the {\tt ox\_asir} server |
(OpenXM server based on Risa/Asir \cite{asir}) \\ |
(OpenXM server based on Risa/Asir \\ |
\verb+ " fctr(x^100-y^100); " + \\ |
\verb+ " fctr(x^100-y^100); " + \\ |
and call the stack machine command \\ |
and call the stack machine command \\ |
\verb+ SM_executeStringByLocalParser + \\ |
\verb+ SM_executeStringByLocalParser + \\ |
Line 144 then the server executes the asir command \\ |
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Line 128 then the server executes the asir command \\ |
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\verb+ fctr(x^100-y^100); + |
\verb+ fctr(x^100-y^100); + |
(factorize $x^{100}-y^{100}$ over ${\bf Q}$) |
(factorize $x^{100}-y^{100}$ over ${\bf Q}$) |
and pushes the result onto the stack. |
and pushes the result onto the stack. |
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\item Network transparent supports for controlling servers are provided. |
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For example OpenXM defines a robust reset procedure to restart computations |
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without any confusion in I/O buffers. |
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It is very useful for debugging programs running on distributed environment. |
\end{enumerate} |
\end{enumerate} |
OpenXM package is implemented on above fundamental architecture. |
OpenXM package is implemented on above fundamental architecture. |
Currently the following servers are available in the OpenXM package |
Currently the following servers are available in the OpenXM package |
Line 153 Currently the following servers are available in the O |
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Line 141 Currently the following servers are available in the O |
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\item{\tt ox\_asir} |
\item{\tt ox\_asir} |
A server for Risa/Asir, a general-purpose computer algebra |
A server for Risa/Asir, a general-purpose computer algebra |
system. It provides almost |
system. It provides almost |
all functinalities of Risa/Asir such as polynomial factorization, |
all functionalities of Risa/Asir such as polynomial factorization, |
Gr\"obner basis computation and primary ideal decomposition. |
Gr\"obner basis computation and primary ideal decomposition. |
\item{\tt ox\_sm1} |
\item{\tt ox\_sm1} |
A server for Kan/sm1 \cite{kan}, a system for computation in algebraic |
A server for Kan/sm1, a system for computation in |
analysis. |
the ring of differential operators including computation of Gr\"obner bases |
\item {\tt ox\_sm1\_phc} |
and cohomology groups. |
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\item {\tt ox\_phc} |
A server for PHC pack \cite{phc}, a general-purpose solver for |
A server for PHC pack \cite{phc}, a general-purpose solver for |
polynomial systems by homotopy continuation. It is available only |
polynomial systems by homotopy continuation. |
on Linux. |
\item {\tt ox\_tigers} |
\item {\tt ox\_sm1\_tigers} |
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A server for TiGERS \cite{tigers}, a system to enumerate |
A server for TiGERS \cite{tigers}, a system to enumerate |
all Gr\"obner bases of affine toric ideals. |
all Gr\"obner bases of affine toric ideals. |
It can be used to determine the state polytope |
It can be used to determine the state polytope |
of a given affine toric ideal. |
of a given affine toric ideal. |
\item {\tt ox\_sm1\_gnuplot} |
\item {\tt ox\_gnuplot} |
A server for GNUPLOT, a famous plotting tool. |
A server for GNUPLOT, a famous plotting tool. |
\item {\tt ox\_math} |
\item {\tt ox\_math} |
A server for Mathematica. |
A server for Mathematica. |
\item {\tt OMproxy} |
\item {\tt OMproxy} |
A server for translation between CMO and OpenMath/XML expressions. |
A server for translation between CMO and OpenMath/XML expressions. |
It is written in Java. |
It is written in Java. |
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This module provides Java classes OXmessage, CMO, and SM |
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for the OpenXM protocol, too. |
\end{description} |
\end{description} |
In addition to these servers, Risa/Asir, Kan/sm1 and Mathematica |
In addition to these servers, Risa/Asir, Kan/sm1 and Mathematica |
can act as clients. |
can act as clients. |
Line 190 The OpenXM on MPI \cite{MPI} is currently running on R |
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Line 180 The OpenXM on MPI \cite{MPI} is currently running on R |
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as we will see in Section \ref{section:homog}. |
as we will see in Section \ref{section:homog}. |
In this paper, we discuss only on systems for TCP/IP |
In this paper, we discuss only on systems for TCP/IP |
to concentrate on the core part of our design. |
to concentrate on the core part of our design. |
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Note that a C library interface is available for some servers. |
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