# DECNET 1.1 — RAM / Process-Footprint Release Predecessor: `v1.0.0`. Theme: cut the fleet resident set from **2.57 GB → target ~1.3 GB** with near-zero risk, then optionally further via worker consolidation. Analysis & measurements: see [improvements.md](improvements.md). ## Why 18 long-running workers, ~2.57 GB resident. ~1.5 GB of that is the **same 86 MB import floor paid 18×**, not workload. The floor is `import decnet.cli` pulling the entire SQLModel ORM + all 26 model tables into every worker, even ones that never touch the DB. ## Root cause (pinned) ``` cli/__init__.py:22 from . import (... topology ...) → cli/topology.py:12 from decnet.topology.config import TopologyConfig → decnet/topology/__init__.py:10 from decnet.topology.generator import generate ← TRIGGER → generator → allocator → repository → web.db.models.topology → all 26 tables (~38 MB) ``` The `topology/__init__.py` eager re-export of `generate` is the single thread that drags the ORM into every worker. No production code imports `generate` from the package surface (only tests, and they import the `compose` submodule) — safe to make lazy. ## Commit plan (incremental, one concern each) - [x] **C1 — docs.** `improvements.md` (analysis) + this release plan. - [ ] **C2 — lazy topology re-export.** PEP 562 `__getattr__` in `topology/__init__.py` so `generate` loads on access, not on package import. Public API unchanged. Test: `import decnet.cli` must NOT pull `decnet.web.db.models`. Re-measure floor. - [ ] **C3 — sweep remaining eager model pulls.** After C2, re-trace `import decnet.cli`; defer any other command module that drags the ORM in for registration only. Test: assert idle-worker floor stays under target. - [ ] **C4 — extract idle-herd coroutines.** Hoist the inline `_run()` closures (`webhook`, `canary`, `listener`, `forwarder`, `mutate`, `enrich`) into reusable `async def run(bus, cfg)` in their packages, so they're hostable by a supervisor. CLI commands become thin `asyncio.run(run(...))` wrappers. No behaviour change. - [ ] **C5 — `decnet supervise`.** TaskGroup supervisor hosting the idle herd in one process; reuses existing bus + `system.{worker}.control` shutdown. One systemd unit replacing ~8. `# ponytail: shared event loop — split a worker back out if it needs its own restart policy / MemoryMax`. - [ ] **C6 — merge scapy workers.** Optional. `collect`/`probe`/`sniffer` share the 76 MB scapy import once instead of 3×. ## Scope boundaries (no creep) - **In:** import-floor reduction (C2–C3), idle-herd consolidation (C4–C5), scapy merge (C6). - **Out:** `bus` (broker — stays alone), `api`/`web` (already multiprocess), `profiler`/`ttp` (heavy resident state + real CPU — stay separate). Not touching DB schema, bus wire format, or worker logic — only *where* code is imported and *which process* hosts it. ## Risk ladder - C2–C3: import-site only, reversible, covered by an import-floor test. **Low.** - C4: pure extraction, behaviour-preserving, existing tests guard it. **Low.** - C5: introduces **shared fate** — one crash/OOM takes the herd; loses per-worker systemd restart + `MemoryMax`. **Medium.** Verify on the live fleet before adopting; keep the individual units as the fallback. Do C2–C4 first; C5 only if RAM still bites. ## Projected - C2–C3 (import floor): 2.57 GB → **~1.3 GB**. Nearly free. - C4–C6 (consolidation): → **~0.9 GB**. Costs process isolation.