Updates to reduce firestore calls to try and stay in free tier

### Firestore read reductions

**1. `doc_get_cached()` in `firestore.py` — new 5-min TTL cache**
One place, benefits everything. System and node config documents almost never change during a monitoring session.

**2. System doc: 4 reads → 1 per call**
| Before | After |
|---|---|
| `upload.py` — `doc_get("systems")` for ai_flags | `doc_get_cached` |
| `transcription.py` — `get_vocabulary()` → `doc_get("systems")` | cache hit |
| `intelligence.py` — `get_vocabulary()` → `doc_get("systems")` | cache hit |
| `intelligence.py` — `doc_get("systems")` again for ten_codes | eliminated (reads same cached doc) |

**3. Node doc: cached in `_on_call_start` and `intelligence.py`**
The node is read every call event to get `assigned_system_id` and lat/lon for geocoding. Both now use the cache — node assignments and positions essentially never change at runtime.

**4. Node sweeper: 30s → 90s interval**
The sweeper was doing a full node collection scan 3× more often than necessary — the offline threshold is already 90s. Cuts sweeper reads by 66%.

**5. Vocabulary induction: scans all-time calls → last 7 days**
Previously fetched every ended call for a system (could be thousands). Now scoped to the last 7 days.

> **Note:** The vocabulary induction query `(system_id == X, ended_at >= cutoff)` needs a Firestore
> composite index on `(system_id ASC, ended_at ASC)`. When the induction loop first fires it will log
> an error with a Firebase Console link to create it in one click.
This commit is contained in:
Logan
2026-05-04 02:05:00 -04:00
parent 97f4286810
commit 7e1b01a275
6 changed files with 43 additions and 15 deletions
+3 -3
View File
@@ -143,8 +143,8 @@ class MQTTHandler:
if not call_id:
return
# Look up assigned system for this node
node = await fstore.doc_get("nodes", node_id)
# Look up assigned system for this node (cached — assignment rarely changes)
node = await fstore.doc_get_cached("nodes", node_id)
system_id = node.get("assigned_system_id") if node else None
started_at_raw = payload.get("started_at")
@@ -157,7 +157,7 @@ class MQTTHandler:
# Prefer the name from OP25 metadata; fall back to the system config
tgid_name = payload.get("tgid_name") or ""
if not tgid_name and system_id and payload.get("tgid"):
system_doc = await fstore.doc_get("systems", system_id)
system_doc = await fstore.doc_get_cached("systems", system_id)
if system_doc:
tgid_int = int(payload["tgid"])
for tg in system_doc.get("config", {}).get("talkgroups", []):