they're all the same.....see attached.

On Mon, Mar 7, 2016 at 6:31 PM, Samuel Just <sj...@redhat.com> wrote:

> Have you confirmed the versions?
> -Sam
>
> On Mon, Mar 7, 2016 at 4:29 PM, Jeffrey McDonald <jmcdo...@umn.edu> wrote:
> > I have one other very strange event happening, I've opened a ticket on
> it:
> > http://tracker.ceph.com/issues/14766
> >
> > During this migration, OSD failed probably over 400 times while moving
> data
> > around.   We move the empty directories and restarted the OSDs.    I
> can't
> > say if this is related--I have no reason to suspect it is.
> >
> > Jeff
> >
> > On Mon, Mar 7, 2016 at 5:31 PM, Shinobu Kinjo <shinobu...@gmail.com>
> wrote:
> >>
> >> What could cause this kind of unexpected behaviour?
> >> Any assumption??
> >> Sorry for interrupting you.
> >>
> >> Cheers,
> >> S
> >>
> >> On Tue, Mar 8, 2016 at 8:19 AM, Samuel Just <sj...@redhat.com> wrote:
> >> > Hmm, at the end of the log, the pg is still inconsistent.  Can you
> >> > attach a ceph pg query on that pg?
> >> > -Sam
> >> >
> >> > On Mon, Mar 7, 2016 at 3:05 PM, Samuel Just <sj...@redhat.com> wrote:
> >> >> If so, that strongly suggests that the pg was actually never
> >> >> inconsistent in the first place and that the bug is in scrub itself
> >> >> presumably getting confused about an object during a write.  The next
> >> >> step would be to get logs like the above from a pg as it scrubs
> >> >> transitioning from clean to inconsistent.  If it's really a race
> >> >> between scrub and a write, it's probably just non-deterministic, you
> >> >> could set logging on a set of osds and continuously scrub any pgs
> >> >> which only map to those osds until you reproduce the problem.
> >> >> -Sam
> >> >>
> >> >> On Mon, Mar 7, 2016 at 2:44 PM, Samuel Just <sj...@redhat.com>
> wrote:
> >> >>> So after the scrub, it came up clean?  The inconsistent/missing
> >> >>> objects reappeared?
> >> >>> -Sam
> >> >>>
> >> >>> On Mon, Mar 7, 2016 at 2:33 PM, Jeffrey McDonald <jmcdo...@umn.edu>
> >> >>> wrote:
> >> >>>> Hi Sam,
> >> >>>>
> >> >>>> I've done as you requested:
> >> >>>>
> >> >>>> pg 70.459 is active+clean+inconsistent, acting
> >> >>>> [307,210,273,191,132,450]
> >> >>>>
> >> >>>> # for i in 307 210 273 191 132 450 ; do
> >> >>>>> ceph tell osd.$i injectargs  '--debug-osd 20 --debug-filestore 20
> >> >>>>> --debug-ms 1'
> >> >>>>> done
> >> >>>> debug_osd=20/20 debug_filestore=20/20 debug_ms=1/1
> >> >>>> debug_osd=20/20 debug_filestore=20/20 debug_ms=1/1
> >> >>>> debug_osd=20/20 debug_filestore=20/20 debug_ms=1/1
> >> >>>> debug_osd=20/20 debug_filestore=20/20 debug_ms=1/1
> >> >>>> debug_osd=20/20 debug_filestore=20/20 debug_ms=1/1
> >> >>>> debug_osd=20/20 debug_filestore=20/20 debug_ms=1/1
> >> >>>>
> >> >>>>
> >> >>>> # date
> >> >>>> Mon Mar  7 16:03:38 CST 2016
> >> >>>>
> >> >>>>
> >> >>>> # ceph pg deep-scrub 70.459
> >> >>>> instructing pg 70.459 on osd.307 to deep-scrub
> >> >>>>
> >> >>>>
> >> >>>>
> >> >>>> Scrub finished around
> >> >>>>
> >> >>>> # date
> >> >>>> Mon Mar  7 16:13:03 CST 2016
> >> >>>>
> >> >>>>
> >> >>>>
> >> >>>>
> >> >>>> I've tar'd+gziped the files which can be downloaded from here.
>  The
> >> >>>> logs
> >> >>>> start a minute or two after today at 16:00.
> >> >>>>
> >> >>>>
> >> >>>>
> https://drive.google.com/folderview?id=0Bzz8TrxFvfema2NQUmotd1BOTnM&usp=sharing
> >> >>>>
> >> >>>>
> >> >>>> Oddly(to me anyways), this pg is now active+clean:
> >> >>>>
> >> >>>> # ceph pg dump  | grep 70.459
> >> >>>> dumped all in format plain
> >> >>>> 70.459 21377 0 0 0 0 64515446306 3088 3088 active+clean 2016-03-07
> >> >>>> 16:26:57.796537 279563'212832 279602:628151
> [307,210,273,191,132,450]
> >> >>>> 307
> >> >>>> [307,210,273,191,132,450] 307 279563'212832 2016-03-07
> >> >>>> 16:12:30.741984
> >> >>>> 279563'212832 2016-03-07 16:12:30.741984
> >> >>>>
> >> >>>>
> >> >>>>
> >> >>>> Regards,
> >> >>>> Jeff
> >> >>>>
> >> >>>>
> >> >>>> On Mon, Mar 7, 2016 at 4:11 PM, Samuel Just <sj...@redhat.com>
> wrote:
> >> >>>>>
> >> >>>>> I think the unfound object on repair is fixed by
> >> >>>>> d51806f5b330d5f112281fbb95ea6addf994324e (not in hammer yet).  I
> >> >>>>> opened http://tracker.ceph.com/issues/15002 for the backport and
> to
> >> >>>>> make sure it's covered in ceph-qa-suite.  No idea at this time why
> >> >>>>> the
> >> >>>>> objects are disappearing though.
> >> >>>>> -Sam
> >> >>>>>
> >> >>>>> On Mon, Mar 7, 2016 at 1:57 PM, Samuel Just <sj...@redhat.com>
> >> >>>>> wrote:
> >> >>>>> > The one just scrubbed and now inconsistent.
> >> >>>>> > -Sam
> >> >>>>> >
> >> >>>>> > On Mon, Mar 7, 2016 at 1:57 PM, Jeffrey McDonald
> >> >>>>> > <jmcdo...@umn.edu>
> >> >>>>> > wrote:
> >> >>>>> >> Do you want me to enable this for the pg already with unfound
> >> >>>>> >> objects
> >> >>>>> >> or the
> >> >>>>> >> placement group just scrubbed and now inconsistent?
> >> >>>>> >> Jeff
> >> >>>>> >>
> >> >>>>> >> On Mon, Mar 7, 2016 at 3:54 PM, Samuel Just <sj...@redhat.com>
> >> >>>>> >> wrote:
> >> >>>>> >>>
> >> >>>>> >>> Can you enable
> >> >>>>> >>>
> >> >>>>> >>> debug osd = 20
> >> >>>>> >>> debug filestore = 20
> >> >>>>> >>> debug ms = 1
> >> >>>>> >>>
> >> >>>>> >>> on all osds in that PG, rescrub, and convey to us the
> resulting
> >> >>>>> >>> logs?
> >> >>>>> >>> -Sam
> >> >>>>> >>>
> >> >>>>> >>> On Mon, Mar 7, 2016 at 1:36 PM, Jeffrey McDonald
> >> >>>>> >>> <jmcdo...@umn.edu>
> >> >>>>> >>> wrote:
> >> >>>>> >>> > Here is a PG which just went inconsistent:
> >> >>>>> >>> >
> >> >>>>> >>> > pg 70.459 is active+clean+inconsistent, acting
> >> >>>>> >>> > [307,210,273,191,132,450]
> >> >>>>> >>> >
> >> >>>>> >>> > Attached is the result of a pg query on this.   I will wait
> >> >>>>> >>> > for your
> >> >>>>> >>> > feedback before issuing a repair.
> >> >>>>> >>> >
> >> >>>>> >>> > From what I read, the inconsistencies are more likely the
> >> >>>>> >>> > result of
> >> >>>>> >>> > ntp,
> >> >>>>> >>> > but
> >> >>>>> >>> > all nodes have the local ntp master and all are showing
> sync.
> >> >>>>> >>> >
> >> >>>>> >>> > Regards,
> >> >>>>> >>> > Jeff
> >> >>>>> >>> >
> >> >>>>> >>> > On Mon, Mar 7, 2016 at 3:15 PM, Gregory Farnum
> >> >>>>> >>> > <gfar...@redhat.com>
> >> >>>>> >>> > wrote:
> >> >>>>> >>> >>
> >> >>>>> >>> >> [ Keeping this on the users list. ]
> >> >>>>> >>> >>
> >> >>>>> >>> >> Okay, so next time this happens you probably want to do a
> pg
> >> >>>>> >>> >> query
> >> >>>>> >>> >> on
> >> >>>>> >>> >> the PG which has been reported as dirty. I can't help much
> >> >>>>> >>> >> beyond
> >> >>>>> >>> >> that, but hopefully Kefu or David will chime in once
> there's
> >> >>>>> >>> >> a
> >> >>>>> >>> >> little
> >> >>>>> >>> >> more for them to look at.
> >> >>>>> >>> >> -Greg
> >> >>>>> >>> >>
> >> >>>>> >>> >> On Mon, Mar 7, 2016 at 1:00 PM, Jeffrey McDonald
> >> >>>>> >>> >> <jmcdo...@umn.edu>
> >> >>>>> >>> >> wrote:
> >> >>>>> >>> >> > Hi Greg,
> >> >>>>> >>> >> >
> >> >>>>> >>> >> > I'm running the ceph version hammer,
> >> >>>>> >>> >> > ceph version 0.94.5
> >> >>>>> >>> >> > (9764da52395923e0b32908d83a9f7304401fee43)
> >> >>>>> >>> >> >
> >> >>>>> >>> >> > The hardware migration was performed by just setting the
> >> >>>>> >>> >> > crush
> >> >>>>> >>> >> > map to
> >> >>>>> >>> >> > zero
> >> >>>>> >>> >> > for the OSD we wanted to retire.   The system was
> >> >>>>> >>> >> > performing
> >> >>>>> >>> >> > poorly
> >> >>>>> >>> >> > with
> >> >>>>> >>> >> > these older OSDs and we had a difficult time maintaining
> >> >>>>> >>> >> > stability of
> >> >>>>> >>> >> > the
> >> >>>>> >>> >> > system.    The old OSDs are still there but all of the
> data
> >> >>>>> >>> >> > is
> >> >>>>> >>> >> > now
> >> >>>>> >>> >> > migrated
> >> >>>>> >>> >> > to new and/or existing hardware.
> >> >>>>> >>> >> >
> >> >>>>> >>> >> > Thanks,
> >> >>>>> >>> >> > Jeff
> >> >>>>> >>> >> >
> >> >>>>> >>> >> >
> >> >>>>> >>> >> >
> >> >>>>> >>> >> >
> >> >>>>> >>> >> >
> >> >>>>> >>> >> > On Mon, Mar 7, 2016 at 2:56 PM, Gregory Farnum
> >> >>>>> >>> >> > <gfar...@redhat.com>
> >> >>>>> >>> >> > wrote:
> >> >>>>> >>> >> >>
> >> >>>>> >>> >> >> On Mon, Mar 7, 2016 at 12:07 PM, Jeffrey McDonald
> >> >>>>> >>> >> >> <jmcdo...@umn.edu>
> >> >>>>> >>> >> >> wrote:
> >> >>>>> >>> >> >> > Hi,
> >> >>>>> >>> >> >> >
> >> >>>>> >>> >> >> > For a while, we've been seeing inconsistent placement
> >> >>>>> >>> >> >> > groups
> >> >>>>> >>> >> >> > on
> >> >>>>> >>> >> >> > our
> >> >>>>> >>> >> >> > erasure
> >> >>>>> >>> >> >> > coded system.   The placement groups go from a state
> of
> >> >>>>> >>> >> >> > active+clean
> >> >>>>> >>> >> >> > to
> >> >>>>> >>> >> >> > active+clean+inconsistent after a deep scrub:
> >> >>>>> >>> >> >> >
> >> >>>>> >>> >> >> >
> >> >>>>> >>> >> >> > 2016-03-07 13:45:42.044131 7f385d118700 -1
> >> >>>>> >>> >> >> > log_channel(cluster)
> >> >>>>> >>> >> >> > log
> >> >>>>> >>> >> >> > [ERR] :
> >> >>>>> >>> >> >> > 70.320s0 deep-scrub stat mismatch, got 21446/21428
> >> >>>>> >>> >> >> > objects,
> >> >>>>> >>> >> >> > 0/0
> >> >>>>> >>> >> >> > clones,
> >> >>>>> >>> >> >> > 21446/21428 dirty, 0/0 omap, 0/0 hit_set_archive, 0/0
> >> >>>>> >>> >> >> > whiteouts,
> >> >>>>> >>> >> >> > 64682334170/64624353083 bytes,0/0 hit_set_archive
> bytes.
> >> >>>>> >>> >> >> > 2016-03-07 13:45:42.044416 7f385d118700 -1
> >> >>>>> >>> >> >> > log_channel(cluster)
> >> >>>>> >>> >> >> > log
> >> >>>>> >>> >> >> > [ERR] :
> >> >>>>> >>> >> >> > 70.320s0 deep-scrub 18 missing, 0 inconsistent objects
> >> >>>>> >>> >> >> > 2016-03-07 13:45:42.044464 7f385d118700 -1
> >> >>>>> >>> >> >> > log_channel(cluster)
> >> >>>>> >>> >> >> > log
> >> >>>>> >>> >> >> > [ERR] :
> >> >>>>> >>> >> >> > 70.320 deep-scrub 73 errors
> >> >>>>> >>> >> >> >
> >> >>>>> >>> >> >> > So I tell the placement group to perform a repair:
> >> >>>>> >>> >> >> >
> >> >>>>> >>> >> >> > 2016-03-07 13:49:26.047177 7f385d118700  0
> >> >>>>> >>> >> >> > log_channel(cluster)
> >> >>>>> >>> >> >> > log
> >> >>>>> >>> >> >> > [INF] :
> >> >>>>> >>> >> >> > 70.320 repair starts
> >> >>>>> >>> >> >> > 2016-03-07 13:49:57.087291 7f3858b0a700  0 --
> >> >>>>> >>> >> >> > 10.31.0.2:6874/13937
> >> >>>>> >>> >> >> > >>
> >> >>>>> >>> >> >> > 10.31.0.6:6824/8127 pipe(0x2e578000 sd=697 :6874
> >> >>>>> >>> >> >> >
> >> >>>>> >>> >> >> > The repair finds missing shards and repairs them, but
> >> >>>>> >>> >> >> > then I
> >> >>>>> >>> >> >> > have
> >> >>>>> >>> >> >> > 18
> >> >>>>> >>> >> >> > 'unfound objects' :
> >> >>>>> >>> >> >> >
> >> >>>>> >>> >> >> >
> >> >>>>> >>> >> >> > 2016-03-07 13:51:28.467590 7f385d118700 -1
> >> >>>>> >>> >> >> > log_channel(cluster)
> >> >>>>> >>> >> >> > log
> >> >>>>> >>> >> >> > [ERR] :
> >> >>>>> >>> >> >> > 70.320s0 repair stat mismatch, got 21446/21428
> objects,
> >> >>>>> >>> >> >> > 0/0
> >> >>>>> >>> >> >> > clones,
> >> >>>>> >>> >> >> > 21446/21428 dirty, 0/0 omap, 0/0 hit_set_archive, 0/0
> >> >>>>> >>> >> >> > whiteouts,
> >> >>>>> >>> >> >> > 64682334170/64624353083 bytes,0/0 hit_set_archive
> bytes.
> >> >>>>> >>> >> >> > 2016-03-07 13:51:28.468358 7f385d118700 -1
> >> >>>>> >>> >> >> > log_channel(cluster)
> >> >>>>> >>> >> >> > log
> >> >>>>> >>> >> >> > [ERR] :
> >> >>>>> >>> >> >> > 70.320s0 repair 18 missing, 0 inconsistent objects
> >> >>>>> >>> >> >> > 2016-03-07 13:51:28.469431 7f385d118700 -1
> >> >>>>> >>> >> >> > log_channel(cluster)
> >> >>>>> >>> >> >> > log
> >> >>>>> >>> >> >> > [ERR] :
> >> >>>>> >>> >> >> > 70.320 repair 73 errors, 73 fixed
> >> >>>>> >>> >> >> >
> >> >>>>> >>> >> >> >
> >> >>>>> >>> >> >> > I've traced one of the unfound objects all the way
> >> >>>>> >>> >> >> > through the
> >> >>>>> >>> >> >> > system
> >> >>>>> >>> >> >> > and
> >> >>>>> >>> >> >> > I've found that they are not really lost.   I can fail
> >> >>>>> >>> >> >> > over
> >> >>>>> >>> >> >> > the
> >> >>>>> >>> >> >> > osd
> >> >>>>> >>> >> >> > and
> >> >>>>> >>> >> >> > recover the files.   This is happening quite regularly
> >> >>>>> >>> >> >> > now
> >> >>>>> >>> >> >> > after a
> >> >>>>> >>> >> >> > large
> >> >>>>> >>> >> >> > migration of data from old hardware to new(migration
> is
> >> >>>>> >>> >> >> > now
> >> >>>>> >>> >> >> > complete).
> >> >>>>> >>> >> >> >
> >> >>>>> >>> >> >> > The system sets the PG into 'recovery', but we've seen
> >> >>>>> >>> >> >> > the
> >> >>>>> >>> >> >> > system
> >> >>>>> >>> >> >> > in
> >> >>>>> >>> >> >> > a
> >> >>>>> >>> >> >> > recovering state for many days.    Should we just be
> >> >>>>> >>> >> >> > patient
> >> >>>>> >>> >> >> > or do
> >> >>>>> >>> >> >> > we
> >> >>>>> >>> >> >> > need
> >> >>>>> >>> >> >> > to dig further into the issue?
> >> >>>>> >>> >> >>
> >> >>>>> >>> >> >> You may need to dig into this more, although I'm not
> sure
> >> >>>>> >>> >> >> what
> >> >>>>> >>> >> >> the
> >> >>>>> >>> >> >> issue is likely to be. What version of Ceph are you
> >> >>>>> >>> >> >> running? How
> >> >>>>> >>> >> >> did
> >> >>>>> >>> >> >> you do this hardware migration?
> >> >>>>> >>> >> >> -Greg
> >> >>>>> >>> >> >>
> >> >>>>> >>> >> >> >
> >> >>>>> >>> >> >> >
> >> >>>>> >>> >> >> > pg 70.320 is stuck unclean for 704.803040, current
> state
> >> >>>>> >>> >> >> > active+recovering,
> >> >>>>> >>> >> >> > last acting [277,101,218,49,304,412]
> >> >>>>> >>> >> >> > pg 70.320 is active+recovering, acting
> >> >>>>> >>> >> >> > [277,101,218,49,304,412],
> >> >>>>> >>> >> >> > 18
> >> >>>>> >>> >> >> > unfound
> >> >>>>> >>> >> >> >
> >> >>>>> >>> >> >> > There is no indication of any problems with down OSDs
> or
> >> >>>>> >>> >> >> > network
> >> >>>>> >>> >> >> > issues
> >> >>>>> >>> >> >> > with
> >> >>>>> >>> >> >> > OSDs.
> >> >>>>> >>> >> >> >
> >> >>>>> >>> >> >> > Thanks,
> >> >>>>> >>> >> >> > Jeff
> >> >>>>> >>> >> >> >
> >> >>>>> >>> >> >> >
> >> >>>>> >>> >> >> > --
> >> >>>>> >>> >> >> >
> >> >>>>> >>> >> >> > Jeffrey McDonald, PhD
> >> >>>>> >>> >> >> > Assistant Director for HPC Operations
> >> >>>>> >>> >> >> > Minnesota Supercomputing Institute
> >> >>>>> >>> >> >> > University of Minnesota Twin Cities
> >> >>>>> >>> >> >> > 599 Walter Library           email:
> >> >>>>> >>> >> >> > jeffrey.mcdon...@msi.umn.edu
> >> >>>>> >>> >> >> > 117 Pleasant St SE           phone: +1 612 625-6905
> >> >>>>> >>> >> >> > Minneapolis, MN 55455        fax:   +1 612 624-8861
> >> >>>>> >>> >> >> >
> >> >>>>> >>> >> >> >
> >> >>>>> >>> >> >> >
> >> >>>>> >>> >> >> > _______________________________________________
> >> >>>>> >>> >> >> > ceph-users mailing list
> >> >>>>> >>> >> >> > ceph-users@lists.ceph.com
> >> >>>>> >>> >> >> >
> http://lists.ceph.com/listinfo.cgi/ceph-users-ceph.com
> >> >>>>> >>> >> >> >
> >> >>>>> >>> >> >
> >> >>>>> >>> >> >
> >> >>>>> >>> >> >
> >> >>>>> >>> >> >
> >> >>>>> >>> >> > --
> >> >>>>> >>> >> >
> >> >>>>> >>> >> > Jeffrey McDonald, PhD
> >> >>>>> >>> >> > Assistant Director for HPC Operations
> >> >>>>> >>> >> > Minnesota Supercomputing Institute
> >> >>>>> >>> >> > University of Minnesota Twin Cities
> >> >>>>> >>> >> > 599 Walter Library           email:
> >> >>>>> >>> >> > jeffrey.mcdon...@msi.umn.edu
> >> >>>>> >>> >> > 117 Pleasant St SE           phone: +1 612 625-6905
> >> >>>>> >>> >> > Minneapolis, MN 55455        fax:   +1 612 624-8861
> >> >>>>> >>> >> >
> >> >>>>> >>> >> >
> >> >>>>> >>> >
> >> >>>>> >>> >
> >> >>>>> >>> >
> >> >>>>> >>> >
> >> >>>>> >>> > --
> >> >>>>> >>> >
> >> >>>>> >>> > Jeffrey McDonald, PhD
> >> >>>>> >>> > Assistant Director for HPC Operations
> >> >>>>> >>> > Minnesota Supercomputing Institute
> >> >>>>> >>> > University of Minnesota Twin Cities
> >> >>>>> >>> > 599 Walter Library           email:
> >> >>>>> >>> > jeffrey.mcdon...@msi.umn.edu
> >> >>>>> >>> > 117 Pleasant St SE           phone: +1 612 625-6905
> >> >>>>> >>> > Minneapolis, MN 55455        fax:   +1 612 624-8861
> >> >>>>> >>> >
> >> >>>>> >>> >
> >> >>>>> >>> >
> >> >>>>> >>> > _______________________________________________
> >> >>>>> >>> > ceph-users mailing list
> >> >>>>> >>> > ceph-users@lists.ceph.com
> >> >>>>> >>> > http://lists.ceph.com/listinfo.cgi/ceph-users-ceph.com
> >> >>>>> >>> >
> >> >>>>> >>
> >> >>>>> >>
> >> >>>>> >>
> >> >>>>> >>
> >> >>>>> >> --
> >> >>>>> >>
> >> >>>>> >> Jeffrey McDonald, PhD
> >> >>>>> >> Assistant Director for HPC Operations
> >> >>>>> >> Minnesota Supercomputing Institute
> >> >>>>> >> University of Minnesota Twin Cities
> >> >>>>> >> 599 Walter Library           email:
> jeffrey.mcdon...@msi.umn.edu
> >> >>>>> >> 117 Pleasant St SE           phone: +1 612 625-6905
> >> >>>>> >> Minneapolis, MN 55455        fax:   +1 612 624-8861
> >> >>>>> >>
> >> >>>>> >>
> >> >>>>
> >> >>>>
> >> >>>>
> >> >>>>
> >> >>>> --
> >> >>>>
> >> >>>> Jeffrey McDonald, PhD
> >> >>>> Assistant Director for HPC Operations
> >> >>>> Minnesota Supercomputing Institute
> >> >>>> University of Minnesota Twin Cities
> >> >>>> 599 Walter Library           email: jeffrey.mcdon...@msi.umn.edu
> >> >>>> 117 Pleasant St SE           phone: +1 612 625-6905
> >> >>>> Minneapolis, MN 55455        fax:   +1 612 624-8861
> >> >>>>
> >> >>>>
> >> > _______________________________________________
> >> > ceph-users mailing list
> >> > ceph-users@lists.ceph.com
> >> > http://lists.ceph.com/listinfo.cgi/ceph-users-ceph.com
> >>
> >>
> >>
> >> --
> >> Email:
> >> shin...@linux.com
> >> GitHub:
> >> shinobu-x
> >> Blog:
> >> Life with Distributed Computational System based on OpenSource
> >
> >
> >
> >
> > --
> >
> > Jeffrey McDonald, PhD
> > Assistant Director for HPC Operations
> > Minnesota Supercomputing Institute
> > University of Minnesota Twin Cities
> > 599 Walter Library           email: jeffrey.mcdon...@msi.umn.edu
> > 117 Pleasant St SE           phone: +1 612 625-6905
> > Minneapolis, MN 55455        fax:   +1 612 624-8861
> >
> >
>



-- 

Jeffrey McDonald, PhD
Assistant Director for HPC Operations
Minnesota Supercomputing Institute
University of Minnesota Twin Cities
599 Walter Library           email: jeffrey.mcdon...@msi.umn.edu
117 Pleasant St SE           phone: +1 612 625-6905
Minneapolis, MN 55455        fax:   +1 612 624-8861

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