This project presents a REST-HTTP API to PSI_K, a portable batch job submission interface.
To setup and run:
- Install psik_api (from the site you intend to use):
module load python/3
python3 -m venv
VIRTUAL_ENV=/full/path/to/venv
PATH=$VIRTUAL_ENV/bin:$PATH
pip install git+https://github.com/frobnitzem/psik_api.git
-
Setup a psik_api config file. This file is a key-value store mapping machine names to psik config files -- one for each scheduler configuration.
Note that the
PSIK_CONFIGenvironment variable does not influence the server runningpsik_api.Create a config file at
$PSIK_API_CONFIG(defaults to$VIRTUAL_ENV/etc/psik_api.json) like,{ "backends": { "default": { "type": "local" } }, "prefix": "/tmp/psik_jobs" }or
{ "prefix": "/ccs/proj/prj123/uname/frontier", "backends": { "default": { "type": "slurm", "project_name": "prj123", "attributes": { "--gpu-bind": "closest" } } } }you can quickly test this setup with (bash)
psik -vv --config psik_api.json run <(echo '{"name":"test", "script":"hostname; pwd; ls -l ../"}')or (rc)
psik -vv --config psik_api.json run <{echo '{"name":"test", "script":"hostname; pwd; ls -l ../"}'} -
Start the server. This can be done either directly by ssh-tunneling to a login node, or indirectly by starting a long-running containerized service.
The ssh-tunnel method is simplest,
ssh frontier -L 127.0.0.1:8000:./psik_api.sock
activate /ccs/proj/prj123/frontier
uvicorn psik_api.main:app --log-level info --uds $HOME/psik_api.sock
Note that using a UNIX socket in `$HOME` is secure as long as
only your user can read/write from it.
For a more secure environment, use the `certified` package with:
ssh frontier -L 8000:localhost:4433
activate /ccs/proj/prj123/frontier
certified serve psik_api.main:app https://127.0.0.1:4433
`certified` is a dependency of psik_api, so should already
be available if you have installed psik.
A `Dockerfile` is provided in this repo to faciliate
running psik as a Kubernetes service.
- Browse / access the API at:
http://127.0.0.1:8000/v2
- Send a test job:
curl -X POST \
http://127.0.0.1:8000/v2/jobs \
-H 'accept: application/json' \
-H 'Content-Type: application/json' \
-d '{
"name": "show system info",
"script": "cat /proc/cpuinfo; cat /proc/meminfo; rocm-smi; echo $nodes; $mpirun hostname",
"resources": {
"process_count": 8,
"cpu_cores_per_process": 7,
"duration": 2,
"gpu_cores_per_process": 1
}
}'
curl -X GET \
'http://127.0.0.1:8000/v2/jobs \
-H 'accept: application/json'
# replace 1693992878.203 with your job's jobid
curl -X GET \
'http://127.0.0.1:8000/v2/jobs/1693992878.203/logs' \
-H 'accept: application/json'
- Create a job without submitting it, then send input files, then submit
# full JobSpec must be present at this point,
# but it will not run until later
curl -X POST \
http://127.0.0.1:8000/v2/jobs/new \
-H 'accept: application/json' \
-H 'Content-Type: application/json' \
-d '{
"script": "cat data.txt",
}'
# replace 1693992878.203 with your job's jobid below
# Upload files
curl -X POST \
'http://127.0.0.1:8000/v2/jobs/1693992878.203/files/ \
-H 'accept: application/json' \
--upload-file data.txt
# start the job
curl -X POST \
'http://127.0.0.1:8000/v2/jobs/1693992878.203/start' \
-H 'accept: application/json'
The server has 3 modes of operation:
-
local -- when specifically requested with configuration setting "authz"="local". In this mode, only requests originating from the localhost IP (either v4 or v6) will be served. Also, this mode is the only way to serve the full API through a UNIX domain socket.
-
insecure -- when Request.transport is not available (started without certified serve). In this case the user name is taken as 'addr:' -- based on the client's address. Psik_api will refuse to issue tokens (hence no access to secured routes) in this case.
-
TLS -- when started with
certified serve
In local mode, the system sees all jobs as owned by user
local:psik_api.
In TLS mode, the user value is read from a biscuit
token that the client provides on each request.
This should be present in a header like,
Authorization: bearer b64-encoded-biscuit-value=.
If no biscuit is provided with the request, then one is
auto-generated for that request by reading the client's
TLS certificate.
Note, a biscuit can also be generated with user == client
by visiting the /token endpoint.
A database tracks the owner of each job and grants GET/POST permissions only to a job's owner. This way, a user can delegate access permissions to a job to another user or an automated agent.
Note that biscuits allow tokens to be attenuated by enforcing additional checks. For example, by checking mode=GET, they can confer a token that grants read-only access.
Sites may customize the job access policy above by
implementing a custom authz class -- replacing
psik_api.authz:BaseAuthz in their Config.authz
setting.