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zIDWXXIg%Bx;a!y zLq$bH2`aCssG+FHIXbTMpBi|0Ik-9n{rd(F^sK*w2B-c$g0HKG<89xY9=HB|n=ZQ$ zDbVKRW}90MP8zzdrjEBSdHH!dxOzHY@(SdE!PEj_s%r8|it>o0z5f8){fWx} literal 0 HcmV?d00001 diff --git a/blog/_posts/2024-01-26-rntuple-update.md b/blog/_posts/2024-01-26-rntuple-update.md new file mode 100644 index 00000000..60c6865d --- /dev/null +++ b/blog/_posts/2024-01-26-rntuple-update.md @@ -0,0 +1,188 @@ +--- +title: "RNTuple: Where are we now and what's next?" +layout: archive +author: Florine de Geus +--- + +Hello, this is Florine from the ROOT team! Over the past year, I’ve been working +as a technical student funded by ATLAS to evaluate and help further develop +RNTuple. As you may already be aware, RNTuple [[1]](#rntuple-evolution) is +currently being developed as the successor to TTree, and is projected to be +used in Run 4. I imagine you might be wondering why there is a need for a +completely new (TTree-incompatible) system, and what this looks like. That’s why +in this blog post, I will try to answer this question, as well as give you an +overview of the current status of RNTuple, what we’re still working on before +its first production release (and what we will work on beyond this), and +finally how you can already try it out! + +## Why do we need RNTuple? + +At this point, ROOT has been around for more than a quarter of a century – and +TTree for just as long. And as you might imagine, the computing landscape today +looks vastly different compared to 25 years ago. Just to set the scene: when +ROOT was first released, there was no C++ standard yet and parallel (let alone +distributed) computing really wasn’t a thing yet. On the hardware side, modern +storage technologies such as SSDs and object stores were still unheard of, and +let’s not forget to mention the evolution of networking technologies! +Naturally, TTree wasn’t designed and implemented with these things in mind. Now +of course, over the years a lot of effort has been put into improving the +performance and stability of TTree to make it compatible with modern computing +practices as much as possible. However, there are limits to what is possible in +this regard, especially given the fact that backwards- and +forwards-compatibility are two major requirements for ROOT’s I/O system. This +has led to the fact that with the High-Luminosity LHC on the horizon, where 90% +of the total amount of LHC data is expected to be produced [[2]](#atlas-roadmap), +we need to think about more optimized ways to store physics +data. The challenge here is that this data is unique in the sense that events +(or, in computer science terms, “entry” or “row”) are statistically independent +of each other. At the same time one event typically contains many (complex) data +structures, of which we often only need a small subset at a time, and we found +out that standard technologies are not well-tuned for this type of data +storage [[3]](#hep-data-formats). That is why we decided to combine the years +of experience with TTree and various industry best-practices and invest in the +next generation of high-energy physics data storage. Enter RNTuple! + +## Where we are now? + +For the past four years, a lot of effort has been put into making RNTuple the +best it can be. We are working closely with the experiments to make sure that +RNTuple can support their data models across all relevant stages in the +production pipeline. Simultaneously, we want to make sure that it is as +optimized as possible. This means making sure that the data stored in RNTuple +is as compact as possible, and at the same time coming up with ways in which we +can make reading and writing RNTuples to and from memory as fast as possible. +To give you an idea of where we’re currently at, the plot below shows the +average on-disk event size for ATLAS’s DAOD_PHYS data model [[4]](#atlas-edm), +comparing TTree and RNTuple. With RNTuple, we could potentially +save 20-35% of storage space, and in turn reduce the consumed network bandwidth +when reading the data from a remote location. When we’re talking about exabytes +of event data, this is quite significant! + +

+ DAOD_PHYS storage efficiency +
+ +Besides storage efficiency, we’re also seeing very promising results when it +comes to read throughput. The two plots below show the number of events +processed per second for two different types of tasks, comparing ATLAS +DAOD_PHYSLITE data sets stored in TTree and RNTuple (stored on an SSD). As you +can see, RNTuple is remarkably faster than TTree, and similar observations are +made for other data sets [[1]](#rntuple-evolution), [[5]](#rntuple-status). + +
+ PHYSLITE ADL benchmarks +
+ +Beyond performance, we have also been working hard on RNTuple’s interface and +supported features. This includes compatibility with RDataFrame, being able to +read and write C++ STL types as well as user-defined types and various other +features to support existing experiment frameworks. + +## Can I try it out? + +Yes! To be able to read and write RNTuples, the first thing you’ll need is a ROOT +installation that includes the +[ROOT 7 experimental features enabled](https://root.cern/install/build_from_source/#enabling-experimental-features-aka-root7). +This is the case for the default LXPLUS installation, which runs ROOT’s (at the +time of writing) latest release, [6.30.02](https://root.cern/releases/release-63002/)! +If you are running ROOT in a different way, you can easily check if ROOT 7 is +enabled for your installation by running `root-config --has-root7` in your terminal. +If this returns `yes`, you’re all set! If you get a `no`, you will need to use a different +installation of ROOT that does. Check out the [ROOT installation page](https://root.cern/install) +to get it. We strongly recommend using the most recent release in order to get +the latest and greatest from RNTuple. + +Now, on to the fun part: using RNTuple! Of course, you could write a new RNTuple +completely from scratch, using fields and data that you come up with. This is +done using the [`RNTupleWriter`](https://root.cern/doc/master/classROOT_1_1Experimental_1_1RNTupleWriter.html) +interface. Reading an RNTuple is then naturally done through the +[`RNTupleReader`](https://root.cern/doc/master/classROOT_1_1Experimental_1_1RNTupleReader.html). +To get an idea of what this looks like in practice, check out for example +[this tutorial](https://root.cern/doc/master/ntpl001__staff_8C.html). + +Of course, it would be more interesting to try out RNTuple with real data, for +example with data from an analysis ntuple that is currently stored as a TTree. +Well, good news! RNTuple also comes with an [`RNTupleImporter`](https://root.cern/doc/master/classROOT_1_1Experimental_1_1RNTupleImporter.html) +class that allows you to automatically convert your TTrees to RNTuples. This +can be as simple as executing the following two lines in the ROOT prompt. The +input file containing the source TTree is read remotely, meaning you can +directly copy-paste these lines into your ROOT prompt. Of course, it’s entirely +possible to use your own existing TTrees. + +```cpp +root [0] auto importer = ROOT::Experimental::RNTupleImporter::Create( + "http://root.cern.ch/files/HiggsTauTauReduced/GluGluToHToTauTau.root", + "Events", + "my_rntuple.root") +root [1] importer->Import() +``` + +This will convert your TTree (called `Events` here) into an RNTuple also called +`Events` and write it to `my_rntuple.root`. Easy enough, but maybe you want more +control over this newly created RNTuple. For example, you might want to change +its name, or set the compression settings to something other than the default. +This (and more) can all be tweaked! Check out +[the reference](https://root.cern/doc/master/classROOT_1_1Experimental_1_1RNTupleImporter.html) +or [this tutorial](https://root.cern/doc/master/ntpl008__import_8C.html) to see +what options are possible. + +Now, I already mentioned that we have been working on RNTuple compatibility with +RDataFrame. Currently, with just one line change, you will be able to use +your existing analysis code with data stored in RNTuple: + +```cpp +// Change this: +ROOT::RDataFrame df("Events", "http://root.cern.ch/files/HiggsTauTauReduced/GluGluToHToTauTau.root"); + +// To this to use the RNTuple you just imported into "my_rntuple.root": +ROOT::RDataFrame df = ROOT::RDF::Experimental::FromRNTuple("Events", "my_rntuple.root"); + +// Use your existing analysis as-is! +``` + +> 💡 _The automatic detection of RNTuples in RDataFrame is currently available in +ROOT’s `master` branch and will be available in ROOT 6.32.00!_ + +## Next steps for RNTuple + +So, what’s next? Performance is always one of our main concerns. We are +currently working on parallelizing the writing of RNTuples. In addition, we are +working on what we like to call “interface ergonomics”, i.e. the way developers +will interact with RNTuple. Be aware that this means that the RNTuple +interfaces might still change a little in the coming months! Next to all of +this, we are preparing for larger-scale performance testing to see in what +areas we could further improve. Another area of work for the near future will +be in the direction of _data set combinatorics_ – that is, finding smart(er) +ways of accessing and combining existing RNTuple data. And of course, we +will continue to work with the experiments to make sure the transition to +RNTuple will be as smooth as possible. + +To wrap things up, things are looking good for RNTuple, and while there is still +enough work to be done, we’re excited and eager to make RNTuple as good as it +can be! If you want to know more about the evolution and performance of +RNTuple, be sure to check out the references below, as well as +[our other publications](https://root.cern/about/publications/#io). +If you are eager to dive deeper into the specifics of the RNTuple binary format, you can +[read the specification here](https://github.com/root-project/root/blob/368dd4999733efe3eb9eb171bfc1b57560259443/tree/ntuple/v7/doc/specifications.md#L1). +Finally, reach out to us on the [forum](https://root-forum.cern.ch/) if you have +any questions or if you would like to +[contribute to RNTuple or ROOT](https://root.cern/contribute/) in general! + +## References + +
[1] J. Blomer, P. Canal, A. Naumann, and D. Piparo, “Evolution of the ROOT Tree I/O,” EPJ Web Conf., vol. 245, 2020, doi: [10.1051/epjconf/202024502030](https://doi.org/10.1051/epjconf/202024502030). + +[2] ATLAS Collaboration, “ATLAS Software and Computing HL-LHC Roadmap,” CERN, Geneva, CERN-LHCC-2022-005, LHCC-G-182, 2022. Accessed: May 02, 2023. [Online]. Available: . + +[3] J. Blomer, “A quantitative review of data formats for HEP analyses,” J. Phys. Conf. Ser., vol. 1085, p. 032020, Sep. 2018, doi: [10.1088/1742-6596/1085/3/032020](https://doi.org/10.1088/1742-6596/1085/3/032020). + +[4] J. Elmsheuser et al., “Evolution of the ATLAS analysis model for Run-3 and prospects for HL-LHC,” EPJ Web Conf., vol. 245, 2020, doi: [10.1051/epjconf/202024506014](https://doi.org/10.1051/epjconf/202024506014). + +[5] J. Lopez-Gomez and J. Blomer, “RNTuple performance: Status and Outlook.” arXiv, Apr. 07, 2022. doi: [10.48550/arXiv.2204.09043](https://doi.org/10.48550/arXiv.2204.09043). +