R June Meetup - a real highlight!

This time our meetup will feature three high-profile members of the R community. We're looking forward to meeting you all!

Speakers:

• Dirk Eddelbuettel, author and maintainer of the Rcpp package and many others, and an early Debian contributor

• J.J. Allaire, Founder & CEO of RStudio

• Joe Cheng, Software Engineer at RStudio

Abstracts: 

J.J: Allaire: Packrat - A Dependency Management System for R

Dependency management in R is difficult. Different R projects can have different dependencies, and can often depend on different versions of the same R packages. The suite of R packages served by CRAN and BioConductor is constantly evolving and growing, and while R core and package authors make large efforts to maintain backwards compatibility, it is not guaranteed as R and its packages evolve.


There has been a lot of discussion as to how the R project, alongside the CRAN repository, could be augmented to support better versioning in projects (Ooms 2013). packrat uses a form of local versioned package management, to ensure a project and its versioned dependencies are coupled together – similar to JavaScript’s node.js and the packages on its associated repository NPM.

As a result, packrat helps the user by isolating dependencies within a project, ensuring that they do not conflict with package requirements in other projects. In addition, package sources are recorded, so that packages can be easily upgraded and rolled back, using the archives available on CRAN and BioConductor, or to local package sources packaged alongside the project. Furthermore, users collaborating on a project can use packrat to ensure that their R environments are compatible, hence avoiding compatibility problems in collaborative projects.

packrat helps solve the following problems:

• Local Dependency Management: Because each packrat project uses its own private library, depen- dencies are effectively isolated from other projects, and so versioning conflicts can be controlled and avoided. A user can bootstrap a project to infer and set up the local library the project requires, and with later modifications to this local library, the user can snapshot and save the current library state, or restore and roll back to the last snapshotted state.

• Portability: packrat makes it easy to bundle a project for sharing. A bundled project can easily be unbundled to restore the same R environment that was originally used in the project, even across different platforms.

• Reproducibility: packrat records the exact package versions a project depends on, and ensures those exact versions are the ones that get installed wherever the packrat project is used.

Replication is the ultimate standard by which scientific claims are judged (Peng 2011)


In this talk, we will outline a number of common usage scenarios with packrat, and demonstrate how it canbe used to control and manage dependencies within your project.


References:

Ooms, Jeroen. 2013. “Possible Directions for Improving Dependency Versioning in R.” CoRR abs/1303.2140.

Peng, Roger D. 2011. “Reproducible Research in Computational Science.” Science 334 (6060): 1226– 27. doi:[masked]/science.1213847. http://www.sciencemag.org/content/334/6060/1226. abstract.


Dirk Eddelbuettel, An Example-Driven Hands-on Introduction to Rcpp 

The focus of the talk will be on introducing Rcpp in order to extend   R, as well as to accelerate execution of simple C++ functions. It   aims to enable R users to deploy the Rcpp package for both one-off   tasks and experiments implemented in C++ (and done most easily using   cppFunction() or sourceCpp), as well as simple packages using   C++ to extend and/or accelerate R programming with data (using RStudio for   the package building steps). 

We start by getting first things right: how to compile simple C++ functions containing just one or two lines. This will at the same time assert that the working environment is set up correctly and provide familiarity with the toolchains. 

We then cover simple package building as packages are the standard unit of   code organisation, deployment and distribution within the R world. This   process is much aided by both a helpful environment such as RStudio as well   as by helper functions such as Rcpp.package.skeleton() (and also   called by RStudio). Time permitting, we may study a few recent, simple, small-enough yet complete and  meaningful example from the Rcpp Gallery website [1].

   [1] http://gallery.rcpp.org

Joe Cheng: Introduction to Shiny

R has long been an excellent platform for writing reports, thanks to tools like Sweave (and more recently,knitr and rmarkdown). But these tools have focused primarily on generating static artifacts, like PDF andHTML documents. As the reader of a report, it’s impossible to tweak any of the parameters used, or provideyour own data to be subjected to the same analysis, without going back to the report’s author and askingthem to modify and recompile the report.
In contrast, the shiny package makes it easy for R users to create interactive artifacts, in the form of webapplications. Shiny has built-in functions that:

-Create input widgets like sliders, numeric inputs, and dropdowns

- Include output widgets for graphical, textual, and tabular data

- Lay out these widgets and any other content using grids, tabs, navigation lists

No knowledge of web technologies is necessary, but Shiny users who do know HTML and JavaScript canextend the framework with new types of input/output widgets and visual themes. These Shiny extensionscan then be bundled into R packages for easy reuse by other Shiny users.

This talk will illustrate just how easy it is to write Shiny applications, then show some of the interestingways we have been improving and extending Shiny.




Join or login to comment.

  • A former member
    A former member

    Videos will follow shortly on www.comsysto.tv

    July 1

  • A former member
    A former member

    The slides are available!
    -JJ: Find under "Mehr/Dateien" in the navigation about
    -Joe: http://rpubs.com/jcheng/munich-june2014
    -Dirk: Under http://dirk.eddelbuettel.com/presentations.html

    1 · July 1

  • Katharina M.

    Thanks for the 'enrichment' in both pizza and further possibilities with R! I enjoyed it very much

    June 26

  • Reno R.

    Very cool

    June 26

  • A former member
    A former member

    Thank you very much for the meetup.
    Mr Eddelbuettel has a personal site with many presantations http://dirk.eddelbuettel.com/presentations.html.
    We had seen some slides of Rcpp by Examples.

    June 26

  • Thomas W

    It was a nice meeting with interesting stuff. The presentations encouraged to try these new things out in practise. Last but not least thanks for organizing the pizza and drinks!

    June 26

  • Wolfgang H.

    Great meetup with awesome talks. Thanks for organizing this event! When will the slides be available?

    June 26

  • Janko T.

    Awesome talks about very innovative cutting-edge technology/solutions! Plus, it was a real pleasure to meet these renowned and dedicated R enthusiasts in person!

    June 25

  • Matthias

    Great meetup with an awesome lineup!

    June 25

  • Fabian S

    Thanks again for organizing this (and thanks to comsysto for the pizza) -- very interesting stuff!

    1 · June 25

  • Sebastian M.

    excellent presentations, great speakers, are the slides available?

    2 · June 25

  • Markus S.

    excellent, great speakers

    June 25

  • Benno P.

    Excellent presentations, quite motivating to try these things - this was a highlight, indeed!

    1 · June 25

  • A former member
    A former member

    Truly was a real highlight!

    1 · June 24

  • Massimo M.

    It would have been very interesting. Unfortunately I can`t

    June 23

  • Paul S.

    Wow, great talks! Thanks for organizing that.

    May 28

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