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Learn how to effectively manage HPC allocations and users using Perl scripting. This guide covers challenges, multiple clusters, different schedulers, audit trails, project types, and code structure.
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Tom Payerle payerle@umd.edu ACIGS Division of Information Technology University of Maryland Managing HPC Allocations and Users with Perl
HPC Management Challenges • May have multiple clusters • Possibly with different schedulers • Other differences? • Many allocations and users • many-to-many correlation between users and allocations? • Multiple “types” of allocations? • Need for audit trail • why was this done and when?
Scripting provides: • Reproducibility/Consistency • Easier usage • Complex/multistep processes with single command • Sanity checking • Delegation to junior staff? • Logging provides audit trail • Who did what, when, and why?
UMD Project Types • ‘coop’: for “paid” projects • Standard and high priority allocation accounts • Replenished quarterly/monthly • Each quarter, full quarterly SUs given to std pri account • Each month, 1/3 of quarterly amount xfer std => hi • Can use monthly allotment as hi pri, or borrow w/in quarter at std priority • Can access scavenger and debug partitions as well • Can access longer walltime QoSes • ‘grants’: “unpaid” • One time grant of SUs, alloc expires in 1 year • Can access scavenger and debug partitions as well • ‘condo’: unmetered usage of limited # of nodes • No access to scavenger partition • ‘organization unit’: “dummy” project for organizing things
Would expand to following sacctmgr commands: • sacctmgr -i add user account=tptest user=kevin cluster=dt partition=standard qos=narrow-long,narrow-med,... • sacctmgr -i add user account=tptest-hi user=kevin cluster=dt partition=high-priority qos=narrow-long,narrow-med,... • sacctmgr -i add user account=tptest user=kevin cluster=dt partition=debug qos=debug • sacctmgr -i add user account=tptest-hi user=kevin cluster=dt partition=debug qos=debug • sacctmgr -i add user account=tptest user=kevin cluster=dt partition=scavenger qos=scavenger • sacctmgr -i add user account=tptest-hi user=kevin cluster=dt partition=scavenger qos=scavenger
Code Structure • Most stuff done in Perl Modules • Mostly OO • Perl scripts for the frontend • Almost everything requires giving a reason for logs • Major components: • Interface to Projects DB • Classes for each cluster, contain info re individual quirks • Utility modules to do the low level work • Modules to orchestrate the low level tasks
Glue::HPCC::Cluster Class • Base class, defaults for all clusters • Subclasses for each cluster • Defines: • Type of scheduler (e.g. Slurm) • Where the Projects DB for cluster is • Where home directories, data directories go • Any other cluster specific information
Utility Classes • Wrappers around Slurm cmd line utils • Slurm::Sacctmgr*, Slurm::Sshare*, Slurm::Squeue, Slurm::Scontrol, Slurm::Sinfo, Slurm::Sacct • * available on CPAN • Wrappers around Unix commands • Unix user/group management • Query if user exists, is in Unix group, etc • Create home directory, add/remove from Unix group, etc • Netgroup utilities (add/remove/query user to/from netgroup) • Mail utilities (basically send templated emails) • Etc.
ClusterUtil::* Classes –-Higher Level Functionality • Split into User and Project subclasses • Split into Scheduler dependent and non-Scheduler dependent subclasses • Currently only Slurm scheduler supported (+ Dummy class) • Call ClusterUtil::Project and/or ClusterUtil::User routines with a HPCC class instance • Main class takes care of non-scheduler specific tasks • ClusterUtil::Slurm::Project/User takes care of scheduler specific tasks • Branch out based on Project type as needed • Create/delete/update/replenish projects • Add/remove users from projects/cluster