Running on CRAB (WLCG)¶

HTCondor covers the CERN local batch farm. For jobs that should run anywhere on the WLCG (CMS CRAB), FLAF tasks can be submitted with --workflow crab. The implementation uses law's CMS CRAB workflow (law.contrib.cms.CrabWorkflow).

Analysis outputs and job logs use FLAF remote I/O only (fs_default via gfal/davs://, plus stageout_logs.sh). CRAB transferOutputs / transferLogs are forced off so nothing is duplicated onto CRAB's stageout area. The CRAB client still needs Site.storageSite / Data.outLFNDirBase for a submit-time write check — those fields are derived from fs_default, not configured separately.

Prerequisites¶

A valid VOMS proxy for the CMS VO (voms-proxy-init --voms cms -valid 192:00).
A MyProxy credential valid for at least 5 days, registered so CRAB task workers can retrieve it. A plain myproxy-init -d -n is not enough: the credential must use the SHA1 username law/CRAB expect and include CRAB retriever DNs. From an existing VOMS proxy (no grid-cert passphrase):

export X509_USER_PROXY=/tmp/x509up_u$(id -u)   # or your proxy path
# identity DN → SHA1 username (same as law)
SHA1=$(python3 - <<'PY'
import hashlib, subprocess
out = subprocess.check_output(["voms-proxy-info", "-identity"], text=True).strip()
print(hashlib.sha1(out.encode()).hexdigest())
PY
)
RETR='/DC=ch/DC=cern/OU=computers/CN=crab-(preprod|prod|dev)-tw(01|02|03).cern.ch|/DC=ch/DC=cern/OU=computers/CN=stefanov(m|m2).cern.ch|/DC=ch/DC=cern/OU=computers/CN=dciangot-tw.cern.ch|/DC=ch/DC=cern/OU=computers/CN=crab-(preprod|prod)-tw(01|02).cern.ch|/DC=ch/DC=cern/OU=computers/CN=crab-dev-tw(01|02|03|04).cern.ch|/DC=ch/DC=cern/OU=Organic Units/OU=Users/CN=cmscrab/CN=(817881|373708)/CN=Robot: cms crab|/DC=ch/DC=cern/OU=Organic Units/OU=Users/CN=crabint1/CN=373708/CN=Robot: CMS CRAB Integration 1'
GT_PROXY_MODE=rfc myproxy-init -n -s myproxy.cern.ch \
  -C "$X509_USER_PROXY" -y "$X509_USER_PROXY" \
  -l "$SHA1" -t 168 -c 168 \
  -x -R "$RETR" -x -Z "$RETR" -m cms
myproxy-info -s myproxy.cern.ch -l "$SHA1"   # expect timeleft >= 5 days + retrieval policy

FLAF fails early if the VOMS proxy or a suitable MyProxy credential is missing (instead of waiting for server-side SUBMITFAILED). There is no password-file fallback. 3. CRAB client available (via CMSSW / the law CMSSW sandbox; default sandbox name is set in law's config as job.crab_sandbox_name). 4. Bundles: CRAB workers do not mount AFS. FLAF always ships code via BundleTask when --workflow crab is used (same tarballs as HTCondor --bundle). Tasks already declare bundle_flavours. 5. Remote fs_default (e.g. davs://eoshome-...) so bundles and analysis outputs are on a grid-accessible filesystem.

Config¶

CRAB's write-check site is taken from fs_default:

`fs_default`	CRAB `storageSite` + `outLFNDirBase`
`T3_CH_CERNBOX:/store/user/<you>/...`	as written
`davs://eoshome-<initial>.cern.ch:.../eos/user/<initial>/<you>/...`	`T3_CH_CERNBOX` + `/store/user/<you>/...`

The CRAB client requires Site.whitelist because law uses dummy userInputFiles (no input dataset). FLAF defaults that list to T1_*, T2_*, T3_* so jobs can run at every CMS processing site. Restrict or exclude sites only if you need to, in global.yaml / user_custom.yaml:

crab:
  # whitelist: [T2_CH_CERN]   # omit to use all T1/T2/T3 sites
  # blacklist: [T2_US_MIT]
  # parallel_jobs: 5000       # default --parallel-jobs; CLI wins if set
  # refill_fraction: 0.2      # new CRAB task only when this fraction of slots is free
  # memory_mb_per_cpu: 2000   # CRAB maxMemoryMB / n_cpus

Memory is 2000 MB * n_cpus (override with crab.memory_mb_per_cpu), matching the CRAB default that all sites guarantee per core. Then capped at the CRAB client limit: 5000 MB for 1 core, 2500 MB * n_cpus otherwise. There is no separate CRAB memory CLI flag. AnaTuple production defaults to 4 cores (8 GB) so tautau CMSSW jobs fit; 2 cores only allow 5 GB.

Verify write access before the first campaign:

crab checkwrite --site=T3_CH_CERNBOX --lfn=/store/user/$USER

Key	Meaning
`whitelist`	Optional. Restricts `Site.whitelist`. Default: `T1_`, `T2_`, `T3_*`.
`blacklist`	Optional. CRAB `Site.blacklist` (applied on top of the whitelist).
`parallel_jobs`	Optional. Default for `--parallel-jobs` on CRAB (CLI wins). Default: `5000`. Caps how many CRAB jobs are in flight and thus the size of each CRAB task. CRAB itself refuses more than 10 000 jobs in one task.
`refill_fraction`	Optional. Submit a new CRAB task only when `parallel_jobs - n_active >= refill_fraction * parallel_jobs`. Default: `0.2`. Prevents a 1-job task every time a single job finishes.
`memory_mb_per_cpu`	Optional. CRAB `JobType.maxMemoryMB` is this times `--n-cpus`, capped at 5000 MB (1 core) or `2500 MB * n_cpus`. Default: `2000` (CRAB / site-guaranteed per-core default).

Submit¶

law run FLAF.Analysis.tasks.HistTupleProducerTask \
  --period Run3_2022EE --version my_crab \
  --workflow crab \
  --branches 0 \
  --test 1000 \
  --user-custom /path/to/user_custom_with_crab.yaml

Option	Why
`--workflow crab`	Submit via CRAB instead of local/HTCondor.
`--parallel-jobs`	Jobs in flight (default 5000 on CRAB, unlimited on HTCondor). Each refill is one CRAB task. Also `crab.parallel_jobs` in `global.yaml`.
`--max-runtime` / `--n-cpus`	Same as HTCondor; mapped to CRAB `maxJobRuntimeMin` / `numCores` / memory (`2000 MB * n_cpus`, CRAB-capped).
`--transfer-logs`	On by default; enables remote log stageout when `fs_default` is WLCG.

You do not need --bundle for CRAB — bundles are forced whenever the workflow is crab.

How it fits with HTCondor + bundles¶

Mode	Code on worker	Typical use
`--workflow local`	Submit machine	Development, small tests
`--workflow htcondor`	AFS (or `--bundle` tarball)	CERN farm production
`--workflow htcondor --bundle`	Tarball from `fs_default`	HTCondor without AFS dependency
`--workflow crab`	Tarball from `fs_default` (always)	Full WLCG via CRAB

Monitor¶

law run FLAF.Analysis.tasks.HistTupleProducerTask \
  --period Run3_2022EE --version my_crab --print-status 1,1

CRAB project directories live under data/jobs/ (see job.job_file_dir in law.cfg). You can also use crab status -d <project_dir> from a CMSSW environment.

Caveats¶

MyProxy must stay valid

CRAB polls through MyProxy. Delegate a long-lived proxy before large campaigns (myproxy-init as in Prerequisites).

Path-existence cache is shipped with the job

WLCGFileSystem.remotePathCacheHost (cms-flaf.cern.ch) is behind the CERN firewall, so CRAB workers do not use it. At submit time FLAF dumps the in-process path cache and ships it with the job; the worker loads that snapshot and uses a longer local TTL (24 × localPathCacheValidity, at least 24 h) so concurrent jobs do not re-stat the same remote paths.

First-time CRAB / grid mapfile

New users may need a CRAB username mapping and write access to the chosen storage site LFN. At CERN, prefer T3_CH_CERNBOX for /store/user/... (maps to personal EOS and usually passes crab checkwrite); T2_CH_CERN /store/user often does not exist.

Distant sites still read fs_default

The default whitelist lets jobs run anywhere, but the bundle and outputs stay on fs_default. Personal EOS (davs://eoshome-*.cern.ch) can fail or stall from far-away sites (gfal 112, HTTP 404, hung DNN). Law retries usually recover; set crab.whitelist closer to CERN if that I/O is a problem.

Do not replace a live bundle mid-campaign

BundleTask can stay DONE after core.tar.bz2 is deleted because of the path-existence cache. Workers then get HTTP 404. Rebuild into a sibling file and mv it over the live path; do not cp onto a file jobs may be downloading (a mid-copy can stage out 0 bytes).

Test small first

Validate with --workflow local --branches 0 --test 1000, then a single CRAB branch, before large submissions.