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ATLAS Software Infrastructure Alexander Undrus ATLAS Software Infrastructure Alexander Undrus Introductory talk NPPS group meeting July 2019 ATLAS Offline Code Base § All-inclusive “Athena” releases (~ 5 million code lines) § Require 240 external packages (mostly supplied by CERN SFT team, ATLAS TDAQ releases, GAUDI architecture framework, generators) § Partial releases for Simulation, Analysis available § Online software is separate, beyond the scope of this talk ATLAS CODE GAUDI (software architecture) ATLAS ROOT (data Common HEP TDAQ processing software tools framework) (LCG stack) 2 Alex Undrus, NPPS Intro, July 2019 25000 20000 Number of files in Athena 15000 10000 5000 18068 21205 10712 1127 376 1320 1586 0 C++ C/C++ Python XML Fortran Shell Cmake header script 3.50E+06 3.00E+06 Code lines 2.50E+06 in Athena 2.00E+06 1.50E+06 1.00E+06 928141 341379 57205 5.00E+05 2996880 1162270 69662 0.00E+00 C++ C/C++ Python XML Fortran Shell Cmake header script Alex Undrus, NPPS Intro, July 2019 ATLAS Developers Community § Collaboration: 3000 scientists and 1200 students § Most of them make contributions to code § Departures and arrivals are frequent § Currently 2 – 3 new developers are granted access to ATLAS Athena project (in GitLab) daily Number of Developers • In 3 monthly periods: 01/21-02/20, 03/21-04/20, 05/21-06/20 156 developers made 2223 Active 3 months commits to ATLAS Athena 22% Active 1 repository (merge commits month excluded) 47% Active 2 • Only 22% of developers made months commits in all periods 31% • 47% of developers made commits only in one period Alex Undrus, NPPS Intro, July 2019 ATLAS Software Use in Operations § Collaboration: 3000 scientists and 1200 students § Most of them ran ATLAS jobs using offline software § Global ATLAS operations § 30M jobs monthly at > 250 sites § 1.4+ Exabytes processed annually § 1110 monthly active users Alex Undrus, NPPS Intro, July 2019 ATLAS Software Development Workflow ATLAS does not enforce the ’upstream first’ policy, but allows for changes to be made directly in release branches. Automated daily ’sweeps’ copy those CI BUILDS Branch 1 changes into the master branch. Each MR is shifter- reviewed (two level-1 and two Branch 2 level-2 daily) NIGHTLY BUILDS Alex Undrus, NPPS Intro, July 2019 US ATLAS Responsibilities Management of key infrastructure systems Nightlies and Continuous AtlasSetup build-, run-time Integration (CI) (A. Undrus) environment setup tool (S.Ye) • Centerpiece of ATLAS software • Majority of ATLAS jobs and user workflow – Jenkins based build and sessions start with running testing systems interconnected with AtlasSetup GitLab • Support of various operating systems, • Big scale and complexity compilers, build tools – used currently or o ~11000 Athena releases built in 2019 in the past o 1530 cores on build farms • Response to users concerns and o Multiple branches, projects, platforms questions on daily basis o svn-, git- based workflow supported o Dynamic monitoring o Continuous systems development as per users request: 71 JIRA tasks (mostly improvements) were completed in 2019 so far 7 Alex Undrus, NPPS Intro, July 2019 Many interesting projects beyond key responsibilities. Example: ATLAS Comprehensive Software Compilation (ACSC) Project ATHENA (ATLAS SOFTWARE) All-inclusive installation from source code, GAUDI (CORE FRAMEWORK) including generators (Geant4, Pythia…), ROOT, ATLAS EXTERNALS LCG (common LCG stack HEP software) ROOT § Full automation feasible: code RESULTS upload via HTTP (no CVMFS) § Athena release 21.0.31 was Friendly Linux, AMD CPUs installed and tested on Summit (ATLAS kits binaries work) § AthSimulation 21.0.34 – Titan, Summit § Total compilation time 1 day PowerPC, 10X of Titan § 5M ATLAS code lines, 100 IBM CPUs, GNU Linux externals, 130 generators (ATLAS kits binaries do work) not § Few code adjustments needed (e.g. compiler macro) 8 Alex Undrus, NPPS Intro, July 2019 ATLAS Nightly/CI Systems History CI&Nightly Builds (per day) Nightly Builds (per day) 120 Build reduction due to 120 2017 efficient workflow Home-made 100 100 NICOS 80 NIghtly COntrol CI 80 60 System 60 transition: 50 CI, 41 CI, 40 40 30 nightly 16 Nightly 20 Git, 20 builds daily builds daily 0 Jenkins 0 2002 2006 2010 2016 2018 2019 § Today: 23 nightly branches (multiple platforms, projects) § ~ 16 nightly jobs on average day (some branches ‘on-demand’) § CI build for each MR creation/update (up to 100 daily) § Comprehensive testing (unit, local and GRID integration) § Excellent stability § Occasional VM, EOS problems affect << 1% of jobs § Hard work: 57 JIRA issues, 44 release installation requests tackled in 6 months of 2019 9 Alex Undrus, NPPS Intro, July 2019 Jenkins-based Build Systems Details CI Releases CONTINUOUS CI Farm INTEGRATION w/smoke tests Jenkins Server ~ 500 cores transient ATLAS git repository Nightlies/CI NIGHTLY Nightlies/CI Web Service Local SYSTEM powered by Jenkins Server Oracle unit tests Database [Big]PanDA Local integration Nightly Nightly Releases test framework Farm w/installation kits (ART) ~ 1000 cores semi-transient GRID-based integration ‘Persistent’ Nightly test framework stable releases CVMFS (ART) CVMFS server server 10 Alex Undrus, NPPS Intro, July 2019 Jenkins-based Build Systems Notes § Build machines are very powerful VMs § 16-20 cores, up to 120 GB RAM § Fast 0.5 TB SSD (a build job needs > 0.3 TB) § … and it matters § Current release ‘from scratch’ compilation time is 6 hours (faster in CI where most builds are incremental), 10 hours with testing, installations § Build time easily doubles on slower machines, oversubscribed machines, conventional disks 11 Alex Undrus, NPPS Intro, July 2019 Jenkins Support § 3 Jenkins instances at CERN compromised in March § Presumably, this was an automated attack with the intention to instantiate crypto-currency mining software on compromised hosts (which didn’t succeed). § Quarter million Jenkins are running around the globe - attractive target for hackers § Jenkins and its ~50 plugins updates to the latest versions are now performed on our instances ~bi-weekly § Require service interruption, tests § Plan to keep Jenkins servers behind CERN firewall § SSH tunnels, browser’s proxy extensions allow access worldwide 12 Alex Undrus, NPPS Intro, July 2019 Database-backed Monitoring, Jupyter Analytics CI machines performance monitoring Build results monitor o CERN Oracle DB, in transition to BigPanDA o Django 2, Python 3 o Data retention – 3 years CI build machines load monitoring 13 Alex Undrus, NPPS Intro, July 2019 Plans § Evaluate GitLab CI (with CERN IT) § CERN IT: improvements and new features of GitLab CI makes it easier to implement the ATLAS workflow than before § While CERN IT supports Jenkins and GitLab, it does not support the “bridge” between Jenkins and GitLab (”GitLab Jenkins plugin”) § Monitoring improvements for CI and nightly systems § Complete migration to BigPanDA service (joint project with S. Padolski, ATLAS ADC team) § More details about build and test results (e.g. ART GRID tests) § Enhance tracking of VM performance § For all systems (CI, Nightlies…): § Ensure strong user support, systems reliability and productivity § Longer term: merge CI and nightly systems (and keep an eye on modern CI tools – Tekton, Cloud Build, Travis…) 14 Alex Undrus, NPPS Intro, July 2019 Conclusions § Size and complexity of ATLAS software infrastructure commensurate with grandeur and longevity of the experiment § State of art CI and Nightlies systems under management of US ATLAS/BNL NPPS serve well in the ATLAS software development workflow § Plans to keep abreast of modern technologies trends are in place 15 Alex Undrus, NPPS Intro, July 2019.
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