Files
DashBoard/deploy/mes-dashboard-trace-worker.service
egg dbe0da057c feat(trace-pipeline): memory triage, async job queue, and NDJSON streaming
Three proposals addressing the 2026-02-25 trace pipeline OOM crash (114K CIDs):

1. trace-events-memory-triage: fetchmany iterator (read_sql_df_slow_iter),
   admission control (50K CID limit for non-MSD), cache skip for large queries,
   early memory release with gc.collect()

2. trace-async-job-queue: RQ-based async jobs for queries >20K CIDs,
   separate worker process with isolated memory, frontend polling via
   useTraceProgress composable, systemd service + deploy scripts

3. trace-streaming-response: chunked Redis storage (TRACE_STREAM_BATCH_SIZE=5000),
   NDJSON stream endpoint (GET /api/trace/job/<id>/stream), frontend
   ReadableStream consumer for progressive rendering, backward-compatible
   with legacy single-key storage

All three proposals archived. 1101 tests pass, frontend builds clean.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
2026-02-25 21:01:27 +08:00

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[Unit]
Description=MES Dashboard Trace Worker (RQ, Conda Runtime)
Documentation=https://github.com/your-org/mes-dashboard
After=network.target redis-server.service
Requires=redis-server.service
[Service]
Type=simple
User=www-data
Group=www-data
WorkingDirectory=/opt/mes-dashboard
EnvironmentFile=-/opt/mes-dashboard/.env
Environment="PYTHONPATH=/opt/mes-dashboard/src"
ExecStart=/usr/bin/env bash -lc 'exec "${CONDA_BIN:-/opt/miniconda3/bin/conda}" run --no-capture-output -n "${CONDA_ENV_NAME:-mes-dashboard}" rq worker "${TRACE_WORKER_QUEUE:-trace-events}" --url "${REDIS_URL:-redis://localhost:6379/0}"'
KillSignal=SIGTERM
TimeoutStopSec=60
Restart=always
RestartSec=10
StandardOutput=journal
StandardError=journal
SyslogIdentifier=mes-dashboard-trace-worker
# Memory protection: trace worker handles large queries independently.
# MemoryMax prevents single large job from killing the VM.
MemoryHigh=3G
MemoryMax=4G
NoNewPrivileges=yes
PrivateTmp=yes
ProtectSystem=strict
ReadWritePaths=/opt/mes-dashboard/logs
[Install]
WantedBy=multi-user.target