HAR-based load testing CLI for jac-scale applications
Project description
jac-loadtest
HAR-based load testing CLI for jac-scale applications. Capture real browser traffic via Chrome DevTools, export it as a .har file, and replay it under load — no scripting required.
The tool registers itself as a jac subcommand, so after installation you run jac loadtest alongside jac start, jac deploy, and the rest of the jac ecosystem.
Testing Modes
Monolith mode (default) — all requests go through a single --url. Use this for production-realistic load testing: it measures what users actually experience end-to-end through the gateway.
Microservice mode — route requests directly to individual service processes by URL path prefix. Use this locally or inside your cluster to isolate per-service latency and identify which service is the bottleneck — without gateway overhead masking the signal.
# Monolith: all traffic through the gateway (default, production-realistic)
jac loadtest recording.har --url http://localhost:8000 --vus 10 --duration 30s
# Microservice: bypass gateway, route by path prefix to individual services
jac loadtest recording.har --mode microservice \
--url http://localhost:8000 \
--services-map '{"order_service":"http://localhost:18001","inventory_service":"http://localhost:18002"}' \
--vus 10 --duration 30s
Note: Microservice mode requires direct network access to service ports. This means it's only usable locally (
jac serve) or from inside a Kubernetes cluster — not from outside production. For remote or production load testing, use monolith mode.
Quick Start
# Minimal: 1 VU, 30s
jac loadtest recording.har --url http://localhost:8000
# 50 VUs with 10s ramp-up
jac loadtest recording.har --url http://localhost:8000 --vus 50 --ramp-up 10s --duration 60s
# Authenticated test with per-VU credentials
jac loadtest recording.har --url http://localhost:8000 --vus 20 --credentials-file creds.csv
# CI-friendly with thresholds
jac loadtest recording.har --url http://localhost:8000 \
--vus 10 --duration 30s --fail-on-p95 500 --fail-on-error-rate 1
Developer Setup
# 1. Create and activate a conda env (Python 3.12 required)
conda create -n load python=3.12
conda activate load
# 2. Install the package in editable mode (runtime deps only)
pip install -e .
# 3. Also install test dependencies (when running tests)
pip install -e ".[test]"
# 4. Verify the command is registered
jac loadtest --help
Project Layout
jac_loadtest/
├── plugin.py — registers `jac loadtest` via jaclang entry-points
├── cli.py — argument wiring; JacMetaImporter bootstrap
├── config.py — LoadTestConfig dataclass (three-layer resolution)
├── core/ — HAR parser, load engine, metrics (no jac-scale knowledge)
├── bridge/ — jac-scale-aware adapters (auth, topology)
└── output/ — console, JSON, HTML reporters
The hard boundary between core/ and bridge/ is what keeps the eventual migration to jac-scale[loadtest] a file move rather than a rewrite.
HAR Compatibility
Tested with HAR 1.1 and 1.2 (the format exported by Chrome DevTools, Firefox, Postman, and Insomnia). Files from other versions are parsed with a warning — open an issue if something breaks.
Documentation
- Architecture — module map, data flow, design decisions
- Roadmap — delivery phases and exit criteria
- Verification — phase-by-phase manual and automated verification checklists
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