Skip to main content
Version: 3.4.0

Multi-Node (Cluster) Deployment

deploy_cluster.sh deploys ChronoLog across multiple nodes using parallel-ssh for remote process management. Like deploy_local.sh, it operates on an already-installed ChronoLog tree and supports starting, stopping, and cleaning only — no build or install steps. The script is located at tools/deploy/deploy_cluster.sh in the repository.

Prerequisites​

The following tools must be available on PATH of the launch node:

ToolPurpose
jqParse and generate JSON configuration files
parallel-sshLaunch/stop remote processes in parallel
sshRemote command execution and hostname resolution
lddInspect shared library dependencies
nohupRun processes independent of the shell session
pkillStop processes by name/path
readlinkResolve symbolic links
realpathCanonicalize file paths
chrpathAdjust RPATH entries in binaries

Passwordless SSH must be configured from the launch node to all cluster nodes. The ChronoLog installation tree (<work-dir>) must be accessible at the same path on all nodes (e.g., via a shared filesystem).

Host Files​

Without a Slurm job ID, the script reads host lists from plain-text files under <work-dir>/conf/, one hostname per line:

FileRole
hosts_visorNode(s) running ChronoVisor — typically one entry
hosts_grapherNodes running ChronoGraphers — one per recording group
hosts_playerNodes running ChronoPlayers — one per recording group
hosts_keeperNodes running ChronoKeepers — all keeper nodes

Example hosts_keeper:

node01
node02
node03
node04

Keepers are distributed evenly across recording groups. With 4 keepers and 2 recording groups, each group gets 2 keepers.

Slurm Integration​

When --job-id <JOB_ID> is provided, the script derives the node list from the active Slurm job and overwrites the host files:

  • First node → ChronoVisor
  • Last N nodes → ChronoGraphers and ChronoPlayers (one per recording group)
  • All nodes → ChronoKeepers
important

ChronoLog must be launched from an interactive job shell, not via sbatch or srun. The script will exit with an error if it detects it is running inside an srun step.

To start an interactive session first:

salloc -N 8 --time=01:00:00
# then, from the interactive shell:
./deploy_cluster.sh --start --job-id $SLURM_JOB_ID --record-groups 2

Recording Groups​

--record-groups controls how many ChronoGrapher + ChronoPlayer pairs are deployed. Each recording group handles a disjoint subset of ChronoKeepers. Increasing the number of recording groups improves write throughput for large deployments.

The value of --record-groups must be ≤ the total number of keeper nodes.

Archive on a Shared File System​

ChronoGraphers write the HDF5 archive into the output directory (-u, --output-dir), and ChronoPlayers on other nodes read it from the same path, so that directory must be on a file system every grapher and player node mounts. Keepers and clients never touch it. The layout is described in HDF5 Archive.

A player finds new files through the graphers' manifest logs in <archive>/%manifest/, not by listing the story directories, so the NFS directory caches (acdirmin, acdirmax) do not decide when a replay sees a new file. They do decide when it sees a new log: a player lists %manifest/ to find the logs, and that listing can be up to acdirmax old, so a log a grapher creates while players run can go unseen that long. Each grapher creates its log when it starts. Windows are aligned to story_chunk_duration_secs boundaries, so its first window can be written one acceptance_window_secs after it starts (60 s in the template), and keepers free those chunks archive_visibility_delay_secs (10 s) later. Keep acdirmax below the sum, 70 s with the template; the NFS default, 60 s, is.

What the player relies on is NFS close-to-open consistency: a grapher closes its log after each record, and a player that opens the log afterwards sees the record. That is the NFS default. A mount with nocto drops it, and a player can keep reading an old copy of a log for up to acregmax, while a keeper frees a chunk archive_visibility_delay_secs (10 s) after ChronoGrapher confirms it written; a replay can then miss those events and still report success.

Cached failed lookups (lookupcache) do not matter. A client that looked a path up while it was missing can keep answering "not found" for it for up to acdirmax, but no archive path is ever removed and created again: every file gets a name used once, and a destroy deletes a story's files but keeps its directories (see HDF5 Archive).

Keep the clocks of the grapher hosts and the archive's file server within 120 s of each other (NTP). A destroy deletes another grapher's files of the story by their modification time, which the file server sets; see HDF5 Archive.

deploy_cluster.sh --start checks this before it launches anything: on each ChronoPlayer host it reads how the output directory is mounted (findmnt), and prints a warning naming the host when the mount is NFS with nocto, or with acdirmax at or above the grapher's acceptance_window_secs plus the keeper's archive_visibility_delay_secs. The deployment goes ahead either way.

Lustre keeps client caches coherent through its lock manager, so this section is specific to NFS.

Keeper WAL​

With --wal, every keeper runs with a write-ahead log, so clients can make durable writes (see Keeper WAL and Durable Writes). The WAL is set for the whole deployment: in a recording group where some keepers have it off, durable writes to those keepers fail with CL_ERR_DURABILITY_UNAVAILABLE.

Where the WAL goes​

--start runs wal_dir_probe.sh on each keeper host over ssh and prints the directory it chose. The base directory is, in this order:

  1. one that already holds WAL segments of this install, wherever it ranks, so a restarted keeper or a later job on the same node finds what an earlier keeper left;
  2. the first existing, writable <mount point>/$USER on a local drive other than the boot disk, NVMe first, then SATA SSD, then HDD, whose free space minus the reserve is at least max_bytes (1 GiB). Only a mount with a per-user directory is considered, which keeps discovery off disks the site did not hand to users;
  3. ${TMPDIR:-/tmp} on that host, with a warning.

<hash of the work dir>/<recording group> is appended to the base, so every deploy from one install finds the same directory and another install never sees it.

--wal-dir A:B:C replaces the discovery with that list. An entry is used if it exists, is a writable directory and has max_bytes free above the reserve; there is no boot-disk check or media ranking. A leftover WAL of this install in a list entry is chosen before any entry is checked, as in step 1. The search covers only the list's entries, not ${TMPDIR:-/tmp}: a leftover there is named in a warning when an entry is usable, and the keeper does not use it. When no entry is usable on a keeper host, the deploy prints each entry's reason with the host name and stops before any daemon is launched. If ${TMPDIR:-/tmp}/<hash>/<group> holds WAL segments of this install, it prints one more error line naming that directory, so you can move the segments into an entry's <hash>/<group> or remove them. An empty entry (/a:, :/a, /a::/b) is refused with an error. A single --wal-dir path is used as given, with a warning if it is on the boot disk.

The deploy, and each keeper at startup, warn when the WAL directory is on the boot disk or on NFS, Lustre, GPFS, BeeGFS, CIFS, Ceph, FUSE, overlay or tmpfs.

What a durable write survives​

WAL onSurvives
A local diskA keeper crash and a node reboot. The events are replayed when a keeper starts again on that node with the same install.
tmpfsA keeper crash only; a reboot or the end of the job loses them.
NFSAlso the loss of the node, if someone restarts a keeper on that directory, but only as durable as the server's export (sync) and its storage cache. flock there depends on the server's lock service.

No WAL survives losing its disk.

NFS is a fallback, not the recommendation: every sync is a round trip to the server, and the archive usually shares the same server. Prefer a local NVMe or SATA SSD.

Trim SSDs that hold a WAL, with fstrim on a timer or a discard mount: the WAL creates and deletes 64 MiB segments all the time, and an untrimmed, nearly full drive syncs several times slower.

Stopping, restarting and cleaning​

  • Run --stop before the job or allocation ends. Each keeper waits for ChronoGrapher to confirm its chunks, then writes an exit-summary in its WAL directory. --stop prints a table with each keeper's state: clean, pending (durable events the grapher has not confirmed), missing (no exit-summary: the keeper crashed or was killed), empty (no WAL directory, or an empty one, so no exit-summary was written) or unreachable (the host did not answer). It exits nonzero unless all are clean.
  • Events left in a WAL are replayed only when a keeper of the same install starts again on that node, possibly days later in another job. If --stop reports pending or missing, start the deployment again from the same install on the same nodes, so those keepers replay their WALs and the graphers confirm the events, then stop again. Start it with the same options as before, including --wal or --wal-dir, and with the hosts in the same order. Without --wal the keepers run with no WAL and the leftover events stay where they are. Another host order can put a host in another recording group, and the probe then looks for <hash>/<group> of the new group and does not find the old WAL.
  • A build with another WAL format version needs the WAL directories removed before it is installed. A clean stop still leaves the active segment and a spare in each, and a keeper refuses to start on segments of a format it cannot read. Run --stop, then either --clean or, after a clean --stop, remove each keeper's <base>/<hash>/<group> directory by hand. --clean removes much more than the WAL: the HDF5 archive in the output directory, the generated confs, the per-group hosts files and the logs. It refuses, removing nothing, while a keeper's WAL state is pending, missing or unreachable; --force removes the WAL directories anyway and discards those events. Do either before the install: --clean finds the WAL directories through the generated keeper confs.
  • After a crash of one keeper while the visor and graphers still run, restart it with --restart-keeper <host>. It replays its WAL, registers again, and the visor gives it the stories clients still hold. After --stop it does not apply: start the whole deployment again as described above.

On Ares​

The boot SSD is small, is wiped between jobs, and must not hold a WAL. Discovery finds /mnt/nvme/$USER, /mnt/ssd/$USER and /mnt/hdd/$USER, in that order, so create the per-user directory on the drives you want used. An NVMe that is nearly full, with less than max_bytes free above the reserve (the larger of 256 MiB and 10 % of the drive), is skipped, and the WAL goes on the SATA SSD instead. The NVMe drives there are shared, mostly full and mounted without discard: on one, a small append and its sync took 2.3 ms when the drive was quiet and about 5.4 ms after 10 GB of writes. A sync into a pre-zeroed segment, as the WAL does, took 0.66 ms on it when quiet; it was not measured after the writes. If no drive qualifies, the WAL goes to /tmp, on the boot disk, with a warning; pass --wal-dir /mnt/nvme/$USER:/mnt/ssd/$USER to fail the deploy instead. A leftover WAL of this install in /tmp is chosen first when no list is given. With a list, it is not used. If an entry is usable, the deploy prints a warning naming the leftover and goes ahead; if no entry is usable, the deploy fails and names that directory, so you can move the segments into an entry's <hash>/<group>.

Execution Modes​

Exactly one mode must be specified per invocation:

ModeDescription
--startStart all ChronoLog processes across the cluster
--stopStop all ChronoLog processes gracefully. Keepers stop first and get 4 minutes, since each waits for ChronoGrapher to confirm its chunks written; other processes are force-killed after 5 minutes. With the keeper WAL on, it then prints each keeper's WAL state and exits nonzero unless every one is clean (see Keeper WAL).
--cleanRemove generated config files, per-group host files and logs, and the archive in the output directory: the files its manifest names, their story directories if empty, then %manifest. Other files in the output directory stay. With the keeper WAL on, it also removes the keeper WAL directories, and refuses, removing nothing, while a keeper's state is pending, missing or unreachable, unless --force is given; an empty one does not stop it. All processes must be stopped first.
--restart-keeper <host>Relaunch the keeper on <host> with the configuration --start generated for it, so it reuses its ports and its WAL directory and replays what the WAL holds. Give it the same path and host options --start was given (--work-dir, --keeper-bin, --conf-file, the host files or --job-id). --wal is not needed: the generated conf already has the WAL on. It is for a deployment whose visor and graphers still run, not for one that --stop stopped.

Options​

OptionDefaultDescription
-w, --work-dir <path>Script location /../Root of the installed ChronoLog tree
-r, --record-groups <n>1 (or count of lines in hosts_grapher if it exists)Number of recording groups
-j, --job-id <id>(none)Slurm job ID; overrides host files when set
-m, --monitor-dir <path><work-dir>/monitorDirectory for remote process launch logs
-u, --output-dir <path><work-dir>/outputDirectory for story file output
-v, --visor-bin <path><work-dir>/bin/chrono-visorPath to the ChronoVisor binary
-g, --grapher-bin <path><work-dir>/bin/chrono-grapherPath to the ChronoGrapher binary
-p, --keeper-bin <path><work-dir>/bin/chrono-keeperPath to the ChronoKeeper binary
-a, --player-bin <path><work-dir>/bin/chrono-playerPath to the ChronoPlayer binary
-f, --conf-file <path><work-dir>/conf/default-chrono-conf.jsonMain configuration template
-n, --client-conf-file <path><work-dir>/conf/default-chrono-client-conf.jsonClient configuration template
-q, --visor-hosts <path><work-dir>/conf/hosts_visorOverride path to visor host file
-k, --grapher-hosts <path><work-dir>/conf/hosts_grapherOverride path to grapher host file
-o, --keeper-hosts <path><work-dir>/conf/hosts_keeperOverride path to keeper host file
--waloffTurn the keeper WAL on (WAL_ENABLED=1 in the environment does the same); each keeper host gets a WAL directory chosen as described in Keeper WAL
--wal-dir <A[:B:...]>(none)Turn the keeper WAL on and try these base directories in order instead of the discovery
--forcefalseWith --clean, also remove keeper WAL directories that hold unconfirmed events
-e, --verbosefalseEnable verbose output

Examples​

Start with pre-configured host files (default work-dir):

./deploy_cluster.sh --start

Start using a Slurm job with 2 recording groups:

./deploy_cluster.sh --start --job-id $SLURM_JOB_ID --record-groups 2

Start from a custom installation with 3 recording groups:

./deploy_cluster.sh --start --work-dir /shared/chronolog --record-groups 3

Stop the deployment using existing host files:

./deploy_cluster.sh --stop

Stop using a Slurm job (re-derives hosts from job):

./deploy_cluster.sh --stop --job-id $SLURM_JOB_ID

Start with the keeper WAL on, then relaunch one keeper after it crashed:

./deploy_cluster.sh --start --job-id $SLURM_JOB_ID --wal
./deploy_cluster.sh --restart-keeper node03 --job-id $SLURM_JOB_ID

Clean up generated files (run after stopping):

./deploy_cluster.sh --clean