4. Frequently asked questions (FAQ)¶
4.1. About the project¶
4.1.1. Where did the name Charliecloud come from?¶
Charlie — Charles F. McMillan was director of Los Alamos National Laboratory from June 2011 until December 2017, i.e., at the time Charliecloud was started in early 2014. He is universally referred to as “Charlie” here.
cloud — Charliecloud provides cloud-like flexibility for HPC systems.
4.1.2. How do you spell Charliecloud?¶
We try to be consistent with Charliecloud — one word, no camel case. That is, Charlie Cloud and CharlieCloud are both incorrect.
4.2. Errors¶
4.2.1. How do I read the ch-run
error messages?¶
ch-run
error messages look like this:
$ ch-run foo -- echo hello
ch-run[25750]: can't find image: foo: No such file or directory (ch-run.c:107 2)
There is a lot of information here, and it comes in this order:
Name of the executable; always
ch-run
.Process ID in square brackets; here
25750
. This is useful when debugging parallelch-run
invocations.Colon.
Main error message; here
can't find image: foo
. This should be informative as to what went wrong, and if it’s not, please file an issue, because you may have found a usability bug. Note that in some cases you may encounter the default messageerror
; if this happens and you’re not doing something very strange, that’s also a usability bug.Colon (but note that the main error itself can contain colons too), if and only if the next item is present.
Operating system’s description of the the value of
errno
; hereNo such file or directory
. Omitted if not applicable.Open parenthesis.
Name of the source file where the error occurred; here
ch-run.c
. This and the following item tell developers exactly wherech-run
became confused, which greatly improves our ability to provide help and/or debug.Source line where the error occurred.
Value of
errno
(see C error codes in Linux for the full list of possibilities).Close parenthesis.
Note: Despite the structured format, the error messages are not guaranteed to be machine-readable.
4.2.2. Tarball build fails with “No command specified”¶
The full error from ch-builder2tar
or ch-build2dir
is:
docker: Error response from daemon: No command specified.
You will also see it with various plain Docker commands.
This happens when there is no default command specified in the Dockerfile or
any of its ancestors. Some base images specify one (e.g., Debian) and others
don’t (e.g., Alpine). Docker requires this even for commands that don’t seem
like they should need it, such as docker create
(which is what trips
up Charliecloud).
The solution is to add a default command to your Dockerfile, such as
CMD ["true"]
.
4.2.3. ch-run
fails with “can’t re-mount image read-only”¶
Normally, ch-run
re-mounts the image directory read-only within the
container. This fails if the image resides on certain filesystems, such as NFS
(see issue #9). There are
two solutions:
Unpack the image into a different filesystem, such as
tmpfs
or local disk. Consult your local admins for a recommendation. Note that Lustre is probably not a good idea because it can give poor performance for you and also everyone else on the system.Use the
-w
switch to leave the image mounted read-write. This may have an impact on reproducibility (because the application can change the image between runs) and/or stability (if there are multiple application processes and one writes a file in the image that another is reading or writing).
4.3. Unexpected behavior¶
4.3.1. What do the version numbers mean?¶
Released versions of Charliecloud have a pretty standard version number, e.g. 0.9.7.
Work leading up to a released version also has version numbers, to satisfy
tools that require them and to give the executables something useful to report
on --version
, but these can be quite messy. We refer to such versions
informally as pre-releases, but Charliecloud does not have formal
pre-releases such as alpha, beta, or release candidate.
Pre-release version numbers are not in order, because this work is in a DAG rather than linear, except they precede the version we are working towards. If you’re dealing with these versions, use Git.
Pre-release version numbers are the version we are working towards, followed
by: ~pre
, the branch name if not master
with non-alphanumerics
removed, the commit hash, and finally dirty
if the working directory
had uncommitted changes.
Examples:
0.2.0
: Version 0.2.0. Released versions don’t include Git information, even if built in a Git working directory.
0.2.1~pre
: Some snapshot of work leading up to 0.2.1, built from source code where the Git information has been lost, e.g. the tarballs Github provides. This should make you wary because you don’t have any provenance. It might even be uncommitted work or an abandoned branch.
0.2.1~pre+1a99f42
: Master branch commit 1a99f42, built from a clean working directory (i.e., no changes since that commit).
0.2.1~pre+foo1.0729a78
: Commit 0729a78 on branchfoo-1
,foo_1
, etc. built from clean working directory.
0.2.1~pre+foo1.0729a78.dirty
: Commit 0729a78 on one of those branches, plus un-committed changes.
4.3.2. --uid 0
lets me read files I can’t otherwise!¶
Some permission bits can give a surprising result with a container UID of 0. For example:
$ whoami
reidpr
$ echo surprise > ~/cantreadme
$ chmod 000 ~/cantreadme
$ ls -l ~/cantreadme
---------- 1 reidpr reidpr 9 Oct 3 15:03 /home/reidpr/cantreadme
$ cat ~/cantreadme
cat: /home/reidpr/cantreadme: Permission denied
$ ch-run /var/tmp/hello cat ~/cantreadme
cat: /home/reidpr/cantreadme: Permission denied
$ ch-run --uid 0 /var/tmp/hello cat ~/cantreadme
surprise
At first glance, it seems that we’ve found an escalation – we were able to read a file inside a container that we could not read on the host! That seems bad.
However, what is really going on here is more prosaic but complicated:
After
unshare(CLONE_NEWUSER)
,ch-run
gains all capabilities inside the namespace. (Outside, capabilities are unchanged.)This include
CAP_DAC_OVERRIDE
, which enables a process to read/write/execute a file or directory mostly regardless of its permission bits. (This is why root isn’t limited by permissions.)Within the container,
exec(2)
capability rules are followed. Normally, this basically means that all capabilities are dropped whench-run
replaces itself with the user command. However, if EUID is 0, which it is inside the namespace given--uid 0
, then the subprocess keeps all its capabilities. (This makes sense: if root creates a new process, it stays root.)CAP_DAC_OVERRIDE
within a user namespace is honored for a file or directory only if its UID and GID are both mapped. In this case,ch-run
mapsreidpr
to containerroot
and groupreidpr
to itself.Thus, files and directories owned by the host EUID and EGID (here
reidpr:reidpr
) are available for all access withch-run --uid 0
.
This is not an escalation. The quirk applies only to files owned by the
invoking user, because ch-run
is unprivileged outside the namespace,
and thus he or she could simply chmod
the file to read it. Access
inside and outside the container remains equivalent.
References:
4.3.3. Why does ping
not work?¶
ping
fails with “permission denied” or similar under Charliecloud,
even if you’re UID 0 inside the container:
$ ch-run $IMG -- ping 8.8.8.8
PING 8.8.8.8 (8.8.8.8): 56 data bytes
ping: permission denied (are you root?)
$ ch-run --uid=0 $IMG -- ping 8.8.8.8
PING 8.8.8.8 (8.8.8.8): 56 data bytes
ping: permission denied (are you root?)
This is because ping
needs a raw socket to construct the needed
ICMP ECHO
packets, which requires capability CAP_NET_RAW
or
root. Unprivileged users can normally use ping
because it’s a setuid
or setcap binary: it raises privilege using the filesystem bits on the
executable to obtain a raw socket.
Under Charliecloud, there are multiple reasons ping
can’t get a raw
socket. First, images are unpacked without privilege, meaning that setuid and
setcap bits are lost. But even if you do get privilege in the container (e.g.,
with --uid=0
), this only applies in the container. Charliecloud uses
the host’s network namespace, where your unprivileged host identity applies
and ping
still can’t get a raw socket.
The recommended alternative is to simply try the thing you want to do, without
testing connectivity using ping
first.
4.3.4. Why is MATLAB trying and failing to change the group of /dev/pts/0
?¶
MATLAB and some other programs want pseudo-TTY (PTY) files to be group-owned
by tty
. If it’s not, Matlab will attempt to chown(2)
the file,
which fails inside a container.
The scenario in more detail is this. Assume you’re user charlie
(UID=1000), your primary group is nerds
(GID=1001), /dev/pts/0
is the PTY file in question, and its ownership is charlie:tty
(1000:5
), as it should be. What happens in the container by default
is:
MATLAB
stat(2)
s/dev/pts/0
and checks the GID.This GID is
nogroup
(65534) becausetty
(5) is not mapped on the host side (and cannot be, because only one’s EGID can be mapped in an unprivileged user namespace).MATLAB concludes this is bad.
MATLAB executes
chown("/dev/pts/0", 1000, 5)
.This fails because GID 5 is not mapped on the guest side.
MATLAB pukes.
The workaround is to map your EGID of 1001 to 5 inside the container (instead
of the default 1001:1001), i.e. --gid=5
. Then, step 4 succeeds because
the call is mapped to chown("/dev/pts/0", 1000, 1001)
and MATLAB is
happy.
4.3.5. ch-builder2tar
gives incorrect image sizes¶
ch-builder2tar
often finishes before the progress bar is complete. For
example:
$ ch-builder2tar mpihello /var/tmp
373MiB 0:00:21 [============================> ] 65%
146M /var/tmp/mpihello.tar.gz
In this case, the .tar.gz
contains 392 MB uncompressed:
$ zcat /var/tmp/mpihello.tar.gz | wc
2740966 14631550 392145408
But Docker thinks the image is 597 MB:
$ sudo docker image inspect mpihello | fgrep -i size
"Size": 596952928,
"VirtualSize": 596952928,
We’ve also seen cases where the Docker-reported size is an underestimate:
$ ch-builder2tar spack /var/tmp
423MiB 0:00:22 [============================================>] 102%
162M /var/tmp/spack.tar.gz
$ zcat /var/tmp/spack.tar.gz | wc
4181186 20317858 444212736
$ sudo docker image inspect spack | fgrep -i size
"Size": 433812403,
"VirtualSize": 433812403,
We think that this is because Docker is computing size based on the size of the layers rather than the unpacked image. We do not currently have a fix; see issue #165.
4.3.6. My second-level directory dev
is empty¶
Some image tarballs, such as official Ubuntu Docker images, put device files
in /dev
. These files prevent unpacking the tarball, because
unprivileged users cannot create device files. Further, these files are not
needed because ch-run
overmounts /dev
anyway.
We cannot reliably prevent device files from being included in the tar,
because often that is outside our control, e.g. docker export
produces
a tarball. Thus, we must exclude them at unpacking time.
An additional complication is that ch-tar2dir
can handle tarballs both
with a single top-level directory and without, i.e. “tarbombs”. For example,
best practice use of tar
on the command line produces the former,
while docker export
(perhaps via ch-builder2tar
) produces a
tarbomb.
Thus, ch-tar2dir
uses tar --exclude
to exclude from unpacking
everything under ./dev
and */dev
, i.e., directory dev
appearing at either the first or second level are forced to be empty.
This yields false positives if you have a tarbomb image with a directory
dev
at the second level containing stuff you care about. Hopefully
this is rare, but please let us know if it is your use case.
4.3.7. My password that contains digits doesn’t work in VirtualBox console¶
VirtualBox has confusing Num Lock behavior. Thus, you may be typing arrows, page up/down, etc. instead of digits, without noticing because console password fields give no feedback, not even whether a character has been typed.
Try using the number row instead, toggling Num Lock key, or SSHing into the virtual machine.
4.4. How do I ...¶
4.4.1. My app needs to write to /var/log
, /run
, etc.¶
Because the image is mounted read-only by default, log files, caches, and other stuff cannot be written anywhere in the image. You have three options:
Configure the application to use a different directory.
/tmp
is often a good choice, because it’s shared with the host and fast.Use
RUN
commands in your Dockerfile to create symlinks that point somewhere writeable, e.g./tmp
, or/mnt/0
withch-run --bind
.Run the image read-write with
ch-run -w
. Be careful that multiple containers do not try to write to the same files.
4.4.2. Which specific sudo
commands are needed?¶
For running images, sudo
is not needed at all.
For building images, it depends on what you would like to support. For example, do you want to let users build images with Docker? Do you want to let them run the build tests?
We do not maintain specific lists, but you can search the source code and
documentation for uses of sudo
and $DOCKER
and evaluate them
on a case-by-case basis. (The latter includes sudo
if needed to invoke
docker
in your environment.) For example:
$ find . \( -type f -executable \
-o -name Makefile \
-o -name '*.bats' \
-o -name '*.rst' \
-o -name '*.sh' \) \
-exec egrep -H '(sudo|\$DOCKER)' {} \;
4.4.3. OpenMPI Charliecloud jobs don’t work¶
MPI can be finicky. This section documents some of the problems we’ve seen.
4.4.3.1. mpirun
can’t launch jobs¶
For example, you might see:
$ mpirun -np 1 ch-run /var/tmp/mpihello -- /hello/hello
App launch reported: 2 (out of 2) daemons - 0 (out of 1) procs
[cn001:27101] PMIX ERROR: BAD-PARAM in file src/dstore/pmix_esh.c at line 996
We’re not yet sure why this happens — it may be a mismatch between the OpenMPI
builds inside and outside the container — but in our experience launching with
srun
often works when mpirun
doesn’t, so try that.
4.4.3.2. Communication between ranks on the same node fails¶
OpenMPI has many ways to transfer messages between ranks. If the ranks are on the same node, it is faster to do these transfers using shared memory rather than involving the network stack. There are two ways to use shared memory.
The first and older method is to use POSIX or SysV shared memory segments.
This approach uses two copies: one from Rank A to shared memory, and a second
from shared memory to Rank B. For example, the sm
byte transport
layer (BTL) does this.
The second and newer method is to use the process_vm_readv(2)
and/or
process_vm_writev(2)
) system calls to transfer messages directly from
Rank A’s virtual memory to Rank B’s. This approach is known as cross-memory
attach (CMA). It gives significant performance improvements in benchmarks,
though of course the real-world impact depends on the application. For
example, the vader
BTL (enabled by default in OpenMPI 2.0) and
psm2
matching transport layer (MTL) do this.
The problem in Charliecloud is that the second approach does not work by default.
We can demonstrate the problem with LAMMPS molecular dynamics application:
$ srun --cpus-per-task 1 ch-run /var/tmp/lammps_mpi -- \
lmp_mpi -log none -in /lammps/examples/melt/in.melt
[cn002:21512] Read -1, expected 6144, errno = 1
[cn001:23947] Read -1, expected 6144, errno = 1
[cn002:21517] Read -1, expected 9792, errno = 1
[... repeat thousands of times ...]
With strace(1)
, one can isolate the problem to the system call noted
above:
process_vm_readv(...) = -1 EPERM (Operation not permitted)
write(33, "[cn001:27673] Read -1, expected 6"..., 48) = 48
The man page
reveals that these system calls require that the process have permission to
ptrace(2)
one another, but sibling user namespaces do not. (You can
ptrace(2)
into a child namespace, which is why gdb
doesn’t
require anything special in Charliecloud.)
This problem is not specific to containers; for example, many settings of kernels with YAMA enabled will similarly disallow this access.
So what can you do? There are a few options:
We recommend simply using the
--join
family of arguments toch-run
. This puts a group ofch-run
peers in the same namespaces; then, the system calls work. See the ch-run man page for details.You can also sometimes turn off single-copy. For example, for
vader
, set the MCA variablebtl_vader_single_copy_mechanism
tonone
, e.g. with an environment variable:$ export OMPI_MCA_btl_vader_single_copy_mechanism=none
psm2
does not let you turn off CMA, but it does fall back to two-copy if CMA doesn’t work. However, this fallback crashed when we tried it.The kernel module XPMEM enables a different single-copy approach. We have not yet tried this, and the module needs to be evaluated for user namespace safety, but it’s quite a bit faster than CMA on benchmarks.
4.4.3.3. I get a bunch of independent rank-0 processes when launching with srun
¶
For example, you might be seeing this:
$ srun ch-run /var/tmp/mpihello -- /hello/hello
0: init ok cn036.localdomain, 1 ranks, userns 4026554634
0: send/receive ok
0: finalize ok
0: init ok cn035.localdomain, 1 ranks, userns 4026554634
0: send/receive ok
0: finalize ok
We were expecting a two-rank MPI job, but instead we got two independent one-rank jobs that did not coordinate.
MPI ranks start as normal, independent processes that must find one another
somehow in order to sync up and begin the coupled parallel program; this
happens in MPI_Init()
.
There are lots of ways to do this coordination. Because we are launching with the host’s Slurm, we need it to provide something for the containerized processes for such coordination. OpenMPI must be compiled to use what that Slurm has to offer, and Slurm must be told to offer it. What works for us is a something called “PMI2”. You can see if your Slurm supports it with:
$ srun --mpi=list
srun: MPI types are...
srun: mpi/pmi2
srun: mpi/openmpi
srun: mpi/mpich1_shmem
srun: mpi/mpich1_p4
srun: mpi/lam
srun: mpi/none
srun: mpi/mvapich
srun: mpi/mpichmx
srun: mpi/mpichgm
If pmi2
is not in the list, you must ask your admins to enable Slurm’s
PMI2 support. If it is in the list, but you’re seeing this problem, that means
it is not the default, and you need to tell Slurm you want it. Try:
$ export SLURM_MPI_TYPE=pmi2
$ srun ch-run /var/tmp/mpihello -- /hello/hello
0: init ok wc035.localdomain, 2 ranks, userns 4026554634
1: init ok wc036.localdomain, 2 ranks, userns 4026554634
0: send/receive ok
0: finalize ok
4.4.4. How do I run X11 apps?¶
X11 applications should “just work”. For example, try this Dockerfile:
FROM debian:stretch
RUN apt-get update \
&& apt-get install -y xterm
Build it and unpack it to /var/tmp
. Then:
$ ch-run /scratch/ch/xterm -- xterm
should pop an xterm.
If your X11 application doesn’t work, please file an issue so we can figure out why.
4.4.5. How do I specify an image reference?¶
You must specify an image for many use cases, including FROM
instructions, the source of an image pull (e.g. ch-grow pull
or
docker pull
), the destination of an image push, and adding image tags.
Charliecloud calls this an image reference, but there appears to be no
established name for this concept.
The syntax of an image reference is not well documented. This FAQ represents
our understanding, which is cobbled together from the Dockerfile reference, the docker
tag
documentation, and various
forum posts. It is not a precise match for how Docker implements it, but it
should be close enough.
We’ll start with two complete examples with all the bells and whistles:
example.com:8080/foo/bar/hello-world:version1.0
example.com:8080/foo/bar/hello-world@sha256:f6c68e2ad82a
These references parse into the following components, in this order:
A valid hostname; we assume this matches the regular expression
[A-Za-z0-9.-]+
, which is very approximate. Optional; hereexample.com
.A colon followed by a decimal port number. If hostname is given, optional; otherwise disallowed; here
8080
.If hostname given, a slash.
A path, with one or more components separated by slash. Components match the regex
[a-z0-9_.-]+
. Optional; herefoo/bar
. Pedantic details:Under the hood, the default path is
library
, but this is generally not exposed to users.Three or more underscores in a row is disallowed by Docker, but we don’t check this.
If path given, a slash.
The image name, which matches
[a-z0-9_.-]+
. Required; herehello-world
.Zero or one of:
A tag matching the regular expression
[A-Za-z0-9_.-]+
and preceded by a colon. Hereversion1.0
(example 1).A hexadecimal hash preceded by the string
@sha256:
. Heref6c68e2ad82a
(example 2).Note: Digest algorithms other than SHA-256 are in principle allowed, but we have not yet seen any.
Detail-oriented readers may have noticed the following gotchas:
A hostname without port number is ambiguous with the leading component of a path. For example, in the reference
foo/bar/baz
, it is ambiguous whetherfoo
is a hostname or the first (and only) component of the pathfoo/bar
. The resolution rule is: if the ambiguous substring contains a dot, assume it’s a hostname; otherwise, assume it’s a path component.The only character than cannot go in a POSIX filename is slash. Thus, Charliecloud uses image references in filenames, replacing slash with percent (
%
). Because this character cannot appear in image references, the transformation is reversible.An alternate approach would be to replicate the reference path in the filesystem, i.e., path components in the reference would correspond directly to a filesystem path. This would yield a clearer filesystem structure. However, we elected not to do it because it complicates the code to save and clean up image reference-related data, and it does not address a few related questions, e.g. should the host and port also be a directory level.
Usually, most of the components are omitted. For example, you’ll more commonly see image references like:
debian
, which refers to the taglatest
of imagedebian
from Docker Hub.
debian:stretch
, which is the same except for tagstretch
.
fedora/httpd
, which is taglatest
offedora/httpd
from Docker Hub.
See charliecloud.py
for a specific grammar that implements this.
4.4.6. Can I build or pull images using a tool Charliecloud doesn’t know about?¶
Yes. Charliecloud deals in well-known UNIX formats like directories, tarballs, and SquashFS images. So, once you get your image into some format Charliecloud likes, you can enter the workflow.
For example, skopeo is a tool to pull images to OCI format, and umoci can flatten an OCI image to a directory. Thus, you can use the following commands to run an Alpine 3.9 image pulled from Docker hub:
$ skopeo copy docker://alpine:3.9 oci:/tmp/oci:img
[...]
$ ls /tmp/oci
blobs index.json oci-layout
$ umoci unpack --rootless --image /tmp/oci:img /tmp/alpine:3.9
[...]
$ ls /tmp/alpine:3.9
config.json
rootfs
sha256_2ca27acab3a0f4057852d9a8b775791ad8ff62fbedfc99529754549d33965941.mtree
umoci.json
$ ls /tmp/alpine:3.9/rootfs
bin etc lib mnt proc run srv tmp var
dev home media opt root sbin sys usr
$ ch-run /tmp/alpine:3.9/rootfs -- cat /etc/alpine-release
3.9.5