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<html> <head> <LINK href="style.css" rel="stylesheet" type="text/css"> <title> ScalaTion </title> </head> <body> <center> <h1> SCALAble SimulaTION - ScalaTion </h1> <p> <a href = "#papers">Papers</a> | <a href = "#scaladoc">Scaladoc</a> | <a href = "#source-code"> Source Code</a> </center> <p> <b> Welcome to ScalaTion, the Scala-based system for Simulation, Optimization and Analytics. </b> <p> This system, coded in Scala, supports multi-paradigm simulation modeling including 'tableau', 'event', 'process', 'dynamics', 'dynamics_pde', 'activity' and 'state' oriented models. <p> <a href = "http://www.scala-lang.org">Scala</a> is a modern object-oriented, functional programming language that is well-suited for developing simulation engines. It is in the Java family of languages and can call Java code. The inclusion of advanced and functional programming capabilities, makes the code much more concise than Java. ScalaTion also supports optimization and analytics as they nowadays go hand-in-hand with simulation modeling. Some of the algorithms come in both sequential and parallel versions. <p> The <b>ScalaTion 2.0</b> version defines multiple .par subpackages that contain parallel versions of sequential algorithms. Future directions include completing the 'scala3d' and 'physics' packages. <p> Please read the <a href = LICENSE.html> LICENSE </a> file (an MIT style license). <p><hr><p> <h3> Installation Instructions </h3> Version 2.0 Requires: <a href = "https://www.scala-lang.org/download">Scala 3.2.0</a> and <a href = "https://www.oracle.com/java/technologies/javase-downloads.html">Java 11 to Java 18</a> (or from <a href = "https://jdk.java.net/archive">Open JDK Archive</a>) <br> Recommended: <a href = "http://www.scala-sbt.org/">sbt</a> (see <a href = "http://www.scala-sbt.org/1.x/docs/Setup.html">Setup.html</a>) <br> Getting started: <a href = "https://www.scala-sbt.org/1.x/docs/Hello.html">sbt Hello, World</a> <h4>1. Download one of the following two files</h4> <a href = "../scalation_2.0.tar.gz"> scalation_2.0.tar.gz </a> <br> <b>OR</b> <br> <a href = "../scalation_2.0.zip"> scalation_2.0.zip </a> <p> <h4>2. Untar or unzip the file</h4> <pre><code> $ tar xvfz scalation_2.0.tar.gz <br> <b>OR</b> $ unzip scalation_2.0.zip </code></pre> <h4>3. To build all the modules, change into the ScalaTion base directory and run sbt</h4> <pre><code> $ cd scalation_2.0 $ sbt compile </code></pre> <h4>4. To compile code or run apps, enter sbt and type compile, runMain or exit </h4> <pre><code> $ sbt > compile > runMain scalation.modeling.SimpleRegressionTest > runMain scalation.modeling.RegressionTest > exit </code></pre> <p> The compile command is optional, since runMain will automatically compile if need be. <p> ScalaTion is set up to use the Simple Build Tool <a href = "http://www.scala-sbt.org">sbt</a>. ScalaTion 2.0 uses the following build specification file: <ol> <li> Build Specification: <a href = "build.sbt">build.sbt</a>, </ol> Source packages are in the <b>src/main/scala</b> directory, class files are in the <b>target/scala-3.2.0/classes</b> directory, and documentation files are in the <b>target/scala-3.2.0/api</b> directory. Unmanaged jar files are stored in a common library <b>lib</b> directory, <a href = "where_is_jar.txt">where_is_jar.txt</a>. Data file input, output or analytics are stored in subdirectories of <b>data</b>, while database files are stored in <b>store</b>. <h4>5. To develop projects that use ScalaTion that are outside ScalaTion do the following </h4> <pre><code> $ cd your_project_dir $ sbt new sbt/scala-seed.g8 $ cd hello $ mkdir lib copy jar files from <a href = "lib">lib</a> $ cd src/main/scala/example $ vim Hello.scala </code></pre> The second time you do this, you will want to use a more appropriate name than hello. <p><hr><p> <h4>6. Alternatively, you may use my_scalation_2.0</h4> Downloading and (unzip/tar xvfz) either <a href = "../my_scalation_2.0.zip">my_scalation_2.0.zip</a> <b>or</b> <a href = "../my_scalation_2.0.tar.gz">my_scalation_2.0.tar.gz</a> and then <pre><code> $ cd my_scalation_2.0 $ ls -l lib $ sbt > run </code></pre> Check to make sure the ScalaTion .jar file is in the lib directory (ls -l lib). The location of ScalaTion's .jar file may be found in <a href = "where_is_jar.txt">where_is_jar.txt</a>. The sbt run command will allow you to choose any main method to run (or you may use runMain). <p><hr><p> To develop using an Integrated Development Environment (IDE) [IntelliJ]: <ol> <li> <a href = "https://www.jetbrains.com/idea/download">IntelliJ IDEA</a> <li> <a href = "https://www.jetbrains.com/help/idea/discover-intellij-idea-for-scala.html">Scala Plugin</a> </ol> <A name = "papers"> <p><hr><p> <h3> Papers/Documentation </h3> <p> <ol> <li> John A. Miller, Jun Han and Maria Hybinette, <a href = "http://informs-sim.org/wsc10papers/067.pdf"> "Using Domain Specific Languages for Modeling and Simulation: ScalaTion as a Case Study,"</a> Proceedings of the 2010 ACM/IEEE Winter Simulation Conference (WSC'10), Baltimore, Maryland (December 2010) pp. 741-752. <p> <li> Michael E. Cotterell, John A. Miller, Tom Horton, <a href = "http://arxiv.org/abs/1112.1751"> "Unicode in Domain-Specific Programming Languages for Modeling & Simulation: ScalaTion as a Case Study,"</a> Arxiv preprint arXiv:1112.175 (December 2011) pp. 1-10. <p> <li> Michael E. Cotterell, John A. Miller, Jun Han and Tom Horton, <a href = "../scalation_papers/alasim/alasim_extended_abstract.pdf"> "Extending ScalaTion, a Domain-Specific Language for Modeling & Simulation, for Simulation Optimization,"</a> Proceedings of the AlaSim International Modeling and Simulation Conference & Exhibition (AlaSim'12), Huntsville, Alabama (May 2012) pp. 1-1. <p> <li> Yung Long Li, <a href = "../home/theses/li_thesis/thesis/TR_Yung_Long_Li.pdf"> "Evaluation of Parallel Implementations of Dense and Sparse Matrices for the ScalaTion Library," </a> Technical Report, University of Georgia (December 2012) pp. 1-60. <p> <li> John A. Miller, Michael E. Cotterell and Stephen J. Buckley, <a href = "http://informs-sim.org/wsc13papers/includes/files/104.pdf"> "Supporting a Modeling Continuum in ScalaTion: From Predictive Analytics to Simulation Modeling,"</a> Proceedings of the 2013 ACM/IEEE Winter Simulation Conference (WSC'13), Washington, DC (December 2013) pp. 1191-1202. <p> <li> Matthew Saltz, Ayushi Jain, Abhishek Kothari, Arash Fard, John A. Miller, and Lakshmish Ramaswamy, <a href = "http://www.thecloudcomputing.org/2014/AdvanceProgram-ICWS-SCC-CLOUD-MS-BigDataCongress-SERVICES-2014.pdf"> "DualIso: An Algorithm for Subgraph Pattern Matching on Very Large Labeled Graphs,"</a> <I> Proceedings of the 3rd IEEE International Congress on Big Data </I> (<a href = "http://www.ieeebigdata.org/2014">BigData'14</a>), Anchorage, Alaska (June-July 2014) pp. 498-505. <br> Online <a href = "../home/theses/jain_thesis/bigdata_2014/BigDataCong2014_DualIso_Supplement.pdf">supplement</a> </ol> <A name = "scaladoc"> <p><hr><p> <h3> Source Packages (doc) </h3> <p> <blockquote> <table border = 3> <tr> <td> <b>Package</b> <td> <b>Description</b> <tr> <tr> <tr> <td> <a href = "target/scala-3.2.0/api/index.html"><b>scalation</b></a> <td> <b>The scalation foundational packages.</b> <tr> <tr> <tr> <td> <a href = "target/scala-3.2.0/api/scalation/animation.html"> animation </a> <td> The `animation` package supports the animation of models. <tr> <td> <a href = "target/scala-3.2.0/api/scalation/calculus.html"> calculus </a> <td> The `calculus` package supports numerical differentiation and integration. <tr> <td> <a href = "target/scala-3.2.0/api/scalation/database.html"> database </a> <td> The `database` package supports relational and graph databases. <tr> <td> <a href = "target/scala-3.2.0/api/scalation/dynamics.html"> dynamics </a> <td> The `dynamics` package supports the development of ODE models. <tr> <td> <a href = "target/scala-3.2.0/api/scalation/mathstat.html"> mathstat </a> <td> The `mathstat` package supports basic math and statistics. <tr> <td> <a href = "target/scala-3.2.0/api/scalation/modeling.html"> modeling </a> <td> The `modeling` package supports the development of several type of data science models. <tr> <td> <a href = "target/scala-3.2.0/api/scalation/optimization.html"> optimization </a> <td> The `optimization` package supports linear and nonlinear optimization. <tr> <td> <a href = "target/scala-3.2.0/api/scalation/random.html"> random </a> <td> The `random` package supports random variate generation. <tr> <td> <a href = "target/scala-3.2.0/api/scalation/scala2d.html"> scala2d </a> <td> The `scala2d` package supports simple 2D graphics in scala, based upon `java.swing`, `java.awt` and `java_awt_geom`. <tr> <td> <a href = "target/scala-3.2.0/api/scalation/simulation.html"> simulation </a> <td> The `simulation` package supports the development of simulation models. <tr> </table> </blockquote> <A name = "source-code"> <p> <h3> Source Packages (src) </h3> <p> <blockquote> <table border = 3> <tr> <td> <b>Package</b> <td> <b>Description</b> <tr> <tr> <tr> <td> <a href = "src/main/scala/scalation"><b>scalation</b></a> <td> <b>Scalation Foundational Packages.</b> <tr> <tr> <tr> <td> <a href = "src/main/scala/scalation/animation/"> animation </a> <td> The `animation` package supports the animation of models. <tr> <td> <a href = "src/main/scala/scalation/calculus/"> calculus </a> <td> The `calculus` package supports numerical differentiation and integration. <tr> <td> <a href = "src/main/scala/scalation/database/"> database </a> <td> The `database` package supports relational and graph databases. <tr> <td> <a href = "src/main/scala/scalation/dynamics/"> dynamics </a> <td> The `dynamics` package supports development of ODE models. <tr> <td> <a href = "src/main/scala/scalation/mathstat/"> mathstat </a> <td> The `mathstat` package supports basic math and statistics. <tr> <td> <a href = "src/main/scala/scalation/modeling"> modeling </a> <td> The `modeling` package supports the development of several type of data science models. <tr> <td> <a href = "src/main/scala/scalation/optimization/"> optimization </a> <td> The `optimization` package supports linear and nonlinear optimization. <tr> <td> <a href = "src/main/scala/scalation/random/"> random </a> <td> The `random` package supports random variate generation. <tr> <td> <a href = "src/main/scala/scalation/scala2d/"> scala2d </a> <td> The `scala2d` package supports simple 2D graphics in scala, based upon `java.swing`, `java.awt` and `java_awt_geom`. <tr> <td> <a href = "src/main/scala/scalation/simulation/"> simulation </a> <td> The `simulation` package supports the development of simulation models. <tr> </blockquote> <p> </body> </html>
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