The PDF report shows per-channel ZC Freq alongside PPV in the stats block, but neither modal exposed it. Now that the sidecar projection carries zc_freq_hz + zc_freq_above_range, plumb them through: - sfm_webapp.html: inline suffix on existing Peaks cells, e.g. "Tran 0.04500 in/s · >100 Hz". Empty suffix when no ZC is available (legacy events without a preserved .TXT). - event_browser.html: new ZC Freq column on the per-channel stats table. Required adding a parallel sidecar fetch in loadEvent() (waveform.json alone doesn't carry bw_report). Fetch failure is non-fatal — falls back to "—" in the new column. Above-range ZC peaks (BW ">100 Hz") render with a literal ">" prefix mirroring the PDF, so operators don't have to generate the PDF to see when a channel hit the zero-crossing ceiling. Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
seismo-relay v0.19.0
A ground-up replacement for Blastware — Instantel's aging Windows-only software for managing seismographs. Supports both the MiniMate Plus (Series III) and the Micromate (Series IV / "Thor") families: Series III via the live RS-232 / TCP wire protocol and Blastware ACH file ingest; Series IV currently via Thor TXT-paired IDF file ingest, with the binary codec on the roadmap.
Built in Python. Runs on Windows, Linux, or macOS. Connects to instruments over direct RS-232 or cellular modem (Sierra Wireless RV50 / RV55).
Status: Active development. Full read + write + erase + monitoring pipeline working end-to-end over TCP/cellular. ACH Auto Call Home server handles inbound unit connections, downloads events, and persists everything to a SQLite database. SFM REST API exposes device control and DB queries. As of v0.14.3 (2026-05-05): SUB 5A bulk waveform protocol is verified byte-perfect against Blastware captures across 2-sec, 3-sec, and 10-sec events. Generated
.G10/.AB0files open cleanly in Blastware with full Event Reports, frequency analysis, and waveform plots. v0.16.0 (2026-05-11) adds BW ASCII report ingestion to/db/import/blastware_file— paired with series3-watcher v1.5.0, every Blastware ACH event lands in SeismoDb with device-authoritative peaks, project metadata, sensor self-check, and ZC/Time-of-Peak data, without depending on the still-undecoded waveform body codec. v0.18.0 (2026-05-19) adds Thor / Micromate Series IV ingest at/db/import/idf_file— paired with thor-watcher v0.3.0, every.IDFH/.IDFWevent file (plus its.txtsidecar) lands in SeismoDb the same way BW events do. Seedocs/idf_protocol_reference.mdfor the IDF format reference and reverse-engineering plan. v0.19.0 (2026-05-20) separates Series III and Series IV at the code level: newmicromate/package alongsideminimateplus/, newevents.device_familyDB column ("series3" / "series4") so the UI and storage layer dispatch deterministically instead of sniffing filenames. Self-applying migration backfills existing rows from the binary filename extension. See CHANGELOG.md for full version history.
What's in here
seismo-relay/
├── seismo_lab.py ← Main GUI (Bridge + Analyzer + Download + Console tabs)
│
├── minimateplus/ ← Series III (MiniMate Plus) client library
│ ├── transport.py ← SerialTransport, TcpTransport, SocketTransport
│ ├── protocol.py ← DLE frame layer, SUB command dispatch
│ ├── client.py ← High-level client (connect, get_events, delete_all_events, push_config, get_call_home_config, …)
│ ├── framing.py ← Frame builders, DLE codec, S3FrameParser
│ ├── models.py ← DeviceInfo, Event, ComplianceConfig, MonitorLogEntry, CallHomeConfig, …
│ ├── bw_ascii_report.py ← Parse BW per-event ASCII reports (.TXT sidecars)
│ ├── event_file_io.py ← Read BW binaries, write .sfm.json sidecars
│ └── blastware_file.py ← Write events to Blastware-compatible .AB0 files
│
├── micromate/ ← Series IV (Micromate / Thor) client library (NEW v0.19)
│ ├── models.py ← IdfEvent, IdfReport, IdfPeaks, IdfProjectInfo, IdfSensorCheck (mic in native dB(L))
│ ├── idf_ascii_report.py ← Parse Thor .IDFW.txt / .IDFH.txt event sidecars
│ └── idf_file.py ← Stub for the .IDFW / .IDFH binary codec (reverse-engineering pending)
│
├── sfm/ ← SFM REST API server (FastAPI, port 8200)
│ ├── server.py ← Live device endpoints + DB query + ingest endpoints + caching
│ ├── database.py ← SeismoDb — SQLite persistence (events, monitor_log, ach_sessions)
│ ├── waveform_store.py ← On-disk store for BW + IDF event binaries + .sfm.json sidecars
│ └── sfm_webapp.html ← Embedded web UI with Call Home config tab
│
├── bridges/
│ ├── ach_server.py ← Inbound ACH call-home server (main production server)
│ ├── ach_mitm.py ← Transparent MITM proxy for capturing BW sessions
│ ├── s3-bridge/ ← RS-232 serial bridge (capture tool)
│ ├── tcp_serial_bridge.py ← Local TCP↔serial bridge (bench testing)
│ ├── gui_bridge.py ← Standalone bridge GUI with raw capture checkboxes
│ └── raw_capture.py ← Simple raw capture tool
│
├── parsers/
│ ├── s3_analyzer.py ← Session parser, differ, Claude export
│ ├── gui_analyzer.py ← Standalone analyzer GUI
│ └── frame_db.py ← SQLite frame database
│
└── docs/
├── instantel_protocol_reference.md ← Series III protocol spec (the Rosetta Stone)
└── idf_protocol_reference.md ← Series IV (Thor IDF) format reference + codec RE plan
Quick start
ACH inbound server (production)
Listens for inbound unit call-homes, downloads all new events and monitor log
entries, and writes everything to bridges/captures/seismo_relay.db.
python bridges/ach_server.py --port 12345 --output bridges/captures/
Point the unit's ACEmanager Remote Host to this machine's IP and Remote Port to 12345.
Options:
--port N Listen port (default 12345)
--output DIR Capture directory (default bridges/captures/)
--allow-ip IP Allowlist an IP (repeat for multiple; default: accept all)
--max-events N Safety cap for first run (default: unlimited)
--clear-after-download Erase device memory after successful download
--verbose Debug logging
SFM REST server
Exposes device control and DB queries as a REST API. Proxied by terra-view.
python sfm/server.py # default: 0.0.0.0:8200
python -m uvicorn sfm.server:app --host 0.0.0.0 --port 8200 --reload
Open http://localhost:8200 for the embedded web UI, or http://localhost:8200/docs
for the interactive API docs.
Seismo Lab GUI
python seismo_lab.py
SFM REST API
Live device endpoints
Each call dials the device, does its work, and closes the connection. TCP
connections are retried once on ProtocolError to handle cold-boot timing.
In-memory caching — frequently-polled endpoints avoid redundant TCP round-trips
via a thread-safe _LiveCache (plain Python dict + threading.Lock):
| Method | URL | Cache Strategy |
|---|---|---|
GET |
/device/info |
Indefinite; invalidated by POST /device/config |
GET |
/device/events |
Count-probe fast path (~2s); full download only when new events detected |
GET |
/device/event/{idx}/waveform |
Permanent per event index |
GET |
/device/monitor/status |
30-second TTL; invalidated by monitor start/stop |
GET |
/device/call_home |
Fresh read from device (not cached) |
POST |
/device/connect |
— |
POST |
/device/config |
Writes compliance config; invalidates info + events cache |
POST |
/device/config/project |
Patches project/client/operator/sensor_location strings |
POST |
/device/monitor/start |
Sends SUB 0x96; immediately evicts status cache |
POST |
/device/monitor/stop |
Sends SUB 0x97; immediately evicts status cache |
POST |
/device/call_home |
Reads, patches specified fields, writes back to device |
Cache bypass — All cached endpoints accept ?force=true to skip the cache and
force a fresh read from the device.
Cache stats — GET /cache/stats returns hit/miss counts and TTL info; DELETE /cache/device
clears the device cache immediately.
Transport query params (supply one set):
Serial: ?port=COM5&baud=38400
TCP: ?host=1.2.3.4&tcp_port=12345
DB read endpoints
Query the SQLite database written by ach_server.py. All read-only except
PATCH /db/events/{id}/false_trigger.
| Method | URL | Description |
|---|---|---|
GET |
/db/units |
All known serials with summary stats |
GET |
/db/events |
Triggered events (filter by serial, date range, false_trigger). Response rows include device_family ("series3" / "series4") so clients dispatch on unit type without sniffing filenames. |
GET |
/db/monitor_log |
Monitoring intervals |
GET |
/db/sessions |
ACH call-home session history |
PATCH |
/db/events/{id}/false_trigger?value=true |
Flag / unflag false triggers |
File ingest endpoints
Used by watcher daemons to push field-collected event files into the SFM DB
- waveform store. Both accept multipart uploads of binary event files
optionally paired with their ASCII sidecar reports; both dedup by
(serial, timestamp)and UPSERT device-authoritative fields on re-import.
| Method | URL | Description |
|---|---|---|
POST |
/db/import/blastware_file |
Series III: .AB0* / .N00 binaries + paired _ASCII.TXT. Source: series3-watcher. |
POST |
/db/import/idf_file |
Series IV: .IDFH / .IDFW binaries + paired .IDFW.txt / .IDFH.txt. Source: thor-watcher. |
minimateplus library
from minimateplus import MiniMateClient
from minimateplus.transport import TcpTransport
# Serial
client = MiniMateClient(port="COM5")
# TCP (cellular modem)
client = MiniMateClient(transport=TcpTransport("1.2.3.4", 12345), timeout=30.0)
with client:
# Read
info = client.connect() # DeviceInfo — serial, firmware, compliance config
count = client.count_events() # Number of stored events
keys = client.list_event_keys() # Fast browse walk — event keys only, no download
events = client.get_events() # Full download: headers + peaks + metadata
monitor = client.get_monitor_status() # Battery, memory, is_monitoring flag
log = client.get_monitor_log_entries() # Monitoring intervals (partial 0x2C records)
ach_cfg = client.get_call_home_config() # Auto Call Home settings (SUB 0x2C)
# Write
client.apply_config(
sample_rate=1024,
recording_mode="Continuous", # Single Shot / Continuous / Histogram / Histogram+Continuous
histogram_interval_sec=15, # 2, 5, 15, 60, 300, 900
trigger_level_geo=0.5,
geo_range="Normal", # Normal (10.000 in/s) / Sensitive (1.25 in/s)
project="Bridge Inspection 2026",
client_name="City of Portland",
operator="B. Harrison",
)
client.set_call_home_config(
auto_call_home_enabled=True,
after_event_recorded=True,
at_specified_times=True,
time1_hour=18, time1_min=30, # 6:30 PM
time2_hour=6, time2_min=0, # 6:00 AM
)
# Control
client.start_monitoring() # SUB 0x96
client.stop_monitoring() # SUB 0x97
client.delete_all_events() # Erase all (SUB 0xA3 → 0x1C → 0x06 → 0xA2)
get_events() runs the full per-event sequence:
1E → 0A → 1E(arm token=0xFE) → 0C → 1F(arm) → POLL×3 → 5A → 1F(browse).
SUB 5A bulk stream walks chunks bounded by the end_offset extracted from
the STRT record at byte 17 of the probe response — no over-reading, no
chunk-count cap. Project / client / operator / sensor location strings come
from the dedicated metadata pages at counter 0x1002 and 0x1004,
read once per session (they reflect the compliance setup at session start,
not per individual event).
micromate library
Series IV / Thor support, sibling to minimateplus. Currently scoped to
offline-file ingest from Thor's TXT exporter; live-device protocol is
deferred until the binary codec is cracked.
from micromate import IdfEvent, parse_idf_report
# Parse a .IDFW.txt / .IDFH.txt sidecar (1014 example files round-trip cleanly)
text = open("UM11719_20231219162723.IDFW.txt").read()
report_dict = parse_idf_report(text) # permissive dict
# Wrap into a typed event using the device-native binary filename
event = IdfEvent.from_report(report_dict, "UM11719_20231219162723.IDFW")
event.serial # "UM11719"
event.kind # "Waveform" or "Histogram"
event.peaks.transverse_ips # 0.0251 (in/s, native unit)
event.peaks.mic_pspl_dbl # 99.4 (dB(L), Thor's native mic unit — NOT psi)
event.project_info.project # "UPMC Presby-Loc 3-Level1-1R Elevator Rm"
event.sensor_check.tran # True (passed self-check)
event.firmware_version # "Micromate ISEE 11.0AK"
event.calibration_text # "November 22, 2023 by Instantel"
# Bridge to the existing minimateplus.Event shape for the DB / sidecar paths
# (waveform_key is a 16-byte sha256 prefix when ingesting from a binary file)
bridged_event = event.to_minimateplus_event(waveform_key=b"\x00" * 16)
The binary codec (.IDFW / .IDFH event files themselves) is on the
roadmap — see docs/idf_protocol_reference.md
for everything known so far, the two observed file signatures, and the
reverse-engineering plan. The micromate/idf_file.py stub is where
read_idf_file() will land.
Database
ach_server.py and the file-ingest endpoints write to
bridges/captures/seismo_relay.db (SQLite, WAL mode) via the SeismoDb
persistence layer. Three tables, all unit-keyed by serial number:
| Table | Key | Contents |
|---|---|---|
ach_sessions |
UUID | Per-call-home audit record: serial, timestamp, peer IP, events_downloaded, monitor_entries, duration_seconds |
events |
UUID, UNIQUE(serial, timestamp) | Triggered events: timestamp, Tran/Vert/Long/VectorSum/Mic PPV, project/client/operator/sensor_location strings, sample_rate, record_type, false_trigger flag, device_family ("series3" / "series4"), blastware_filename (binary at-rest in waveforms/), sidecar references |
monitor_log |
UUID, UNIQUE(serial, start_time) | Monitoring intervals: serial, waveform_key, start_time, stop_time, duration_seconds, geo_threshold_ips |
Deduplication is by (serial, timestamp) — the device clock is the
stable natural key. Repeat call-homes or re-runs UPSERT the row in place,
refreshing every device-authoritative field (peaks, project strings,
sample_rate, file references) so the latest writer wins. false_trigger
and device_family are preserved across UPSERTs. Earlier versions used
(serial, waveform_key) for dedup, but the device's event-key counter
resets to 0x01110000 after every erase, so timestamps are the correct
dedup field. Migration handles the transition transparently on first
startup.
device_family (added v0.19.0) discriminates Series III from Series
IV at the SQL level. Set by every import path; the UI dispatches on it
to render mic units correctly (Series III: psi → dBL conversion; Series
IV: native dBL passthrough). Existing rows are backfilled at first
startup of v0.19.0+ by sniffing the binary filename extension.
The on-disk waveform store lives at bridges/captures/waveforms/<serial>/
and holds the original event binaries (BW .AB0* / .N00 for Series III,
.IDFH / .IDFW for Series IV) plus their .sfm.json review/metadata
sidecars. Series III events also produce .a5.pkl source-frame pickles
and .h5 clean-waveform exports; Series IV doesn't yet (pending codec).
Connecting over cellular (RV50 / RV55)
Field units connect via Sierra Wireless RV50 or RV55 cellular modems.
Required ACEmanager settings
| Setting | Value | Why |
|---|---|---|
| Configure Serial Port | 38400,8N1 |
Must match MiniMate baud rate |
| Flow Control | None |
Hardware FC blocks TX if pins unconnected |
| Quiet Mode | Enable | Critical — disabled injects RING/CONNECT onto serial, corrupting the S3 handshake |
| Data Forwarding Timeout | 1 (= 0.1 s) |
Lower latency |
| TCP Connect Response Delay | 0 |
Non-zero silently drops the first POLL frame |
| TCP Idle Timeout | 2 (minutes) |
Prevents premature disconnect |
| DB9 Serial Echo | Disable |
Echo corrupts the data stream |
Protocol quick-reference
| Term | Value | Meaning |
|---|---|---|
| DLE | 0x10 |
Data Link Escape |
| STX | 0x02 |
Start of frame |
| ETX | 0x03 |
End of frame |
| ACK | 0x41 |
Frame-start marker sent before every BW frame |
| DLE stuffing | 10 10 on wire |
Literal 0x10 in payload |
Response SUB rule: response_SUB = 0xFF - request_SUB (no exceptions)
Full protocol documentation: docs/instantel_protocol_reference.md
Compliance Config Features
The REST API and web UI expose full control over device compliance settings:
- Recording Mode (Single Shot / Continuous / Histogram / Histogram+Continuous)
- Sample Rate (1024 / 2048 / 4096 sps)
- Record Time (float, seconds)
- Histogram Interval (2s, 5s, 15s, 1m, 5m, 15m) — when recording mode includes histogram
- Geo Trigger Levels (float, in/s per channel)
- Geo Maximum Range (Normal 10.000 in/s / Sensitive 1.250 in/s per channel)
- Project / Client / Operator / Sensor Location (ASCII strings)
Auto Call Home config:
- Auto Call Home Enable (bool)
- Dial String (read-only; 40-byte ASCII)
- Trigger on Event (bool)
- Scheduled Call-Ins (two time slots with HH:MM each)
- Retry Settings (count, delay, connection timeout, warm-up time)
Requirements
pip install pyserial fastapi uvicorn
Python 3.10+. Tkinter is included with the standard Python installer on Windows (check "tcl/tk and IDLE" during install).
Virtual COM ports (bridge capture)
Blastware → COM4 (virtual) ↔ s3_bridge.py ↔ COM5 (physical) → MiniMate Plus
Use com0com or VSPD to create the virtual COM pair on Windows.
Key Features
Series III (MiniMate Plus) device support:
- Full read/write/erase pipelines over RS-232 or TCP/cellular
- Compliance config (recording mode, sample rate, histogram interval, geo sensitivity, project strings)
- Auto Call Home config (read/write ACH settings, dial string, time slots, retries)
- Monitor control (start/stop, status polling, battery/memory)
- Monitor log entries (continuous monitoring intervals without full waveform download)
- Blastware file ingest at
/db/import/blastware_file(paired withseries3-watcher)
Series IV (Micromate / Thor) device support:
- Thor IDF file ingest at
/db/import/idf_file(paired withthor-watcher, v0.18.0+) - Native
IdfEvent/IdfReporttyped models — mic in dB(L), full title strings, sensor self-check, calibration, firmware version - Parser verified against 1,014 paired
.txtsidecars inthor-watcher/example-data/ - Binary
.IDFW/.IDFHcodec — pending (see Roadmap +docs/idf_protocol_reference.md) - Live-device protocol — pending codec
Data persistence:
- SQLite database (
seismo_relay.db) withevents,monitor_log,ach_sessionstables - Per-row
device_familycolumn ("series3" / "series4") for clean UI / unit-of-measurement dispatch (v0.19.0+) - Deduplication by
(serial, timestamp)— natural key handles post-erase counter resets - UPSERT on re-import refreshes every device-authoritative field (peaks, project, sample_rate); preserves operator review state (
false_trigger) - Post-erase key-reuse detection (tracks high-water mark in
ach_state.json)
REST API:
- Live device endpoints with in-memory caching (
_LiveCache) - Cache statistics (
/cache/stats) and manual invalidation (/cache/device) - DB query endpoints (units, events, monitor_log, sessions, false_trigger PATCH)
- Call Home config read/write endpoints
- Blastware file download endpoint (
/device/event/{index}/blastware_file) - Import endpoints for both device families (
/db/import/blastware_file,/db/import/idf_file)
File output (v0.7+, byte-perfect as of v0.14.3):
- Blastware-compatible
.AB0/.G10file generation (waveform + metadata) - Multi-channel waveform decode from SUB 5A bulk stream
- Second-resolution timestamp encoding in Blastware filename
- Byte-perfect against BW reference captures (verified across 2-sec / 3-sec / 10-sec event durations, both event 0 and event N continuation events)
- STRT-bounded chunk walk + correct event-N probe counter + partial DLE stuffing of
0x10in 5A params (the four fixes that landed in v0.14.0–v0.14.3)
Capture tools:
- Serial-to-TCP bridge with raw BW/S3 capture (s3_bridge.py, defaults to auto-capture)
- GUI bridge with raw capture checkboxes (gui_bridge.py)
- ACH inbound server with bidirectional capture (ach_server.py saves raw_tx + raw_rx)
- Transparent TCP MITM proxy for live BW session capture (ach_mitm.py)
Analysis tools:
- s3_analyzer.py — session parser, frame differ, Claude export
- gui_analyzer.py — standalone analyzer GUI
- frame_db.py — SQLite frame database for capture analysis
seismo_lab.py GUI:
- Bridge tab — Serial/TCP mode selector with raw capture options
- Analyzer tab — BW/S3 capture playback and differencing
- Download tab — Live wire-byte capture during event download
- Console tab — Logging and diagnostics
Roadmap (Future)
Strategic direction — where this is going
seismo-relay is being built as a suite of cooperating components that together replace and improve on Blastware's role. Three logical tiers:
- SFM (device-side) — owns the active connection to a physical
unit. Today:
minimateplus/,/device/*HTTP endpoints,seismo_lab.py. Future: live Thor / Micromate support. - SDM (data-side) — owns the database, waveform store, ingest
pipelines, and the read-API that Terra-View consumes. Today this
code lives under
sfm/for historical reasons; the role has migrated and the eventual rename is on the long-tail cleanup list. - Codec library — pure data-interpretation:
minimateplus/*_codec.py,bw_ascii_report.py,micromate/idf_*.py. Used by both SFM and SDM, depends on neither.
Terra-View is downstream of SDM for fleet listings, event detail, etc. The long-term vision adds a second link from Terra-View → SFM for direct device interaction (see below).
The codec work in this repo isn't trying to replace BW's network layer — BW's ACH file forwarding and Thor's IDF call-home are battle-tested. The value is in the receiving and processing side: turn the stream of binary+ASCII pairs into something users can search, filter, alert on, and report from.
Terra-View ↔ SFM device control (the long-term vision)
Today Terra-View only reads from SDM (event listings, dashboards, project reports). When a unit goes missing — operator notices in the Terra-View dashboard — there's no way to do anything from the UI. The path of least resistance is to RDP into a Windows box and open Blastware, which defeats the purpose of having Terra-View.
Target experience:
- Operator notices a unit in Terra-View dashboard hasn't called in.
- Clicks unit detail → "Connect to Device" button.
- Terra-View opens an embedded view (modal or side-panel) that talks
to SFM's
/device/*endpoints over the network. - Live view: device clock, battery, memory, current monitor status.
- Actions: start/stop monitoring, push compliance config changes, pull fresh events, run a sensor self-check, change call-home settings.
- Audit log: every connect / action recorded in SDM for the unit history.
Implementation steps (concrete):
- SFM authentication & authorization layer. Today
/device/*endpoints are unauthenticated — anyone on the network can call them. Need at minimum a token-based auth, ideally with a "who can connect to which units" mapping. Hard prerequisite for letting Terra-View users into the control surface. - Terra-View "Connect to Device" entry point on the unit detail page. Renders only when unit has connection info on file and the user has permission.
- Embedded live-monitor view in Terra-View — equivalent to
seismo_lab.py's Bridge tab, but in the browser. Polls SFM's/device/monitor/statuson an interval; sends start/stop via/device/monitor/{start,stop}. - Action history — every connect / push / action call records
a row in
unit_history, viewable on the unit detail page. - Series IV live-device support in SFM — currently
/device/*only supports MiniMate Plus. Blocks "Connect to Device" for Thor units until done. Depends on Thor wire-protocol capture and amicromate/parallel of theminimateplus/modules.
High-impact (unblocks product features)
- Series III waveform body codec reverse-engineering. The 5A bulk-stream body is some kind of compressed/encoded format (not raw int16 LE as previously assumed — see §7.6.1 retraction in
docs/instantel_protocol_reference.md). Structural framing is ~50% decoded on branchclaude/codec-re-cBGNe(tagged-block walker, segment counters); per-byte sample mapping is still open. Until this lands, the in-app waveform viewer renders garbage and BW-import peak values fall back to_peaks_from_samples()saturation noise. Workaround: pair every BW-imported event with its_ASCII.TXTso the device-authoritative peaks land in the DB regardless of codec. - Series IV (Thor IDF) binary codec reverse-engineering.
.IDFH/.IDFWfiles are currently stored opaquely byWaveformStore.save_imported_idf, with all metadata sourced from the paired.txtsidecar. This works because thor-watcher forwards both files together, but operators who haven't enabled Thor's TXT exporter get rows with NULL peaks. Cracking the binary closes that gap and unlocks waveform display. Starting-point reference atdocs/idf_protocol_reference.md— two observed file signatures (1,012 newer-firmware files + 2 old files whose layout matches the Series III STRT-record format), suggested first-session plan (~2-4 hrs), 1,014 paired binary+txt files available as ground truth inthor-watcher/example-data/. Code seam ready atmicromate/idf_file.py. - In-app waveform viewer accuracy. Depends on Series III codec decode. Plot.v1 JSON pipeline + viewer skeleton already exist; will start showing real waveforms automatically once
_decode_a5_waveformproduces correct samples. Series IV waveforms come online when the IDF codec lands. - Series IV live-device support. Once the IDF binary is decoded, extend
micromate/withtransport.py/framing.py/protocol.py/client.pymirroring theminimateplus/package layout — depends on capturing Thor's wire protocol (TCP / RS-232 captures TBD). - Terra-view integration — seismo-relay router, unit detail page, VISON-style event listing.
- Vibration summary reports — highest legit PPV per project → Word doc (false-trigger filtering first).
BW ASCII report parser enhancements (built in v0.16.0)
- PPV field misses on certain TXT formats. Discovered 2026-05-22 during the histogram-codec backfill validation: a handful of events (5 in prod) have a
bw_reportblock wherepeaks.{tran,vert,long}.ppv_ipsandpeaks.vector_sum.ipsare allNone, despite the parser correctly extracting every OTHER field for the same channels (zc_freq_hz, time_of_peak_s, peak_accel_g, peak_disp_in). Symptom on the DB side:peak_vector_sum=0after a--forcebackfill that overlays from the parsed bw_report dict. Affected events on prod includeT190LD5Q.LK0W,T438L713.RY0W,K557L3YM.OE0W. Root cause likely a regex or format mismatch for the "PPV" header line in those specific firmware/event-type outputs. Once fixed, re-forwarding the events from series3-watcher will re-populate thebw_reportblocks correctly. - Histogram-specific structural fields. Current parser handles the shared fields (PPV, ZC Freq, sensor self-check, project) but silently drops histogram-only fields:
Histogram Start/Stop Time,Histogram Start/Stop Date,Number of Intervals,Interval Size, per-channelPeak Time+Peak Date(absolute timestamps rather than the waveform'sTime of Peakrelative seconds). - Histogram interval bin-table parsing. Trailing 792-row table (per-interval Peak/Freq per channel + MicL) in histogram TXTs is unparsed. Probably too big for the sidecar JSON; may want a separate
.histogram.h5companion file. >100 Hzvalue parsing. Histogram TXTs use>100 Hzfor out-of-range ZC freq; current_parse_number()returnsNonefor these (loses information).
Ingestion gaps
- MLG forwarding.
series3-watcherforwards event binaries + their_ASCII.TXTreports, but skips.MLGper-unit monitor log files entirely. Adding anPOST /db/import/mlg_fileendpoint + watcher scan path would populatemonitor_logfor non-ACH-routed units (coverage queries, "was this unit monitoring on date X" lookups). - 0C-record raw bytes persistence in the sidecar. Currently on branch
claude/codec-re-cBGNeas commita187124; cherry-pick if useful as a standalone fix. Preserves the 210-byte 0C record underextensions.raw_records.waveform_record_b64so future field-offset analysis (Peak Acceleration / Time of Peak / etc. — the fields BW computes client-side from samples) can run offline.
Operational
series3-watcherfile archive manager — 90-day-old events moved to<watch_folder>_archive/<year>/<month>/subfolders. Plan drafted inclaude/codec-re-cBGNe's plan-mode session; awaiting a 5-minute test on whether Blastware UI walks subfolders before any code lands (determines layout: in-place subfolders vs sibling archive).- Compliance config encoder — build raw write payloads from a
ComplianceConfigobject. - Modem manager — push RV50/RV55 configs via Sierra Wireless API.
- Call Home dial_string write support (requires DLE escaping for embedded control characters).
- Histogram mode recording support (5A stream analysis for mode 0x03 — separate from histogram ASCII parsing above).
Test coverage
- Verify 30-sec event download — body may exceed
0xFFFFand force the device into a differentend_keyencoding (none of the 2/3/10-sec test cases hit this boundary). - Histogram mode (0x03) write via SFM — confirmed working for Single Shot / Continuous / Histogram+Continuous; Histogram (0x03) needs a live test from a non-Histogram starting state.
Lower-priority cleanups
- Compliance write anchor-9 cleanup — when changing recording_mode via SFM, a spurious
0x10may persist after Histogram→other mode transitions. Doesn't affect device operation but differs from BW's byte-perfect output. - Locate "Sensor Check" byte in compliance config (need capture with Disabled vs Before-monitoring).
- Call Home — map time slots 3/4 offsets; confirm
modem_power_relay_enabled. - RV55 DCD/DTR — newer RV55 firmware doesn't assert DCD by default; units don't resume monitoring after call-home disconnect (
--restart-monitoringflag deferred). - NULL-timestamp duplicate-row dedup. A small handful of events (2 known on prod as of 2026-05-22) have
events.timestamp IS NULLbecause the codec couldn't extract a timestamp from the binary footer. TheUNIQUE(serial, timestamp)constraint doesn't fire onNULL(SQL semantics:NULL ≠ NULL), so every--forcebackfill INSERTs a new row instead of UPSERTing the existing one. Cleanup: a one-shot SQL query that keeps only the newest row per(serial, blastware_filename)and deletes the rest. Longer-term: extend the unique key to(serial, COALESCE(timestamp, blastware_filename))or reject inserts with NULL timestamp. - Histogram body sub-format with
byte[5] != 0. ~3 events on prod (T190LD5Q.LD0H,O121L4L1.GU0H) use a histogram body my walker doesn't recognize — the first block hasbyte[5] = 0x01or0x07instead of0x00, and the entire body lacks the1e 0a 00 00tail signature. Codec returns 0 valid blocks; their DB PVS comes from the bw_report ASCII overlay (which BW computed from the same binary, so the DB columns are correct). Only the.h5waveform plot is empty. Cracking the sub-format would unlock the plot. Needs binary+ASCII pairs from a fewbyte[5]!=0events; same RE approach as the K558 case. - Histogram body sub-format with
byte[5] == 0x00but undecodable. Observed 2026-05-28 on BE17353 (S353) events:S353L4H2.FZ0H,S353L4H2.P00H,S353L4H3.7O0H,S353L4H3.E10H. Body starts00 00 00 01 0a 00 XX 00 ...which LOOKS like a valid histogram block header (marker 0x000a at byte[4:6] ✓, byte[5]=0x00 normal-format ✓), but the walker finds zero data blocks across the whole body. Likely an extra header before the block stream OR a different tail signature than1e 0a 00 00. Smaller body lengths (1900-2100 bytes) suggest these may be short-recording histogram variants. Same operational impact as the byte[5]!=0 case: event ingests cleanly, DB peaks correct via bw_report overlay, only the chart is empty. Worth dumping a hex view of one body to diagnose. - Sensor-check waveform extraction from the BW binary. BW's Event Report PDFs include a narrow panel on the right side of the waveform plot showing each channel's response to the sensor self-check signal (a damped sinusoid for geo, sawtooth-at-test-freq for mic). Our parser captures the test RESULTS (
test_freq_hz,test_ratio,test_amplitude_mv,test_resultspass/fail) and the PDF + modal display them as text — but BW's per-sample sensor-check waveform isn't accessible to us today. Two paths to add it: (a) RE the binary to find where the sensor-check samples are stored — could be a section before STRT, after the footer, or in a separate sub-record; protocol reference doesn't currently mention it. (b) If samples aren't in the binary, synthesize a representative waveform from the test parameters (damped sinusoid attest_freq_hzwith damping fromtest_ratio). Path (a) is the honest answer; path (b) is decorative. Until either lands, the text-only sensor-check display in the report is fine.