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SlurmLedger

Full-featured HPC billing and allocation management for SLURM clusters. A Cockpit plugin that provides real-time cost tracking, SU bank management, professional invoicing, and financial system integration.

Features

Billing & Cost Tracking

  • Real-time cost calculation from SlurmDB
  • Per-account, per-user, per-job cost breakdown
  • CPU and GPU hour tracking with separate rates
  • Historical rate support for accurate retroactive billing
  • Configurable billing rules (exclude failed jobs, partition discounts, etc.)

SU Bank / Allocation Management

  • Pre-paid and post-paid billing models
  • Annual, quarterly, monthly, or custom allocation periods
  • Budget tracking with configurable alert thresholds (80%/90%/100%)
  • Carryover rules for unused allocations
  • Real-time remaining balance display

Professional Invoicing

  • PDF invoice generation with institutional branding
  • Invoice lifecycle management (Draft → Sent → Viewed → Paid)
  • Refund support with credit memo generation
  • Configurable payment terms and bank details
  • Bulk invoice generation by account

Configurable Billing Rules

  • Rule-based charge/no-charge decisions
  • Failed jobs (except OOM/timeout) excluded by default
  • Partition-level discounts (e.g., debug queue at 50%)
  • Short job exclusion (under 1 minute)
  • Custom rules with flexible condition operators
  • Admin-configurable via UI — no code changes needed

Financial System Integration

  • Oracle Financials Cloud GL Journal Import XML
  • Workday, Banner, Kuali support via configurable mappings
  • Chart of Accounts mapping (SLURM account → Fund/Org/Account/Program)
  • Webhook notifications on invoice events
  • Journal Entry CSV export for any ERP system

Role-Based Access

Feature Admin PI Member Finance
Dashboard All accounts Their accounts Personal usage All (read-only)
Cost Details All + edit rates Their accounts Their jobs All (read-only)
Rate Config Full edit View only Hidden View only
Allocations Full edit View balance View usage View all
Invoices Full lifecycle View theirs Hidden View + mark paid
Billing Rules Full edit View only Hidden View only
Institution Full edit Hidden Hidden View only
Financial Integration Full config Hidden Hidden View only

Reports & Exports

  • Monthly/Quarterly/Annual billing summaries
  • CSV export (RFC 4180 compliant)
  • PDF invoices and credit memos
  • Journal entry exports for financial systems
  • Historical cost trend charts
  • Job efficiency metrics

Screenshots

(Screenshots to be added)

Requirements

  • Cockpit ≥ 300
  • Python 3.8+
  • SLURM with SlurmDBD (MySQL/MariaDB backend)
  • pymysql
  • reportlab

Installation

From RPM (RHEL/Rocky/Alma)

sudo dnf install slurmledger-1.0.0-1.noarch.rpm
sudo systemctl try-restart cockpit

From DEB (Ubuntu/Debian)

sudo dpkg -i slurmledger_1.0.0-1_all.deb
sudo apt-get install -f  # install dependencies
sudo systemctl try-restart cockpit

From Source

git clone https://github.com/NessieCanCode/SlurmLedger.git
cd SlurmLedger
pip install -r requirements.txt
make build
sudo make install

Development

make devel-install  # Links to ~/.local/share/cockpit/

Configuration

Rates (/etc/slurmledger/rates.json)

{
    "defaultRate": 0.01,
    "defaultGpuRate": 0.10,
    "overrides": {
        "physics-lab": { "rate": 0.008, "gpuRate": 0.08, "discount": 0.1 }
    },
    "billing_rules": [...],
    "allocations": {...},
    "billing_defaults": {
        "type": "postpaid",
        "billing_period": "monthly",
        "payment_terms_days": 30
    }
}

Institution Profile (/etc/slurmledger/institution.json)

Configure your institution's name, address, logo, bank details, payment terms, and financial system integration through the UI.

Roles

Configure role assignments in institution.json:

{
    "roles": {
        "admins": ["root", "hpc-admin"],
        "finance": ["billing-dept"],
        "pis": []
    }
}

PIs are auto-detected from SLURM account coordinator assignments.

Billing Rules

Rules are evaluated in order — first matching rule wins:

Rule Default Description
No charge for failed jobs ✅ Enabled Failed/cancelled jobs not charged (except OOM and timeout)
No charge under 1 minute ✅ Enabled Very short jobs excluded
Debug partition discount ❌ Disabled 50% rate on debug partition
Viz partition free ❌ Disabled No charge for visualization partition
OOM charge at requested time ❌ Disabled OOM jobs charged for requested, not actual time

Create custom rules via the admin UI — no config file editing required.

Architecture

┌─────────────────────────────────────┐
│         Cockpit Web UI              │
│  (React, Chart.js, jsPDF)           │
│                                     │
│  ┌─────────┐ ┌──────────┐ ┌──────┐ │
│  │Dashboard│ │ Invoices │ │Rates │ │
│  │(by role)│ │lifecycle │ │rules │ │
│  └────┬────┘ └────┬─────┘ └──┬───┘ │
│       │           │           │     │
│       ▼           ▼           ▼     │
│  cockpit.spawn() / cockpit.file()   │
└───────────────┬─────────────────────┘
                │
    ┌───────────┼───────────────┐
    ▼           ▼               ▼
┌────────┐ ┌──────────┐ ┌──────────────┐
│slurmdb │ │invoice.py│ │financial_    │
│  .py   │ │(reportlab│ │ export.py    │
│        │ │  PDF gen)│ │(Oracle/CSV/  │
│ MySQL  │ │          │ │ webhooks)    │
│queries │ │          │ │              │
└───┬────┘ └──────────┘ └──────────────┘
    │
    ▼
┌─────────────┐
│  SlurmDB    │
│ (MySQL/     │
│  MariaDB)   │
└─────────────┘

Balance Enforcement

SlurmLedger supports two approaches for enforcing prepaid allocation budgets:

Recommended: Lua job_submit plugin

The job_submit.lua plugin is called by SLURM at job submission time (before the job is accepted). When a user submits a job that would exceed their account's budget, the job is rejected immediately with a clear, user-visible error message:

$ sbatch my_job.sh
sbatch: error: SlurmLedger: Job rejected — account 'physics-lab' has exceeded its allocation.
  Budget: 500000 SU | Used: 498200 SU | Remaining: 1800 SU
  This job would require ~2400 SU.
  Contact your PI or HPC admin to request additional allocation.

Install once per cluster — no cron job required:

sudo cp /usr/share/cockpit/slurmledger/job_submit.lua /etc/slurm/job_submit.lua
echo "JobSubmitPlugins=lua" >> /etc/slurm/slurm.conf
sudo scontrol reconfigure

Set ENABLE_ENFORCEMENT = false in the plugin file to switch to audit-only mode (logs rejections without actually blocking jobs).

Alternative: GrpTRESMins via sacctmgr

If your site cannot use Lua plugins, balance_enforcer.py --sync pushes allocation limits to SLURM as GrpTRESMins on each account. SLURM holds jobs that would exceed the limit with reason AssocGrpCPUMinutesLimit. This approach is less precise (the counter tracks lifetime CPU-minutes on the account, not allocation-period usage) and gives users a less informative error message.

python3 /usr/share/cockpit/slurmledger/balance_enforcer.py --sync

Reporting: balance_enforcer.py --check

balance_enforcer.py --check queries sacct to report current usage against each prepaid allocation. It works regardless of which enforcement approach is active and is the data source for the Check Balances button in the Admin Dashboard.

# Text report
python3 /usr/share/cockpit/slurmledger/balance_enforcer.py --check

# JSON output (consumed by Cockpit dashboard)
python3 /usr/share/cockpit/slurmledger/balance_enforcer.py --check --json

# Reconcile SLURM GrpTRESMins against SlurmLedger allocations
python3 /usr/share/cockpit/slurmledger/balance_enforcer.py --reconcile

The Check Balances button in the Admin Dashboard runs --check --json and displays results in a table with per-account budget, usage, remaining SU, and status.

Local Development & Testing

Docker Compose (recommended)

Spins up MariaDB loaded with the test fixture, builds a Cockpit container with all dependencies, and runs the full test suite against the real database.

cd test
./run-local-tests.sh

This will:

  1. Start MariaDB 10.11 and populate slurm_acct_db from the test fixture
  2. Build and start the Cockpit container with the plugin mounted read-only
  3. Run Python unit tests with pytest
  4. Run slurmdb.py against the live database and print a sample of the JSON output
  5. Smoke-test PDF invoice generation
  6. Smoke-test the balance enforcer in dry-run mode

Cockpit is available at http://localhost:9090 once the environment is ready.

To stop the environment:

docker compose -f test/docker-compose.yml down

Manual unit tests

# Unit tests only (no database required)
make check

# Or directly:
PYTHONPATH=src python3 -m pytest test/unit/ -v
for f in test/unit/*.test.js; do node "$f"; done

# Lint
flake8 src/*.py
npx eslint src/ test/

Development install (live reload from source)

make devel-install
# Plugin is now linked at ~/.local/share/cockpit/slurmledger
# Open Cockpit at https://localhost:9090

Contributing

See CONTRIBUTING.md.

Security Model

SlurmLedger delegates authentication entirely to Cockpit. Users log in through the Cockpit web interface; the plugin receives the authenticated session and never manages passwords or session tokens itself.

Role enforcement is UI-level only. The role system (admin, finance, PI, member) controls which tabs and actions are visible in the browser. The backend Python scripts (slurmdb.py, invoice.py, financial_export.py) run with the OS permissions of the authenticated Cockpit user — they do not enforce roles independently. On most deployments the plugin is used by HPC administrators, so this is acceptable. If you need hard backend enforcement, wrap the scripts with sudo rules.

API keys and webhook secrets should be stored in /etc/slurmledger/financial_config.json with restricted permissions:

sudo chown root:cockpit-ws /etc/slurmledger/financial_config.json
sudo chmod 0640 /etc/slurmledger/financial_config.json

This file is separate from institution.json (which holds non-sensitive configuration) so that access controls can be applied without restricting the rest of the profile.

SQL injection prevention. All queries in slurmdb.py use parameterized statements (%s placeholders with PyMySQL). Identifier values (host, user, database, cluster) are validated against a strict allowlist regex (^[A-Za-z0-9_]+$) before use. Date parameters are validated as YYYY-MM-DD before conversion to UNIX timestamps.

Billing rules engine. The rules engine in slurmdb.py evaluates conditions using a closed set of comparison operators (=, !=, <, >, contains). User-supplied rule data is never passed to eval() or exec(). Adding a billing rule through the UI cannot execute arbitrary code.

Invoice ledger integrity. The ledger (/etc/slurmledger/invoices.json) is written atomically via ledger_util.py: a temp file is written with an exclusive flock, then renamed into place. Rolling backups (.bak, .bak.1, .bak.2) are maintained automatically. If the ledger is corrupted, the UI displays an error pointing to the backup files.

Recommended file permissions summary:

File Owner Mode Notes
/etc/slurmledger/institution.json root 0644 Non-sensitive institution profile
/etc/slurmledger/financial_config.json root:cockpit-ws 0640 API keys, webhook URL
/etc/slurmledger/invoices.json root:cockpit-ws 0640 Invoice ledger
/etc/slurmledger/rates.json root 0644 Billing rates

License

LGPL-2.1 — See LICENSE.

About

SlurmLedger is an open-source Cockpit plugin for viewing and managing Slurm billing and cost recovery

Topics

plugin hpc slurm billing cockpit cost-management linux-admin

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License

MIT license

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Code of conduct

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Releases 1

SlurmLedger v1.0.0 Latest
Mar 29, 2026

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