From c310d81b063170953126e8521ca2dba3552ca2c9 Mon Sep 17 00:00:00 2001 From: Michael Johnson Date: Tue, 1 Sep 2026 18:07:07 +0100 Subject: [PATCH] map-build: a mapping bag in, a reviewable map candidate out MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Stage 2 of the mapping pipeline as one command. `pixi run map-build --bag ` solves the bag in lockstep under the committed build params, assembles the grid and posegraph into the layout `save-map` writes, declutters, segments rooms, validates, scores against a baseline revision and packs the registry's bundle, with a build report beside it. No robot, no live SLAM session. On the 2026-08-02 flat bag it reproduces the hand-built map's loop drift — 0.0992 m against 0.098 — in 21 s of solve for a 21-minute bag, unattended. `docs/tuning/2026-09-01-map-build.md` and the banked artifacts beside it. Four things are load-bearing. The declutter step is `sites.promote_cleaned` itself rather than a copy, so a built map and a saved one are the same pass over the same pixels (which is why those two helpers stopped being private). A solve that serialized no posegraph fails the build: a revision without one navigates and cannot be extended, and the frame — with every zone taught in it — is gone. `bundle.validate` errors stop the build; a metric regression rides on the candidate as review evidence. And both sides of that diff are read back from a revision's own served `map.png` at the thresholds its own `map.yaml` declares — the replay leg's metrics describe the *raw* solve, so scoring the candidate from the leg and the baseline from disk compared two different artifacts and reported the candidate's speckle as five times the baseline's when the served maps agree to a thousandth. `unknown_frac` left the diff table for the same class of reason (a 4-px-wider canvas read 2.2% worse on it while covering 0.4 m² more floor); `angular_support_deg` was already out, being confounded by coverage. Two smaller decisions. The map pair declares `free_thresh` 0.100, not `map_saver`'s 0.196 — which is the unknown shade's own value to five decimals, so it decides "unknown" against "free space the planner may drive through" on a rounding. And the replay harness now records the grid's origin yaw: it has always been zero, but a build assembling a `map.yaml` must not assume it, since a dropped origin yaw moves every zone on the floor and leaves the map looking perfectly good. Three of the design's steps are deliberately absent, each reported on the candidate rather than left silent. Alignment needs an estimator that can say which of two solves is squarer; the one in the tree called four of the seven banked 2026-08-02 solves square when they were 3.5-5.6 deg off, and a re-solve is not a rigid rotation, so the step is undecidable rather than merely ungated (task 615). Birth-alignment stays an operator's `--frame X Y YAW`, recorded in the revision's meta. Vocabulary carry-forward is task 345. Upload needs a build identity (task 344), so the bundle is emitted locally. --- .gitignore | 2 + CLAUDE.md | 61 ++- docs/design/mapping-pipeline.md | 15 +- docs/tuning/2026-09-01-map-build.md | 124 +++++ .../2026-09-01-map-build/build-report.md | 96 ++++ docs/tuning/2026-09-01-map-build/build.json | 428 +++++++++++++++ .../2026-09-01-map-build/diagnostics.png | Bin 0 -> 393859 bytes docs/tuning/2026-09-01-map-build/map.png | Bin 0 -> 3851 bytes docs/tuning/2026-09-01-map-build/map_raw.png | Bin 0 -> 4085 bytes .../2026-09-01-map-build/promoted-map.png | Bin 0 -> 3657 bytes docs/tuning/2026-09-01-map-build/rooms.png | Bin 0 -> 235399 bytes .../config/slam_toolbox_build_params.yaml | 4 +- mote_bringup/mote_bringup/bundle.py | 4 +- .../mote_bringup/map_cleanup/README.md | 2 +- .../mote_bringup/map_cleanup/rooms_cli.py | 24 +- mote_bringup/mote_bringup/sites.py | 13 +- mote_bringup/test/test_sites.py | 4 +- mote_simulation/tools/bag_replay/README.md | 8 +- mote_simulation/tools/bag_replay/replayer.py | 11 + mote_simulation/tools/map_build/README.md | 141 +++++ .../tools/map_build/build_report.py | 249 +++++++++ mote_simulation/tools/map_build/map_build.py | 517 ++++++++++++++++++ mote_simulation/tools/map_build/revision.py | 185 +++++++ .../tools/map_build/test_map_build.py | 268 +++++++++ pixi.toml | 6 + 25 files changed, 2139 insertions(+), 23 deletions(-) create mode 100644 docs/tuning/2026-09-01-map-build.md create mode 100644 docs/tuning/2026-09-01-map-build/build-report.md create mode 100644 docs/tuning/2026-09-01-map-build/build.json create mode 100644 docs/tuning/2026-09-01-map-build/diagnostics.png create mode 100644 docs/tuning/2026-09-01-map-build/map.png create mode 100644 docs/tuning/2026-09-01-map-build/map_raw.png create mode 100644 docs/tuning/2026-09-01-map-build/promoted-map.png create mode 100644 docs/tuning/2026-09-01-map-build/rooms.png create mode 100644 mote_simulation/tools/map_build/README.md create mode 100644 mote_simulation/tools/map_build/build_report.py create mode 100755 mote_simulation/tools/map_build/map_build.py create mode 100644 mote_simulation/tools/map_build/revision.py create mode 100755 mote_simulation/tools/map_build/test_map_build.py diff --git a/.gitignore b/.gitignore index ac6c9d4..9179724 100644 --- a/.gitignore +++ b/.gitignore @@ -22,6 +22,8 @@ benchmark_results/ bag_replay_results/ # Parameter-sweep outputs (timestamped rankings/reports/merged params) sweep_results/ +# Map-build outputs (a candidate revision, its bundle and its build report) +map_build_results/ # Rendered cloud-init (`pixi run provision`): carries a Tailscale auth key and a # wifi passphrase, so it must never be committed even by accident. diff --git a/CLAUDE.md b/CLAUDE.md index 4048191..beb9c83 100644 --- a/CLAUDE.md +++ b/CLAUDE.md @@ -18,6 +18,7 @@ pixi run save-map # Save map + slam posegraph into the active site floor pixi run publish-map # Offer that map to the fleet registry as a candidate (M4) pixi run save-zone # Teach a zone: capture current robot pose (+ optional --radius) into the site pixi run segment-map # Propose a zone per room of a saved map (--write merges into zones.yaml) +pixi run map-build # Mapping bag -> reviewable map candidate (pipeline stage 2) pixi run site # Site CLI: create / add-floor / use / use-map / list / info pixi run teleop # Keyboard teleoperation pixi run explore # Autonomous mapping coverage (run beside `pixi run mapping`, on the Pi) @@ -540,9 +541,67 @@ describes the seven-field vocabulary; a successor revision there is outstanding. Milestone Ms of `docs/design/fleet.md`: how the two **non-robot** machines are built and updated, runbook in `docs/fleet/server-pipelines.md`, measurements in `docs/fleet/ms-verification.md`. Both are container deploys **driven by their operator, not by the fleet server** — a robot is fleet-managed, a server is infrastructure — and the pipelines differ in exactly one thing, state. **The fleet server** (`mote_fleet/deploy/`: `Dockerfile` + `docker-compose.yml` + `fleet-deploy.sh`, image `ghcr.io/clachdev/mote-fleet` built by `.github/workflows/fleet-image.yml`) is two containers — mosquitto mounting **`server/mosquitto.conf`, the same file `fleet-broker` uses**, so deployed and workstation brokers cannot drift, with the **image tag pinned once** in the compose file and read back by `broker.sh` so they cannot drift on the binary either (a *minor* series, `2.1-alpine`, not the floating `:2`: 2.0 links libwebsockets and 2.1 implements websockets natively, so `:2` moving again could take the dashboard's read path with it, and the broker healthcheck probes 9001 as well as 1883 because mosquitto stays up and healthy-looking when only the websockets listener fails to open), and a python image carrying the API, the registry and the M3 dashboard — plus two named volumes holding the only state that matters: `/var/lib/mote-fleet` (registry.db + the `sites/` bundles the dashboard's basemaps come from) and the broker's retained messages. `.env` is the declared state; `BROKER_HOST` is the one value that must be right (handed to robots verbatim at enrollment, so the compose file refuses to start without it) and `BROKER_WS_PORT` is published *and* passed as `--broker-ws-port`, because it is the port the browser is told to reach the broker on. It holds state, so its update is a **gated recreate**, not blue/green: `fleet-deploy.sh update` tags the running image `:previous` before pulling, recreates, health-gates on `/healthz` over the *published* port, and puts the old image back automatically if that fails; `backup`/`restore` snapshot both volumes (registry via sqlite3's online backup API, not `cp`). **The inference server** (`mote_perception/deploy/inference-deploy.sh`, one file curled onto the host) is stateless, so it *is* blue/green: the candidate runs on shadow ports 5611/5612 while the current one keeps serving, and must pass `mote_perception/tools/probe.py` — health **and a real synthetic frame**, because a health sentinel is answered before the model has ever loaded and cannot see a broken weight download or a CUDA mismatch. The **flip is a stop-then-start**, deliberately: pushing a new port out to robots (as the design sketch had it) means editing `perception.yaml` on every robot, a worse outage than the seconds this costs, which the robot's warn-and-skip fallback makes a non-event. Every check runs *inside the image being deployed*, so the GPU box still installs nothing. `mote_perception/deploy/test/drill.sh` (`pixi run deploy-test`) exercises that whole pipeline with stub images on any machine with docker — no GPU — and `mote_fleet/test/test_fleet_outage.py` is the other half of the milestone's acceptance: kill the broker under a live agent and the robot still finishes its task, then the agent reconnects by itself. +## The mapping pipeline: a map is a build artifact + +`docs/design/mapping-pipeline.md`. **Capture produces a bag. A build produces a +map. A human review promotes it.** The robot's live map is scaffolding for +navigation during capture and is never the deliverable — the 2026-08-02 flat +session produced this project's best map and needed roughly a dozen manual +judgment calls to do it, none of them on the paved road. **`pixi run map-build` +is stage 2 of that pipeline as one command** (`mote_simulation/tools/map_build/`, +runbook in its README, acceptance in `docs/tuning/2026-09-01-map-build.md`): +solve → assemble → declutter → segment → validate + score → package, from a +recorded mapping bag to a validated candidate revision, a packed bundle and a +build report, with no robot and no live SLAM session. It lives beside +`bag_replay` in `mote_simulation` for that harness's reason — workstation-only, +excluded from the robot sync — and calls into it rather than re-implementing +any of the DDS isolation, stack launch, acceptance-chain feed or teardown. +On the 2026-08-02 bag it reproduces the hand-built map's loop drift (0.0992 m +against 0.098) in **21 s of solve for a 21-minute bag**, which is the economy +the whole design rests on. + +Four things are load-bearing. **The declutter step is `sites.promote_cleaned` +itself, not a copy**, so a built map and a saved one are comparable; that is +also why those two helpers in `sites.py` stopped being private. **A solve that +serialized no posegraph fails the build** rather than warning: a revision +without one navigates and cannot be extended, and the frame — with every zone +taught in it — is gone. **Hard gates stop the build, soft ones ride on the +candidate**: `bundle.validate` errors mean nothing is emitted, while a metric +regression against `--baseline` is printed for the reviewer. And **both sides of +that diff are read back from a revision's own served `map.png`** at the +thresholds its own `map.yaml` declares — the replay leg's metrics describe the +*raw* solve, so scoring the candidate from the leg and the baseline from disk +compares two different artifacts and reported the candidate's speckle as five +times the baseline's when the served maps agree to a thousandth. For the same +reason `unknown_frac` is not a diffed row (it is a fraction of the grid, so a +4-px-wider canvas reads worse while covering more floor) and neither is +`angular_support_deg` (confounded by coverage). Two smaller ones: the map pair +is written with `free_thresh` 0.100 rather than `map_saver`'s 0.196, which is +the unknown shade's own value to five decimals and decides "unknown" against +"free space the planner may drive through" on a rounding; and the replay +harness now records the grid's **origin yaw**, because a build assembling a +`map.yaml` must not assume it — a dropped origin yaw moves every zone on the +floor and leaves the map looking perfectly good. + +**Three of the design's steps are deliberately not in it, and each is reported +on the candidate rather than left silent.** *Alignment* (measure the wall +rotation, re-solve with it injected, keep the better map) needs an estimator +that can say which map is better, and the one in the tree called four of the +seven banked 2026-08-02 solves square when they were 3.5–5.6° off; a re-solve +is not a rigid rotation either, so the step is **undecidable** rather than +merely ungated (task 615, `docs/tuning/2026-09-01-alignment-residual.md`). +Birth-alignment is therefore an operator's `--frame X Y YAW`, recorded in the +revision's meta. *Vocabulary carry-forward* is task 345: the build emits the +segmenter's `room_NN` placeholders and reports what the baseline floor's places +were called. *Upload* needs a build identity (task 344), since the registry +accepts candidate uploads only from enrolled robots — so the bundle is emitted +locally and the report says what will send it. Every revision's `meta.yaml` +names the exact inputs (bag sha256 over bytes *and* file names, params sha256, +frame, feed, harness commit), so any candidate is reproducible. + ## Sites (maps & zones) -Everything that is only meaningful relative to one mapped place — the Nav2 map pair, the slam_toolbox posegraph, and named zones — lives together as a **site bundle** under `~/.mote/sites//floors//`, managed by `mote_bringup/sites.py` (CLI: `pixi run site`, docs in the module docstring). A floor is one SLAM session (one map frame); a site groups floors sharing a location. `~/.mote/active.yaml` selects the active site/floor per robot; launch files resolve the map (`nav2_launch.py`, `robot_launch.py`) and zones (`tasks_launch.py`) from it at launch time (zones fall back to the committed default). `MOTE_HOME` overrides `~/.mote` for tests/experiments. What a revision must *contain* — and how it validates, packs and travels — is `mote_bringup/bundle.py` (ROS-free, shared with the fleet server; see the map registry section above). Map artifacts are immutable **revisions** under `floors//maps//`, published by atomically flipping the `floors//map` symlink once the revision is complete — a half-written save or interrupted transfer is never visible, and `site use-map ` rolls back. `save-map` stores the posegraph alongside the map so mapping can be *continued* in the same frame later (extend, don't remap — remapping breaks zone coordinates). Mapping runs also record the `mapping` rosbag stream by default (`mapping_launch.py record:=true`; the sim passes false), and `save-map` stamps the session's bag into the revision's `meta.yaml` for provenance (`site info` shows it). Zones are taught by driving there and running `pixi run save-zone [--note TEXT]`, not by editing YAML; a zone is a named pose (a fetch waypoint or a `goto ` target) that may optionally carry an area **footprint** — a taught `--radius` circle, or a `polygon` outline that follows the actual room walls — so it reads as a room and answers "am I in it"; `site info` shows the zone/footprint counts and how many names this robot has *not* been taught. A floor's zones are **two files, not one** (zone/v0): `vocabulary.yaml` holds what the places are called and `binding.yaml` holds where this robot believes they are — taught together, stored apart, because only the names are portable off this robot. A legacy combined `zones.yaml` is still read and is migrated the first time anything writes. See "Fleet: the zone vocabulary/binding split" and "Fleet: zones are place-names". Maps are saved as PNG (map_server reads it natively; browsers can render it directly). `save-map` automatically runs an FFT structure-extraction **cleaning pass** (`mote_bringup/map_cleanup`, `sites._promote_cleaned`): it keeps the untouched map_saver output as `map_raw.png` and promotes the decluttered image to the served `map.png` (plus a `diagnostics.png`), so navigation always consumes the cleaned map while the raw is retained for provenance/audit. The `map.yaml` frame is identical for both, so zones/localization are unaffected; a cleaning failure falls back to serving the raw. The posegraph belongs to the raw map — mapping continuation extends from raw, never the cleaned image. **Zones no longer have to be taught one at a time**: `pixi run segment-map` (`map_cleanup/room_segmentation.py`, the ROSE² second stage the declutter pass left open) carves a saved map's free space into rooms and proposes one polygon zone per room, `--write` merging them into the floor's zones for the operator to rename — additive over hand-taught zones (a candidate covering an already-footprinted zone is dropped as named, so re-running is a byte-identical no-op) and written at floor level, never into the immutable map revision. A proposed room is anchored `derived`, not `taught`: it was read off a map by an algorithm, which is what tells an operator later that a re-map invalidates it. The method is one physical assumption — a doorway is narrow — applied to a grid the wall lines cut into faces: faces merge wherever their shared boundary has a clear span wider than a door, so it is indifferent to room size where a distance-transform threshold is not. Two consequences: a **corridor network is not proposed at all** (a footprint is a single outline, so a region encircling a block of rooms would claim them; those are dropped, taking with them any room wrongly absorbed into the corridor), and the geometry is **Manhattan after rotation** — an arbitrarily rotated map frame is fine, a building with wings at 30° to each other is not. Scored against ground-truth room rectangles on the sim ladder by `pixi run segment-eval` (30/33 mapped hospital rooms, 10/10 office, 1/1 mote, **zero merges**, unchanged with the map turned 17° or -31°); results in `docs/tuning/2026-07-27-room-segmentation.md`. +Everything that is only meaningful relative to one mapped place — the Nav2 map pair, the slam_toolbox posegraph, and named zones — lives together as a **site bundle** under `~/.mote/sites//floors//`, managed by `mote_bringup/sites.py` (CLI: `pixi run site`, docs in the module docstring). A floor is one SLAM session (one map frame); a site groups floors sharing a location. `~/.mote/active.yaml` selects the active site/floor per robot; launch files resolve the map (`nav2_launch.py`, `robot_launch.py`) and zones (`tasks_launch.py`) from it at launch time (zones fall back to the committed default). `MOTE_HOME` overrides `~/.mote` for tests/experiments. What a revision must *contain* — and how it validates, packs and travels — is `mote_bringup/bundle.py` (ROS-free, shared with the fleet server; see the map registry section above). Map artifacts are immutable **revisions** under `floors//maps//`, published by atomically flipping the `floors//map` symlink once the revision is complete — a half-written save or interrupted transfer is never visible, and `site use-map ` rolls back. `save-map` stores the posegraph alongside the map so mapping can be *continued* in the same frame later (extend, don't remap — remapping breaks zone coordinates). Mapping runs also record the `mapping` rosbag stream by default (`mapping_launch.py record:=true`; the sim passes false), and `save-map` stamps the session's bag into the revision's `meta.yaml` for provenance (`site info` shows it). Zones are taught by driving there and running `pixi run save-zone [--note TEXT]`, not by editing YAML; a zone is a named pose (a fetch waypoint or a `goto ` target) that may optionally carry an area **footprint** — a taught `--radius` circle, or a `polygon` outline that follows the actual room walls — so it reads as a room and answers "am I in it"; `site info` shows the zone/footprint counts and how many names this robot has *not* been taught. A floor's zones are **two files, not one** (zone/v0): `vocabulary.yaml` holds what the places are called and `binding.yaml` holds where this robot believes they are — taught together, stored apart, because only the names are portable off this robot. A legacy combined `zones.yaml` is still read and is migrated the first time anything writes. See "Fleet: the zone vocabulary/binding split" and "Fleet: zones are place-names". Maps are saved as PNG (map_server reads it natively; browsers can render it directly). `save-map` automatically runs an FFT structure-extraction **cleaning pass** (`mote_bringup/map_cleanup`, `sites.promote_cleaned`): it keeps the untouched map_saver output as `map_raw.png` and promotes the decluttered image to the served `map.png` (plus a `diagnostics.png`), so navigation always consumes the cleaned map while the raw is retained for provenance/audit. The `map.yaml` frame is identical for both, so zones/localization are unaffected; a cleaning failure falls back to serving the raw. The posegraph belongs to the raw map — mapping continuation extends from raw, never the cleaned image. **Zones no longer have to be taught one at a time**: `pixi run segment-map` (`map_cleanup/room_segmentation.py`, the ROSE² second stage the declutter pass left open) carves a saved map's free space into rooms and proposes one polygon zone per room, `--write` merging them into the floor's zones for the operator to rename — additive over hand-taught zones (a candidate covering an already-footprinted zone is dropped as named, so re-running is a byte-identical no-op) and written at floor level, never into the immutable map revision. A proposed room is anchored `derived`, not `taught`: it was read off a map by an algorithm, which is what tells an operator later that a re-map invalidates it. The method is one physical assumption — a doorway is narrow — applied to a grid the wall lines cut into faces: faces merge wherever their shared boundary has a clear span wider than a door, so it is indifferent to room size where a distance-transform threshold is not. Two consequences: a **corridor network is not proposed at all** (a footprint is a single outline, so a region encircling a block of rooms would claim them; those are dropped, taking with them any room wrongly absorbed into the corridor), and the geometry is **Manhattan after rotation** — an arbitrarily rotated map frame is fine, a building with wings at 30° to each other is not. Scored against ground-truth room rectangles on the sim ladder by `pixi run segment-eval` (30/33 mapped hospital rooms, 10/10 office, 1/1 mote, **zero merges**, unchanged with the map turned 17° or -31°); results in `docs/tuning/2026-07-27-room-segmentation.md`. ## Drive path (who gets the wheels) diff --git a/docs/design/mapping-pipeline.md b/docs/design/mapping-pipeline.md index ab5e9c7..4838f8a 100644 --- a/docs/design/mapping-pipeline.md +++ b/docs/design/mapping-pipeline.md @@ -274,10 +274,17 @@ Sized so each is one dispatchable task; existing tasks noted. `slam_toolbox_build_params.yaml` beside the live file, one divergent key, held to it by `test_slam_build_params.py`. It also records what was measured and rejected, so the same sweep is not run twice. -4. **`map-build` orchestrator** — the stage-2 chain as one command on the - fleet box, emitting a validated candidate + build report. Depends on the - lockstep harness landing (task 295 / PR 91), prominence picking (337), and - item 10 for the alignment step's gate. +4. **`map-build` orchestrator** — landed, less its alignment step: + `mote_simulation/tools/map_build/`, `pixi run map-build`. Solve, assemble, + declutter, segment, validate, score against a baseline, package — one + command, and on the 2026-08-02 bag it reproduces the hand-built map's loop + drift to a millimetre in 21 s of solve + (`docs/tuning/2026-09-01-map-build.md`). **Step 2 is not in it**: with no + estimator that can say which of two solves is squarer, the step is + undecidable rather than merely ungated, so birth-alignment stays an + operator's `--frame X Y YAW` — recorded in the revision's meta — until item + 10 lands. Steps 5 and 7's upload wait on items 6 and 5 respectively; both + gaps are reported on the candidate rather than left silent. 5. **Build identity** — the registry accepts candidate uploads from a credentialed builder, not only enrolled robots; audit rows name it. 6. **Vocabulary carry-forward** — same-frame rebinding by containment + diff --git a/docs/tuning/2026-09-01-map-build.md b/docs/tuning/2026-09-01-map-build.md new file mode 100644 index 0000000..5790318 --- /dev/null +++ b/docs/tuning/2026-09-01-map-build.md @@ -0,0 +1,124 @@ +# `map-build` against the map it was written to reproduce + +The 2026-08-02 flat map was built by hand: a lockstep re-solve of the session's +bag under corrected parameters, a measured-then-injected frame rotation, a +declutter pass with a hand-tuned threshold, room segmentation, and a +hand-assembled revision side-loaded onto the robot. `pixi run map-build` is +that chain as one command. This is what it produces on the same bag. + +Everything below is in `2026-09-01-map-build/`: the build's own report, the map +it emitted, the map it is compared against, and `build.json`. + +## 0. The two artifacts + +| | promoted (by hand, 2026-08-02) | built (`map-build`, 2026-09-01) | +| --- | --- | --- | +| revision | `home/ground/20260802T203339` | `20260901T180343` | +| bag | `20260802_142539` | the same, sha256 `099f9d06…` | +| params | live file + chain 10 + `coarse_angle_resolution` 0.0175 | committed `slam_toolbox_build_params.yaml` (chain 10, `coarse_angle_resolution` 0.0349) | +| frame | `--frame 0 0 -3.0` | the same, passed on the command line | +| declutter | `peak_rel_threshold` 0.55, hand-tuned | the committed default, prominence-picked (task 337) | +| size | 236x181 @ 0.05 m/px | 240x182 @ 0.05 m/px | + +The two parameter differences are not slips. `coarse_angle_resolution` 0.0175 +was adopted in the hand build on the reasoning that the live 2.0° value snapped +solutions to an orientation lattice; there is no such lattice, and the finer +sweep beat the live value on nothing +(`2026-08-25-slam-build-params.md` §2), so the committed build file keeps the +live value. The hand-tuned declutter threshold is what task 337 replaced. + +## 1. What the build did + +``` +solve ok — 340 pose-graph nodes from 542 scans in 21 s +assemble ok — 240x182 @ 0.050 m/px, origin (-5.316, -5.211, 0.000) +declutter ok — -1244 cells, +277 +segment ok — 9 room zone(s) proposed +validate ok — valid +score ok — 1 metric worse than the baseline: map.speckle_frac +package ok — 7101101 bytes +``` + +**21 seconds of solve for a 21-minute bag**, unattended, from `--bag` to a +validated candidate and a build report. That is the economy the whole design +rests on, and it is the lockstep harness's (task 295), not this tool's. + +## 2. It reproduces the map + +| metric | built | promoted | verdict | +| --- | --- | --- | --- | +| loop drift (start↔end, m) | **0.0992** | 0.098 (recorded in the hand build's meta) | reproduced | +| drift ratio | 0.00071 | — | | +| mean wall thickness (m) | 0.0602 | 0.0607 | same | +| speckle fraction | 0.00364 | 0.00277 | worse | +| explored area (m²) | 63.3 | 62.8 | same | +| wall directions | 4 | 4 | same | +| second wall frame | 18.5° off dominant, 0.219 of energy | — | the flat's angled wing | + +Loop drift lands within a millimetre of the hand build's, which is the number +that matters: it is the only one of these that measures the *solve*. The +second orthogonal frame at 18.5° carrying about a fifth of the energy is the +flat's angled wing, exactly as the 2026-08-25 report found it. + +The speckle difference — 0.0009 of occupied cells — is the declutter +thresholds, not the solve: the hand build stripped more short structure at +`peak_rel_threshold` 0.55 than the committed prominence-picked default does. +It is reported as review evidence and gates nothing, which is what the design +asks for. + +Side by side, `map.png` and `promoted-map.png`: the same flat, the same +layout, the built one a degree or two rotated and holding slightly more +short-wall detail. + +## 3. Two ways the report was wrong before it was right + +Both were found by running the acceptance and reading the numbers, and both +would have told a reviewer to reject a good map. + +**The candidate was scored from the raw solve and the baseline from disk.** +The replay leg carries map metrics, but they describe the image *before* the +declutter pass, while a stored revision only ever keeps the cleaned one. The +first acceptance run reported the candidate's speckle as 0.0137 against the +baseline's 0.0028 — five times worse — when the two *served* maps are +0.0036 and 0.0028. Both sides now go through one function that reads a +revision's own `map.png` at the thresholds its own `map.yaml` declares. + +**`unknown_frac` moves with the bounding box.** It is a fraction of the grid, +so the candidate — 4 px wider than the baseline — read 2.2% worse on it while +covering 0.4 m² *more* floor. It is out of the diff table; +`explored_area_m2` carries the same signal in metres and does not depend on +the canvas. It is still in `build.json`, like everything `map_quality` +measures. + +The general rule both cases are instances of: a diff row is a claim that the +metric ranks one candidate against another. `angular_support_deg` was already +excluded on the same grounds (it is confounded by coverage). + +## 4. What the acceptance asked for and could not be checked + +The task's acceptance included "walls ≤ 0.5° off axis". That assertion cannot +be made: `2026-09-01-alignment-residual.md` established that the map has no +single wall grid to half a degree — thirds of this building disagree by 8°, and +there is a second family 18° off — and that the estimator in the tree reports +maps 3.5–5.6° out as square. The design was corrected accordingly (#111) and +the build measures wall structure and prints it rather than asserting a +residual. An orientation estimator the alignment step can be gated on is task +615. + +## 5. What the run also confirmed, and is not this tool's + +The nine room proposals are visibly tilted about 2° off the walls they enclose +(`rooms.png`) — task 349, `segment-map`'s wall-alignment estimator on a +multi-family building, reproduced here on the building it was reported against. + +## Reproducing this + +```bash +pixi run map-build -- \ + --bag ~/.mote/bags/mapping/20260802_142539 \ + --site home --floor ground --frame 0 0 -3.0 \ + --baseline +``` + +The bag is on the robot under `~/.mote/bags/mapping/`; the baseline revision is +that floor's current map. `build.json` records both digests. diff --git a/docs/tuning/2026-09-01-map-build/build-report.md b/docs/tuning/2026-09-01-map-build/build-report.md new file mode 100644 index 0000000..c26ef39 --- /dev/null +++ b/docs/tuning/2026-09-01-map-build/build-report.md @@ -0,0 +1,96 @@ +# Map build 20260901T180343 + +**candidate emitted** — `/home/michael/.claude/jobs/c1592bca/tmp/acceptance3/20260901T170343Z/revision/20260901T180343` — validated, packed as `20260901T180343.tar.gz` + +## Inputs + +| input | value | +|---|---| +| bag | /home/michael/.mote/bags/mapping/20260802_142539 | +| bag sha256 | 099f9d0608ec818c75a3c5792c13b7e5a4d58a9c5fcd8f005a43a40088750f40 | +| bag bytes | 191910513 | +| slam params | /home/michael/Projects/mote/.claude/worktrees/map-build-orchestrator/mote_bringup/config/slam_toolbox_build_params.yaml | +| params sha256 | 072929cf88c0147758b2a471546c7fac9a236b1ffef8d14c25981d54a3b4bb37 | +| frame injection (x, y, yaw°) | [0.0, 0.0, -3.0] | +| feed | lockstep | +| harness commit | 1c75eac | +| built (UTC) | 20260901T170343Z | + +## Stages + +| stage | outcome | detail | +|---|---|---| +| solve | ok | 340 pose-graph nodes from 542 scans in 21 s | +| assemble | ok | 240x182 @ 0.050 m/px, origin (-5.316, -5.211, 0.000) | +| declutter | ok | -1244 cells, +277, wall directions [11.2, 88.2, 110.2, 178.2] | +| segment | ok | 9 room zone(s) proposed | +| carry forward | stub | task 345 — names are reported, not rebound | +| validate | ok | valid | +| score | ok | 1 metric(s) worse than the baseline: map.speckle_frac | +| package | ok | 20260901T180343.tar.gz, 7101101 bytes, sha256:a1d6a4393b634f43… | + +## Validation + +`bundle.validate` — **valid** + +- no errors, no warnings + +## Metrics + +Baseline: `/home/michael/.claude/jobs/c1592bca/tmp/baseline/20260802T203339` + +These are **truth-free proxies**: the bag carries no ground truth, so a confidently wrong map can score well. Read them beside the map. + +The `map.*` rows are the map this revision **serves** — after the declutter pass — on both sides, because that is what a promotion publishes. The raw solve's are in `build.json` under `map_raw`. + +| metric | candidate | baseline | delta | vs baseline | reading | +|---|---|---|---|---|---| +| loop.start_end_dist_m | 0.09919 | — | — | — | lower is better — start↔end distance, if the run closed | +| loop.drift_ratio | 0.0007105 | — | — | — | lower is better — that distance over path length | +| map.mean_wall_thickness_m | 0.06015 | 0.0607 | -0.0005498 | same | lower is better — wall crispness; blur reads thicker | +| map.speckle_frac | 0.003637 | 0.002768 | 0.0008691 | worse | lower is better — isolated occupied cells | +| map.explored_area_m2 | 63.26 | 62.83 | 0.435 | same | higher is better — decided cells × cell area | + +A change under 2% reads as `same`: the solver is not bit-identical run to run. **Nothing here blocks** — a regression is evidence for the reviewer, not a gate. + +## Wall structure + +| frame | angle (deg) | directions | energy share | off dominant | +|---|---|---|---|---| +| 0 | 2.25 | 2 | 0.5785 | 0 | +| 1 | 73.75 | 2 | 0.219 | 18.5 | + +`angular_support_deg` 50.7, 4 wall direction(s), dominant frame share 0.5785. Support is **not** a quality ranking — a map that explored less has fewer long walls and reads as tighter. + +A rectilinear building puts every wall in one frame. A second frame carrying real energy with **two** directions in it means a section of the map is drawn on its own axes — a tear. A second frame with one direction is an angled hallway, which is architecture. + +The build does **not** align the map frame. Measuring a map's wall rotation well enough to gate a re-solve on it is task 615 (`docs/tuning/2026-09-01-alignment-residual.md`): the estimator in the tree called four maps square that were 3.5–5.6° out. Until it lands, birth-alignment is an operator's judgment, passed as `--frame X Y YAW`, and recorded above. + +## Zones + +Segmentation proposed 9 room(s): `room_01`, `room_02`, `room_03`, `room_04`, `room_05`, `room_06`, `room_07`, `room_08`, `room_09` + +**Not carried forward**: the baseline floor names 7 place(s) — `room_01`, `room_02`, `room_03`, `room_04`, `room_05`, `room_06`, `room_07`. Re-binding them onto this map's rooms is task 345; until it lands the reviewer renames the placeholders above in the dashboard's zone editor, which is where a name is edited on a candidate anyway. + +## Renders + +### Built map (served) + +![Built map (served)](map.png) + +### Raw solve + +![Raw solve](map_raw.png) + +### Declutter diagnostics + +![Declutter diagnostics](diagnostics.png) + +### Proposed rooms + +![Proposed rooms](rooms.png) + + +## Next + +Review the map above, then upload `20260901T180343.tar.gz` to the registry as a candidate for `home/ground`. The upload route accepts enrolled robots only, so a builder needs a credential of its own — that is task 344; until it lands, a robot at the site can side-load the revision directory into its floor and `pixi run publish-map --revision 20260901T180343`. Promotion is unchanged: an operator's audited call, in the dashboard or `fleetctl promote`. diff --git a/docs/tuning/2026-09-01-map-build/build.json b/docs/tuning/2026-09-01-map-build/build.json new file mode 100644 index 0000000..607d75f --- /dev/null +++ b/docs/tuning/2026-09-01-map-build/build.json @@ -0,0 +1,428 @@ +{ + "revision": "20260901T180343", + "built": "20260901T170343Z", + "out_dir": "/home/michael/.claude/jobs/c1592bca/tmp/acceptance3/20260901T170343Z", + "revision_dir": "/home/michael/.claude/jobs/c1592bca/tmp/acceptance3/20260901T170343Z/revision/20260901T180343", + "site": "home", + "floor": "ground", + "stages": [ + { + "name": "solve", + "outcome": "ok", + "detail": "340 pose-graph nodes from 542 scans in 21 s" + }, + { + "name": "assemble", + "outcome": "ok", + "detail": "240x182 @ 0.050 m/px, origin (-5.316, -5.211, 0.000)" + }, + { + "name": "declutter", + "outcome": "ok", + "detail": "-1244 cells, +277, wall directions [11.2, 88.2, 110.2, 178.2]" + }, + { + "name": "segment", + "outcome": "ok", + "detail": "9 room zone(s) proposed" + }, + { + "name": "carry forward", + "outcome": "stub", + "detail": "task 345 \u2014 names are reported, not rebound" + }, + { + "name": "validate", + "outcome": "ok", + "detail": "valid" + }, + { + "name": "score", + "outcome": "ok", + "detail": "1 metric(s) worse than the baseline: map.speckle_frac" + }, + { + "name": "package", + "outcome": "ok", + "detail": "20260901T180343.tar.gz, 7101101 bytes, sha256:a1d6a4393b634f43\u2026" + } + ], + "diff": [ + { + "metric": "loop.start_end_dist_m", + "gloss": "start\u2194end distance, if the run closed", + "better": "lower", + "candidate": 0.09918580889101973 + }, + { + "metric": "loop.drift_ratio", + "gloss": "that distance over path length", + "better": "lower", + "candidate": 0.0007104602496457169 + }, + { + "metric": "map.mean_wall_thickness_m", + "gloss": "wall crispness; blur reads thicker", + "better": "lower", + "candidate": 0.06015459230069719, + "baseline": 0.06070439864657029, + "delta": -0.0005498063458731009, + "verdict": "same", + "relative": -0.009057108844354957 + }, + { + "metric": "map.speckle_frac", + "gloss": "isolated occupied cells", + "better": "lower", + "candidate": 0.003637465898757199, + "baseline": 0.0027683789603199014, + "delta": 0.0008690869384372977, + "verdict": "worse", + "relative": 0.3139335152066283 + }, + { + "metric": "map.explored_area_m2", + "gloss": "decided cells \u00d7 cell area", + "better": "higher", + "candidate": 63.260000000000005, + "baseline": 62.825, + "delta": 0.4350000000000023, + "verdict": "same", + "relative": 0.006923995224830916 + } + ], + "images": [ + [ + "Built map (served)", + "map.png" + ], + [ + "Raw solve", + "map_raw.png" + ], + [ + "Declutter diagnostics", + "diagnostics.png" + ], + [ + "Proposed rooms", + "rooms.png" + ] + ], + "inputs": { + "bag": { + "name": "20260802_142539", + "sha256": "099f9d0608ec818c75a3c5792c13b7e5a4d58a9c5fcd8f005a43a40088750f40", + "files": [ + { + "name": "20260802_142539_0.mcap", + "bytes": 62008230, + "sha256": "67931d55e67654ebde39a3d9d22335dce0736fe85a44cae70be4309748d4e3a2" + }, + { + "name": "20260802_142539_1.mcap", + "bytes": 62415137, + "sha256": "7cdbb43a048a6206a2fa50e12ab838bfaa40582a965b0b7f6e051725cd281269" + }, + { + "name": "20260802_142539_2.mcap", + "bytes": 55809872, + "sha256": "609ff0d4d2f864149f747601407ece02c4272dab26ec75dd3c202159f17d35bf" + }, + { + "name": "20260802_142539_3.mcap", + "bytes": 11669945, + "sha256": "58ea3168d0eb4322c84319f0b3b6721c01ed8ff973936fcc5c076a433777435f" + }, + { + "name": "metadata.yaml", + "bytes": 7329, + "sha256": "8e675b8d0d09b2be28cf87e0bd11de37ea80f892f1f490b9db115e29d22fa92c" + } + ], + "path": "/home/michael/.mote/bags/mapping/20260802_142539" + }, + "params": { + "path": "/home/michael/Projects/mote/.claude/worktrees/map-build-orchestrator/mote_bringup/config/slam_toolbox_build_params.yaml", + "sha256": "072929cf88c0147758b2a471546c7fac9a236b1ffef8d14c25981d54a3b4bb37" + }, + "frame": [ + 0.0, + 0.0, + -3.0 + ], + "feed": "lockstep", + "harness_commit": "1c75eac" + }, + "zones": { + "added": [ + "room_01", + "room_02", + "room_03", + "room_04", + "room_05", + "room_06", + "room_07", + "room_08", + "room_09" + ], + "skipped": [], + "n_rooms": 9, + "overlay": "rooms.png", + "carry_forward": "**Not carried forward**: the baseline floor names 7 place(s) \u2014 `room_01`, `room_02`, `room_03`, `room_04`, `room_05`, `room_06`, `room_07`. Re-binding them onto this map's rooms is task 345; until it lands the reviewer renames the placeholders above in the dashboard's zone editor, which is where a name is edited on a candidate anyway." + }, + "validation": { + "summary": "valid", + "errors": [], + "warnings": [], + "occupancy": { + "total": 43680, + "free": 0.503777, + "occupied": 0.075527, + "unknown": 0.420696 + } + }, + "baseline": { + "path": "/home/michael/.claude/jobs/c1592bca/tmp/baseline/20260802T203339", + "metrics": { + "map": { + "n_cells": 42716, + "unknown_frac": 0.4116958516715048, + "free_frac": 0.5121968349096357, + "occ_frac": 0.07610731341885944, + "explored_area_m2": 62.825, + "mean_wall_thickness_m": 0.06070439864657029, + "speckle_frac": 0.0027683789603199014, + "angular_support_deg": 47.524686611496804, + "angular_entropy_norm": 0.7737539891235249, + "unassigned_energy_frac": 0.20204506969103694, + "n_peaks": 4, + "directions": [ + { + "angle_deg": 92.25, + "energy_frac": 0.26684065870019485, + "width_deg": 2.6600670365190853 + }, + { + "angle_deg": 160.25, + "energy_frac": 0.11935603677853039, + "width_deg": 2.371171686594371 + }, + { + "angle_deg": 179.25, + "energy_frac": 0.32560393495826956, + "width_deg": 2.5139618844536775 + }, + { + "angle_deg": 71.25, + "energy_frac": 0.08615429987196835, + "width_deg": 2.7076397806040102 + } + ], + "frames": [ + { + "angle_deg": 89.25, + "energy_frac": 0.5924445936584644, + "n_directions": 2, + "offset_from_dominant_deg": 0.0 + }, + { + "angle_deg": 70.25, + "energy_frac": 0.20551033665049873, + "n_directions": 2, + "offset_from_dominant_deg": 19.0 + } + ], + "n_frames": 2, + "n_strong_frames": 2, + "dominant_frame_share": 0.5924445936584644, + "manhattan_frame_deg": 85.15941303221811, + "manhattan_concentration": 0.8577708949791387, + "manhattan_share": 0.4530011508219582 + } + } + }, + "metrics": { + "n_scans": 542, + "n_inserted": 340, + "traj_samples": 340, + "loop": { + "n": 340, + "start_end_dist_m": 0.09918580889101973, + 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"width_deg": 2.7053240626571378 + } + ], + "frames": [ + { + "angle_deg": 2.25, + "energy_frac": 0.5785023537818919, + "n_directions": 2, + "offset_from_dominant_deg": 0.0 + }, + { + "angle_deg": 73.75, + "energy_frac": 0.2190408251593287, + "n_directions": 2, + "offset_from_dominant_deg": 18.5 + } + ], + "n_frames": 2, + "n_strong_frames": 2, + "dominant_frame_share": 0.5785023537818919, + "manhattan_frame_deg": 87.23950484652163, + "manhattan_concentration": 0.8599850867715234, + "manhattan_share": 0.40904568114691275 + }, + "map_raw": { + "n_cells": 43680, + "unknown_frac": 0.42703754578754577, + "free_frac": 0.46895604395604396, + "occ_frac": 0.10400641025641026, + "explored_area_m2": 62.56750186465682, + "mean_wall_thickness_m": 0.06432973901713941, + "speckle_frac": 0.013647369579572969, + "angular_support_deg": 50.414003858733345, + "angular_entropy_norm": 0.7837809435125195, + "unassigned_energy_frac": 0.2397107336918075, + "n_peaks": 4, + "directions": [ + { + "angle_deg": 92.25, + "energy_frac": 0.278270610624543, + "width_deg": 2.6532849517899315 + }, + { + "angle_deg": 163.75, + "energy_frac": 0.1116209930937212, + "width_deg": 2.1794653675659705 + }, + { + "angle_deg": 2.25, + "energy_frac": 0.32153111819038543, + "width_deg": 2.6311468336443804 + }, + { + "angle_deg": 73.75, + "energy_frac": 0.04886654439954271, + "width_deg": 2.2758001071334455 + } + ], + "frames": [ + { + "angle_deg": 2.25, + "energy_frac": 0.5998017288149284, + "n_directions": 2, + "offset_from_dominant_deg": 0.0 + }, + { + "angle_deg": 73.75, + "energy_frac": 0.16048753749326392, + "n_directions": 2, + "offset_from_dominant_deg": 18.5 + } + ], + "n_frames": 2, + "n_strong_frames": 2, + "dominant_frame_share": 0.5998017288149284, + "manhattan_frame_deg": 88.71921407987656, + "manhattan_concentration": 0.867644982249046, + "manhattan_share": 0.49203160040381133 + } + }, + "angular": { + "n_cells": 43680, + "unknown_frac": 0.4206959706959707, + "free_frac": 0.5037774725274725, + "occ_frac": 0.07552655677655677, + "explored_area_m2": 63.260000000000005, + "mean_wall_thickness_m": 0.06015459230069719, + "speckle_frac": 0.003637465898757199, + "angular_support_deg": 50.70095965324051, + "angular_entropy_norm": 0.7847452227091799, + "unassigned_energy_frac": 0.2024568210587793, + "n_peaks": 4, + "directions": [ + { + "angle_deg": 92.75, + "energy_frac": 0.2823199735516087, + "width_deg": 2.7764656751564187 + }, + { + "angle_deg": 163.75, + "energy_frac": 0.12396016905685829, + "width_deg": 2.3252893831906696 + }, + { + "angle_deg": 2.25, + "energy_frac": 0.2961823802302831, + "width_deg": 2.5567636214272724 + }, + { + "angle_deg": 73.75, + "energy_frac": 0.09508065610247042, + "width_deg": 2.7053240626571378 + } + ], + "frames": [ + { + "angle_deg": 2.25, + "energy_frac": 0.5785023537818919, + "n_directions": 2, + "offset_from_dominant_deg": 0.0 + }, + { + "angle_deg": 73.75, + "energy_frac": 0.2190408251593287, + "n_directions": 2, + "offset_from_dominant_deg": 18.5 + } + ], + "n_frames": 2, + "n_strong_frames": 2, + "dominant_frame_share": 0.5785023537818919, + "manhattan_frame_deg": 87.23950484652163, + "manhattan_concentration": 0.8599850867715234, + "manhattan_share": 0.40904568114691275 + }, + "verdict": "candidate emitted", + "verdict_detail": "`/home/michael/.claude/jobs/c1592bca/tmp/acceptance3/20260901T170343Z/revision/20260901T180343` \u2014 validated, packed as `20260901T180343.tar.gz`", + "next": "Review the map above, then upload `20260901T180343.tar.gz` to the registry as a candidate for `home/ground`. The upload route accepts enrolled robots only, so a builder needs a credential of its own \u2014 that is task 344; until it lands, a robot at the site can side-load the revision directory into its floor and `pixi run publish-map --revision 20260901T180343`. Promotion is unchanged: an operator's audited call, in the dashboard or `fleetctl promote`." +} diff --git a/docs/tuning/2026-09-01-map-build/diagnostics.png b/docs/tuning/2026-09-01-map-build/diagnostics.png new file mode 100644 index 0000000000000000000000000000000000000000..4cbf9cc7d3af986c7bb894b82ca8d9f958586b11 GIT binary patch literal 393859 zcmeFZbx@S;-#5HLce6A~H>i}1v>=<0-?Tj^SV9+ z0>?riuu(D?_=&PQRRRRU3%PauilIMr?Gw4rj|KGp$>yKQ;J*G>bh|1yh}tgPi`9~N z$hK2;Cc41mnm?*}DU9p=`0zk1!l6E{D)s8+7nkoEd^dE`BZ|HGL$i?d%S2hk9b_ue z3$1Riq=wUw!9S`V+5y{!8bPb#1%Hl$uG`xS&_uS)dMI$xM9xn}_4aClzx?yMtByV; zC53R|@9P9_K2b3-&wsyOR5vs-x?nxm9-VV`ycn!H!*jOZrFJ|^t0{7N`IEH=xS-^_ zcC+By-$#eOYHe-R%TsrqsP4yzpOT76NHqO==`80qIXXVxt3gf@#weui;^b5}7b7O9 z^J;Q>y4iPqyt-PBFs>wC@X2htdU|>W28{9QXD2gf!6PLW$3N5)xtr{IUgT?~aVvTe z5yp8u=-nfbW@v02x~Md>yu3Wy64Ny=A|<8fITvnkl9fpq>wIT?!|CCwl9JMaaGpk@ zCC2WSg~im;mpu2{*@)ECR1Kcs%F9%v-eIa|8`S~|i(M#K;ut{(%{?`>>soSwGK zXZqJ0DF_d@;-w>lfQRhik4~;e8H#oU-W1_`els+*#onY*gO_f|wBVZ)Qu82RD%k1M 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Today it is one key away. # What was measured and *not* adopted is recorded at the foot of the file. # -# Nothing chains those steps yet: until the `map-build` orchestrator lands, -# this file is what a hand-run `bag-replay --params` should point at. +# `pixi run map-build` chains those steps and defaults to this file. A hand-run +# `bag-replay --params` still points at it for a one-off solve. slam_toolbox: ros__parameters: diff --git a/mote_bringup/mote_bringup/bundle.py b/mote_bringup/mote_bringup/bundle.py index e94038c..5c3971d 100644 --- a/mote_bringup/mote_bringup/bundle.py +++ b/mote_bringup/mote_bringup/bundle.py @@ -147,7 +147,7 @@ #: Trinary occupancy values as ``map_saver`` writes them: 0 occupied, 205 #: unknown, 254 free. Read with slack either side, because the cleaning pass -#: (sites._promote_cleaned) goes through cv2 and need not land exactly on them. +#: (sites.promote_cleaned) goes through cv2 and need not land exactly on them. OCCUPIED_MAX = 25 FREE_MIN = 230 @@ -777,7 +777,7 @@ def _validate_image(revision_dir: Path, report: Report): return # The raw and the cleaned map are the same frame with different pixels - # (sites._promote_cleaned), so a size that differs means one of them is + # (sites.promote_cleaned), so a size that differs means one of them is # not what it claims and every zone taught on this floor is suspect. raw = revision_dir / "map_raw.png" if raw.is_file(): diff --git a/mote_bringup/mote_bringup/map_cleanup/README.md b/mote_bringup/mote_bringup/map_cleanup/README.md index 0d65dfe..15368e9 100644 --- a/mote_bringup/mote_bringup/map_cleanup/README.md +++ b/mote_bringup/mote_bringup/map_cleanup/README.md @@ -117,7 +117,7 @@ results and overlays in `docs/tuning/2026-07-27-room-segmentation/`. - **Done:** FFT declutter core + CLI + diagnostics, validated on a real noisy mote map (see `scratchpad_results/map_cleanup/`). - **Done:** wired into `save-map` as an automatic post-processing pass - (`sites._promote_cleaned`): every saved revision keeps the untouched + (`sites.promote_cleaned`): every saved revision keeps the untouched map_saver output as `map_raw.png` and promotes the decluttered image to the served `map.png`. The `map.yaml` frame is byte-identical, so zone coordinates and localization are unaffected; a cleaning failure falls back to serving the diff --git a/mote_bringup/mote_bringup/map_cleanup/rooms_cli.py b/mote_bringup/mote_bringup/map_cleanup/rooms_cli.py index 2d79430..9cb4d65 100644 --- a/mote_bringup/mote_bringup/map_cleanup/rooms_cli.py +++ b/mote_bringup/mote_bringup/map_cleanup/rooms_cli.py @@ -80,7 +80,14 @@ def zone_entry(room: Room) -> dict: } -def merge_into_zones(path: Path, rooms: list[Room]) -> tuple[list[str], list[str]]: +def merge_into_zones( + path: Path, + rooms: list[Room], + *, + site: str = "", + floor: str = "", + platform_id: str | None = None, +) -> tuple[list[str], list[str]]: """Add the rooms that are not already named to a zones file. Returns ``(added, skipped)`` names. A candidate is skipped when its outline @@ -88,15 +95,20 @@ def merge_into_zones(path: Path, rooms: list[Room]) -> tuple[list[str], list[str that room has a name, and it is not this tool's to replace. Bare waypoints (a ``pickup`` standing in the middle of a hall) do not suppress anything: they name a spot, not the room around it. + + ``site``/``floor``/``platform_id`` stamp the documents that come out. The + CLI leaves them to whatever the floor already says, because it is writing + into a floor that knows; the offline map build passes them, because it is + writing a revision for a floor it was told about on the command line. """ if path.suffix == ".yaml": # A caller that named the old combined file means the floor it is in. path = path.parent try: - floor = bundle.read_floor(path) + document = bundle.read_floor(path) except bundle.BundleError: - floor = {"frame_id": "map", "revision": 0, "zones": {}} - zones = floor["zones"] + document = {"frame_id": "map", "revision": 0, "zones": {}} + zones = document["zones"] named = [ (float(spec["x"]), float(spec["y"])) @@ -125,8 +137,8 @@ def merge_into_zones(path: Path, rooms: list[Room]) -> tuple[list[str], list[str ) added.append(name) if added: - floor["revision"] = int(floor.get("revision") or 0) + 1 - bundle.write_floor(path, floor) + document["revision"] = int(document.get("revision") or 0) + 1 + bundle.write_floor(path, document, site=site, floor=floor, platform_id=platform_id) return added, skipped diff --git a/mote_bringup/mote_bringup/sites.py b/mote_bringup/mote_bringup/sites.py index 1a015d8..52b990c 100644 --- a/mote_bringup/mote_bringup/sites.py +++ b/mote_bringup/mote_bringup/sites.py @@ -342,7 +342,7 @@ def revision_meta(fdir: Path, rev: str) -> dict: return yaml.safe_load(meta_file.read_text()) or {} -def _clean_map_png(raw_png: Path, out_png: Path, diag_png: Path) -> dict: +def clean_map_png(raw_png: Path, out_png: Path, diag_png: Path) -> dict: """Declutter a saved occupancy PNG: read raw_png, write the cleaned map to out_png and a diagnostics panel to diag_png. Returns cleaning stats for meta.yaml. Kept file-only (no ROS) so it is testable off the robot. @@ -372,7 +372,7 @@ def _clean_map_png(raw_png: Path, out_png: Path, diag_png: Path) -> dict: } -def _promote_cleaned(rev_dir: Path) -> dict: +def promote_cleaned(rev_dir: Path) -> dict: """Turn a freshly-saved raw revision into a served, cleaned one. The untouched map_saver output (map.png) is kept as map_raw.png and the @@ -380,6 +380,11 @@ def _promote_cleaned(rev_dir: Path) -> dict: identical for both (only pixels change), so zones and localization are unaffected. A cleaning failure never discards the map — the raw is served instead. Returns the clean stats block for meta.yaml. + + Public because ``save-map`` is no longer its only caller: the offline map + build (``mote_simulation/tools/map_build``) runs this very function on the + revision it assembles, rather than a copy of it, so a built map and a saved + one are the same pass over the same pixels and their metrics compare. """ raw_png = rev_dir / "map_raw.png" (rev_dir / "map.png").rename(raw_png) @@ -387,7 +392,7 @@ def _promote_cleaned(rev_dir: Path) -> dict: (rev_dir / "map.yaml").read_text().replace("map.png", "map_raw.png") ) try: - return _clean_map_png(raw_png, rev_dir / "map.png", rev_dir / "diagnostics.png") + return clean_map_png(raw_png, rev_dir / "map.png", rev_dir / "diagnostics.png") except Exception as exc: # noqa: BLE001 — a bad clean must not lose the map shutil.copyfile(raw_png, rev_dir / "map.png") print(f"WARNING: map cleaning failed ({exc}); serving raw map", file=sys.stderr) @@ -447,7 +452,7 @@ def save_map(clean: bool = True): f"incomplete map revision (missing map{'/map'.join(missing)}) — " "discarded; are mapping + slam_toolbox running?" ) - clean_stats = _promote_cleaned(rev_dir) if clean else {"skipped": True} + clean_stats = promote_cleaned(rev_dir) if clean else {"skipped": True} meta = {"schema": SCHEMA, "saved": time.strftime("%Y-%m-%dT%H:%M:%S")} bag = latest_mapping_bag() diff --git a/mote_bringup/test/test_sites.py b/mote_bringup/test/test_sites.py index 6a57d4f..662b58a 100644 --- a/mote_bringup/test/test_sites.py +++ b/mote_bringup/test/test_sites.py @@ -175,7 +175,7 @@ def test_promote_cleaned_serves_clean_and_keeps_raw(mote_home): fdir = mote_home / "f" rev_dir = fdir / "maps" / "r1" _stage_raw_map(rev_dir) - clean = sites._promote_cleaned(rev_dir) + clean = sites.promote_cleaned(rev_dir) assert clean["ok"] and clean["removed"] > 0 # raw retained, cleaned promoted to the served map.png, diagnostics written @@ -195,7 +195,7 @@ def test_promote_cleaned_failure_falls_back_to_raw(mote_home): rev_dir.mkdir(parents=True) (rev_dir / "map.png").write_text("not a png") # cv2 cannot read -> failure (rev_dir / "map.yaml").write_text("image: map.png\nresolution: 0.05\n") - clean = sites._promote_cleaned(rev_dir) + clean = sites.promote_cleaned(rev_dir) assert clean["ok"] is False and "error" in clean assert (rev_dir / "map.png").read_bytes() == (rev_dir / "map_raw.png").read_bytes() diff --git a/mote_simulation/tools/bag_replay/README.md b/mote_simulation/tools/bag_replay/README.md index 54f961e..82788b9 100644 --- a/mote_simulation/tools/bag_replay/README.md +++ b/mote_simulation/tools/bag_replay/README.md @@ -51,7 +51,13 @@ pixi run bag-replay -- \ Output lands in `bag_replay_results//`: `report.md` (open it — the map images are relative links), `run.json` (full metrics + provenance), and per set a `stack.log`, `replay.log`, `series.json` (re-scorable trajectory), `map.npz` -(occupancy grid) and `map.png`. +(occupancy grid, its resolution and its origin including the **yaw** — always +zero in practice, recorded because a consumer assembling a `map.yaml` from this +must not have to assume it) and `map.png`. + +**To build a map rather than score a tuning**, use `pixi run map-build` +(`../map_build/`), which drives this harness and then assembles, declutters, +segments, validates and packages the result as a candidate map revision. ## How it works diff --git a/mote_simulation/tools/bag_replay/replayer.py b/mote_simulation/tools/bag_replay/replayer.py index 68bd7fa..affafea 100755 --- a/mote_simulation/tools/bag_replay/replayer.py +++ b/mote_simulation/tools/bag_replay/replayer.py @@ -811,6 +811,10 @@ def main(): if node.latest_map is not None: m = node.latest_map grid = np.array(m.data, dtype=np.int16).reshape(m.info.height, m.info.width) + q = m.info.origin.orientation + origin_yaw = math.atan2( + 2.0 * (q.w * q.z + q.x * q.y), 1.0 - 2.0 * (q.y * q.y + q.z * q.z) + ) np.savez_compressed( out / "map.npz", grid=grid, @@ -818,6 +822,12 @@ def main(): origin=np.array( [m.info.origin.position.x, m.info.origin.position.y], dtype=np.float64 ), + # The third number ``map_saver`` writes into ``origin:``. It is zero + # for every grid slam_toolbox has ever published, and a consumer + # assembling a map revision from this file must not have to assume + # that: a dropped origin yaw puts every zone on the floor somewhere + # else, with the map still looking perfectly good. + origin_yaw=np.float64(origin_yaw), ) result["map"] = { "width": int(m.info.width), @@ -827,6 +837,7 @@ def main(): float(m.info.origin.position.x), float(m.info.origin.position.y), ], + "origin_yaw": float(origin_yaw), } (out / "series.json").write_text(json.dumps(result)) print( diff --git a/mote_simulation/tools/map_build/README.md b/mote_simulation/tools/map_build/README.md new file mode 100644 index 0000000..fc299ce --- /dev/null +++ b/mote_simulation/tools/map_build/README.md @@ -0,0 +1,141 @@ +# map-build + +One command that turns a recorded mapping bag into a **map revision a human can +review and promote**. Stage 2 of `docs/design/mapping-pipeline.md`: capture +produces a bag, a build produces a map, a human promotes it. + +```bash +pixi run map-build -- \ + --bag ~/.mote/bags/mapping/20260802_142539 \ + --site home --floor ground \ + --baseline ~/.mote/sites/home/floors/ground/map +``` + +It needs no robot, no live SLAM session and no map to already exist. It runs on +any machine with the project's default pixi environment and a copy of the bag. + +Output lands in `map_build_results//`: + +| | | +|---|---| +| `report.md` | **open this** — inputs, stages, validation, metric diff, renders | +| `revision//` | the map revision itself, in the layout `save-map` writes | +| `.tar.gz` | the same revision packed as the registry accepts it | +| `build.json` | everything in the report, as data | +| `build/` | the replay leg: `stack.log`, `replay.log`, `series.json`, `map.npz` | + +## The chain + +1. **solve** — lockstep replay of the whole bag through slam_toolbox under + `mote_bringup/config/slam_toolbox_build_params.yaml`, using the harness in + `../bag_replay`. A 21-minute bag solves in tens of seconds; that economy is + what makes rebuilding cheap enough to be the normal path. +2. **assemble** — the finished grid and the serialized posegraph written as + `map.yaml` + `map.png` + `map.posegraph` + `map.data`. A solve that + serialized no posegraph **fails the build**: a revision without one cannot + be extended later, and the frame — with every zone taught in it — is gone. +3. **declutter** — `sites.promote_cleaned`, the robot's own FFT structure pass, + called rather than copied. The untouched solve is kept as `map_raw.png`. +4. **segment** — one polygon zone per room of the cleaned map, named + `room_01`… for the reviewer to rename. +5. **validate + score** — `bundle.validate` (**hard**: a revision with an error + is not emitted), then truth-free metrics diffed against `--baseline` + (**soft**: a regression is printed as review evidence). +6. **package** — the gzipped bundle, plus the report. + +## What it does not do + +**It does not align the map frame.** The design's alignment step measures a +solved map's wall rotation, re-solves with that yaw injected, and keeps the +better of the two. Deciding "better" needs an estimator that can see the +difference, and the one in the tree cannot: it called four of the seven banked +2026-08-02 solves square when they were 3.5–5.6° off. A re-solve is not a rigid +rotation either — the same −3.0° injection moved three solves of one bag by ++0.1°, −4.3° and −5.8° — so the step is *undecidable* here, not merely ungated. +That estimator is task 615; the evidence is +`docs/tuning/2026-09-01-alignment-residual.md`. + +Until it lands, birth-alignment is an operator's judgment: `--frame X Y YAW` +passes an SE2 through to the solve, and it is recorded in the revision's +`meta.yaml`, so a map built that way is still reproducible. The build measures +and prints the map's wall structure either way, as evidence rather than as a +gate. + +**It does not carry a floor's zone names forward.** Re-binding the previous +revision's names onto new geometry is task 345. The build emits the segmenter's +placeholders and *reports* what the baseline floor's places were called, so the +gap is visible rather than silent. + +**It does not upload.** The registry's candidate-upload route accepts enrolled +robots only; a builder needs a credential of its own (task 344). The bundle is +emitted locally and the report says what will send it. + +## Options + +| | | +|---|---| +| `--bag DIR` | a recorded mapping bag directory (required) | +| `--params FILE` | slam parameters; default the committed build params | +| `--site` / `--floor` | stamped into the revision's zone documents | +| `--baseline PATH` | a revision directory (or its `map.yaml`) to diff against | +| `--frame X Y YAW` | birth-align the map frame by this SE2 | +| `--no-clean` | serve the raw solve; for ground-truth-clean maps (sim) | +| `--no-segment` | propose no room zones | +| `--paced` | feed against the wall clock instead of in lockstep | +| `--max-scans N` | stop after N scans — a quick smoke build | +| `--out DIR` | where the UTC-stamped result directory lands | + +`--paced` exists for a parameter set whose gates `bag_replay/acceptance.py` has +not been validated against; see that harness's `--validate` mode. Everything +else about the feed is its business, not this tool's. + +## Reproducing a build + +`meta.yaml` in every emitted revision names the exact inputs: + +```yaml +built_by: map-build +bag: 20260802_142539 +bag_sha256: 099f9d06… +slam_params: slam_toolbox_build_params.yaml +slam_params_sha256: 072929cf… +frame: [0.0, 0.0, -3.0] +feed: lockstep +harness_commit: 1c75eac +``` + +The bag digest covers every file's bytes *and* its name, so "the same bag" means +the same bytes rather than the same directory name. Re-running the same +`map-build` on the same inputs at the same harness commit reproduces the map — +to within the solver, which is not bit-identical run to run (small deltas on the +proxies are noise; the map images decide anything marginal). + +## Reading the metrics + +They are **proxies, not error measures** — the bag carries no ground truth, so +a confidently wrong map (a mis-closed loop drawn with sharp walls) can score +well on all of them. `bag_replay/README.md` "Limitations" is the full list of +what they can and cannot prove. Two that matter here: + +- **Loop drift needs a loop.** It cannot tell a legitimate open A→B traverse + from a drifting one. Know the bag's shape before reading it. +- **`angular_support_deg` is not in the diff table** and must not be used to + rank candidates: it is confounded by coverage, so a map that explored less + reads as tighter. + +The wall-structure table is the one thing crispness cannot see: a second +orthogonal frame carrying real energy, with **two** directions in it, means a +section of the map is drawn on its own axes — a tear. A second frame with one +direction is an angled hallway, which is architecture. + +## Tests + +```bash +python mote_simulation/tools/map_build/test_map_build.py +``` + +Covers the ROS-free half: the pixel convention a revision is written in and the +thresholds `map.yaml` declares for reading it back (get those wrong and unknown +space reads as free — as somewhere the planner may drive straight through), the +origin, the bag digest, and the metric diff's direction. The solve needs +slam_toolbox and a real bag and is exercised by running the tool. diff --git a/mote_simulation/tools/map_build/build_report.py b/mote_simulation/tools/map_build/build_report.py new file mode 100644 index 0000000..81fa544 --- /dev/null +++ b/mote_simulation/tools/map_build/build_report.py @@ -0,0 +1,249 @@ +"""The build report: what was built, from what, and how it compares. + +A candidate map is promoted by a human, and this is what they read before they +do it. Two rules shape it. Everything that decides the artifact — the bag's +digest, the parameter file's digest, the injected frame, the harness commit — +is printed, because "reproducible" means somebody can re-run this exact build. +And every number that is a *proxy* is labelled as one: the metrics here are +truth-free (the bag carries no ground truth), so they can say a map got +speckle-ier and they cannot say it got wrong. + +Metric direction is stated, never inferred. A reader should not have to know +whether more ``explored_area_m2`` is good. +""" + +from __future__ import annotations + +import json +from pathlib import Path + +#: The metrics carried into the baseline diff, with the direction that counts as +#: better and a one-line gloss. Adding a row is a claim that the metric ranks +#: one candidate against another, and two that ``map_quality`` reports are +#: deliberately **not** in it: +#: +#: * ``angular_support_deg`` is confounded by coverage — a map that explored +#: less has fewer long walls and reads as tighter (bag_replay/README.md +#: "Limitations"). +#: * ``unknown_frac`` is a fraction of the *grid*, so it moves with the +#: bounding box. Measured on the 2026-08-02 bag: a candidate 4 px wider than +#: the baseline read 2.2% worse on it while covering 0.4 m² more floor, which +#: is the opposite of what it appeared to say. ``explored_area_m2`` carries +#: the same signal in metres and does not depend on the canvas. +#: +#: Everything ``map_quality`` measures is in ``build.json`` either way. +DIFFED = ( + ("loop.start_end_dist_m", "lower", "start↔end distance, if the run closed"), + ("loop.drift_ratio", "lower", "that distance over path length"), + ("map.mean_wall_thickness_m", "lower", "wall crispness; blur reads thicker"), + ("map.speckle_frac", "lower", "isolated occupied cells"), + ("map.explored_area_m2", "higher", "decided cells × cell area"), +) + +#: Relative change below which a diff is reported as unchanged. The solver is +#: not bit-identical run to run, so a fraction of a percent on either side of a +#: proxy is noise; this is a legibility threshold and nothing gates on it. +DEADBAND = 0.02 + + +def dig(source: dict, dotted: str): + for key in dotted.split("."): + if not isinstance(source, dict): + return None + source = source.get(key) + return source + + +def compare(candidate: dict, baseline: dict | None) -> list[dict]: + """One row per diffed metric: the two values, the change, and its direction.""" + rows = [] + for key, better, gloss in DIFFED: + new = dig(candidate, key) + if not isinstance(new, (int, float)): + continue + old = dig(baseline or {}, key) + row = {"metric": key, "gloss": gloss, "better": better, "candidate": float(new)} + if isinstance(old, (int, float)): + row["baseline"] = float(old) + row["delta"] = float(new) - float(old) + scale = abs(float(old)) or 1.0 + relative = row["delta"] / scale + if abs(relative) < DEADBAND: + row["verdict"] = "same" + elif (relative < 0) == (better == "lower"): + row["verdict"] = "better" + else: + row["verdict"] = "worse" + row["relative"] = relative + rows.append(row) + return rows + + +def _fmt(value) -> str: + if value is None: + return "—" + if isinstance(value, float): + return f"{value:.4g}" + return str(value) + + +def _table(header: list[str], rows: list[list]) -> list[str]: + out = ["| " + " | ".join(header) + " |", "|" + "---|" * len(header)] + out += ["| " + " | ".join(_fmt(cell) for cell in row) + " |" for row in rows] + return out + + +def build_markdown(build: dict) -> str: + inputs = build["inputs"] + lines = [ + f"# Map build {build['revision']}", + "", + f"**{build['verdict']}** — {build['verdict_detail']}", + "", + "## Inputs", + "", + ] + lines += _table( + ["input", "value"], + [ + ["bag", inputs["bag"]["path"]], + ["bag sha256", inputs["bag"]["sha256"]], + ["bag bytes", sum(f["bytes"] for f in inputs["bag"]["files"])], + ["slam params", inputs["params"]["path"]], + ["params sha256", inputs["params"]["sha256"]], + ["frame injection (x, y, yaw°)", inputs["frame"] or "none"], + ["feed", inputs["feed"]], + ["harness commit", inputs["harness_commit"]], + ["built (UTC)", build["built"]], + ], + ) + + lines += ["", "## Stages", ""] + lines += _table( + ["stage", "outcome", "detail"], + [[s["name"], s["outcome"], s["detail"]] for s in build["stages"]], + ) + + report = build["validation"] + lines += [ + "", + "## Validation", + "", + f"`bundle.validate` — **{report['summary']}**", + "", + ] + for error in report["errors"]: + lines.append(f"- ERROR {error}") + for warning in report["warnings"]: + lines.append(f"- warning: {warning}") + if not report["errors"] and not report["warnings"]: + lines.append("- no errors, no warnings") + + lines += ["", "## Metrics", ""] + baseline = build.get("baseline") + if baseline: + lines.append(f"Baseline: `{baseline['path']}`") + else: + lines.append( + "No baseline given, so nothing is diffed — pass `--baseline` with the " + "floor's current revision to compare against what is published." + ) + lines += [ + "", + "These are **truth-free proxies**: the bag carries no ground truth, so a " + "confidently wrong map can score well. Read them beside the map.", + "", + "The `map.*` rows are the map this revision **serves** — after the " + "declutter pass — on both sides, because that is what a promotion " + "publishes. The raw solve's are in `build.json` under `map_raw`.", + "", + ] + rows = [ + [ + row["metric"], + row["candidate"], + row.get("baseline"), + row.get("delta"), + row.get("verdict", "—"), + f"{row['better']} is better — {row['gloss']}", + ] + for row in build["diff"] + ] + lines += _table( + ["metric", "candidate", "baseline", "delta", "vs baseline", "reading"], rows + ) + lines += [ + "", + f"A change under {DEADBAND:.0%} reads as `same`: the solver is not " + "bit-identical run to run. **Nothing here blocks** — a regression is " + "evidence for the reviewer, not a gate.", + ] + + angular = build.get("angular") or {} + lines += ["", "## Wall structure", ""] + if angular.get("frames"): + lines += _table( + ["frame", "angle (deg)", "directions", "energy share", "off dominant"], + [ + [ + index, + frame.get("angle_deg"), + frame.get("n_directions"), + frame.get("energy_frac"), + frame.get("offset_from_dominant_deg"), + ] + for index, frame in enumerate(angular["frames"]) + ], + ) + lines.append("") + lines.append( + f"`angular_support_deg` {_fmt(angular.get('angular_support_deg'))}, " + f"{angular.get('n_peaks')} wall direction(s), dominant frame share " + f"{_fmt(angular.get('dominant_frame_share'))}. Support is **not** a " + "quality ranking — a map that explored less has fewer long walls " + "and reads as tighter." + ) + lines += [ + "", + "A rectilinear building puts every wall in one frame. A second " + "frame carrying real energy with **two** directions in it means a " + "section of the map is drawn on its own axes — a tear. A second " + "frame with one direction is an angled hallway, which is " + "architecture.", + ] + else: + lines.append("No angular structure was measured.") + lines += [ + "", + "The build does **not** align the map frame. Measuring a map's wall " + "rotation well enough to gate a re-solve on it is task 615 " + "(`docs/tuning/2026-09-01-alignment-residual.md`): the estimator in " + "the tree called four maps square that were 3.5–5.6° out. Until it " + "lands, birth-alignment is an operator's judgment, passed as " + "`--frame X Y YAW`, and recorded above.", + ] + + zones = build.get("zones") or {} + lines += ["", "## Zones", ""] + lines.append( + f"Segmentation proposed {len(zones.get('added', []))} room(s): " + + (", ".join(f"`{name}`" for name in zones.get("added", [])) or "none") + ) + if zones.get("carry_forward"): + lines += ["", zones["carry_forward"]] + + if build.get("images"): + lines += ["", "## Renders", ""] + for caption, path in build["images"]: + lines.append(f"### {caption}\n\n![{caption}]({path})\n") + + lines += ["", "## Next", "", build["next"], ""] + return "\n".join(lines) + "\n" + + +def write(out_dir, build: dict) -> Path: + out_dir = Path(out_dir) + (out_dir / "build.json").write_text(json.dumps(build, indent=2)) + path = out_dir / "report.md" + path.write_text(build_markdown(build)) + return path diff --git a/mote_simulation/tools/map_build/map_build.py b/mote_simulation/tools/map_build/map_build.py new file mode 100755 index 0000000..2091cd7 --- /dev/null +++ b/mote_simulation/tools/map_build/map_build.py @@ -0,0 +1,517 @@ +#!/usr/bin/env python3 +"""``map-build`` — a mapping bag in, a reviewable map candidate out. + +Stage 2 of the mapping pipeline (``docs/design/mapping-pipeline.md``). Capture +produces a bag; this produces a map revision; a human promotes it. The bag is +the source, the build parameters are the toolchain, and the revision is a build +artifact — so it is cheap to rebuild, and every rebuild names its exact inputs. + + pixi run map-build -- --bag ~/.mote/bags/mapping/20260802_142539 \\ + --site home --floor ground \\ + --baseline ~/.mote/sites/home/floors/ground/map + +The chain, which is what the 2026-08-02 flat session ran by hand: + +1. **solve** — lockstep replay of the whole bag under the committed *build* + parameters (``slam_toolbox_build_params.yaml``), through the harness that + already exists (``tools/bag_replay``). Minutes, not the bag's own duration. +2. **assemble** — the finished grid and the serialized posegraph, written out + in the layout ``save-map`` writes, because there is exactly one shape of + revision and the registry knows it. +3. **declutter** — ``sites.promote_cleaned``: the robot's own FFT structure + pass, not a copy of it. The raw map_saver-shaped image is kept. +4. **segment** — one polygon zone per room of the cleaned map. +5. **validate + score** — ``bundle.validate`` (hard: a revision that fails is + not emitted), then truth-free metrics diffed against a baseline revision + (soft: a regression is printed for the reviewer). +6. **package** — the revision directory plus the gzipped bundle the registry + accepts, and a build report. + +**Two steps of the design are not here, deliberately.** + +*Alignment* — measure the wall rotation, re-solve with it injected, keep the +better map — needs an estimator that can tell which map is better. The one in +the tree cannot: it called four of the 2026-08-02 solves square when they were +3.5–5.6° off (``docs/tuning/2026-09-01-alignment-residual.md``, task 615). A +re-solve is not a rigid rotation either, so the step is *undecidable* rather +than merely ungated, and building it on a measurement that cannot see would be +worse than not building it — the design says so in as many words. Until 615 +lands, birth-alignment is an operator's judgment: ``--frame X Y YAW``, recorded +in the revision's meta so the map stays reproducible. + +*Vocabulary carry-forward* is task 345. The build emits the segmenter's +placeholder room names and **reports** what the baseline floor was called, so +the gap is visible rather than silent. + +*Upload* needs a build identity (task 344): today's registry accepts candidate +uploads only from enrolled robots. The build therefore emits the packed bundle +locally and prints what will send it. +""" + +from __future__ import annotations + +import argparse +import shutil +import sys +from datetime import datetime, timezone +from pathlib import Path + +HERE = Path(__file__).resolve().parent +REPO = HERE.parents[2] +BAG_REPLAY = REPO / "mote_simulation" / "tools" / "bag_replay" +BUILD_PARAMS = REPO / "mote_bringup" / "config" / "slam_toolbox_build_params.yaml" + +sys.path.insert(0, str(REPO / "mote_bringup")) +sys.path.insert(0, str(REPO / "mote_simulation" / "tools" / "benchmark")) +sys.path.insert(0, str(BAG_REPLAY)) +sys.path.insert(0, str(HERE)) + +import build_report # noqa: E402 +import revision as rev # noqa: E402 + +LEG = "build" + + +def log(msg): + print(f"[map-build] {msg}", flush=True) + + +class BuildFailed(Exception): + """A gate the build must not walk past. Nothing is emitted.""" + + +def solve(bag: Path, params: Path, run_dir: Path, args) -> dict: + """Replay the whole bag through slam_toolbox, in lockstep. + + The harness is called in-process rather than re-implemented: it owns the + DDS isolation, the stack launch, the acceptance-chain feed and the + teardown, and a second copy of any of that would be a second thing to keep + in step with slam_toolbox. + """ + import replay + + replay_args = argparse.Namespace( + rate=1.0, + settle=args.settle, + max_scans=args.max_scans, + skip_secs=args.skip_secs, + stop_secs=args.stop_secs, + frame=args.frame, + lockstep=not args.paced, + boot_timeout=args.boot_timeout, + replay_timeout=args.replay_timeout, + ) + leg = replay.run_one(bag, params, LEG, "slam", run_dir, replay_args) + if leg is None: + raise BuildFailed( + f"the solve did not complete — see {run_dir / LEG}/stack.log and replay.log" + ) + if not leg.get("map_npz"): + raise BuildFailed("the solve produced no occupancy grid") + return leg + + +def assemble(leg: dict, rev_dir: Path) -> dict: + """The map pair and the posegraph, in the layout a revision has.""" + frame = rev.write_map_pair(leg["map_npz"], rev_dir) + copied = rev.copy_posegraph(Path(leg["map_npz"]).parent, rev_dir) + if len(copied) != 2: + raise BuildFailed( + "the solve serialized no posegraph — a revision without one cannot " + "be extended later, and the frame is unrecoverable (extend, don't remap)" + ) + return frame + + +def declutter(rev_dir: Path, enabled: bool) -> dict: + """The robot's own cleaning pass, so a built map and a saved one compare.""" + if not enabled: + return {"skipped": True} + from mote_bringup import sites + + return sites.promote_cleaned(rev_dir) + + +def segment(rev_dir: Path, site: str, floor: str, out_dir: Path) -> dict: + """One polygon zone per room of the cleaned map, plus an overlay to look at. + + Geometry only: the names are ``room_NN`` placeholders for the reviewer to + replace in the dashboard's zone editor. What a room is *called* is a fact + about the building that no map holds. + """ + import cv2 + + from mote_bringup.map_cleanup.room_segmentation import RoomParams, segment_rooms + from mote_bringup.map_cleanup.rooms_cli import ( + load_map, + make_overlay, + merge_into_zones, + ) + + occ, geometry = load_map(rev_dir / "map.yaml") + result = segment_rooms(occ, geometry, RoomParams()) + added, skipped = merge_into_zones( + rev_dir, + result.rooms, + site=site, + floor=floor, + # The coordinates are in the *build's* map frame, which is no robot's. + # zone/v0 wants the platform that holds the frame named; naming the + # builder is the true answer and keeps a robot from being blamed for + # poses it never drove to. + platform_id="map-build", + ) + overlay = out_dir / "rooms.png" + cv2.imwrite(str(overlay), make_overlay(occ, geometry, result)) + return { + "added": added, + "skipped": skipped, + "n_rooms": len(result.rooms), + "overlay": overlay.name, + } + + +def carry_forward(baseline_dir: Path | None) -> str: + """What the previous revision's places were called — reported, not rebound. + + Re-binding a floor's names onto new geometry is task 345. Doing it badly is + worse than not doing it: a name bound to the wrong room sends the robot to + the wrong room, and nothing downstream can tell. So the build says what was + lost and leaves the reviewer to rename in the editor. + """ + if baseline_dir is None: + return ( + "No baseline floor, so there were no names to carry forward. " + "(Carrying a floor's vocabulary across a rebuild is task 345.)" + ) + from mote_bringup import bundle + + try: + previous = bundle.read_floor(baseline_dir) + except bundle.BundleError: + return ( + f"`{baseline_dir}` has no zone documents, so there were no names to " + "carry forward. (Task 345.)" + ) + names = sorted(previous.get("zones", {})) + if not names: + return f"`{baseline_dir}` names no places. (Task 345.)" + return ( + f"**Not carried forward**: the baseline floor names {len(names)} place(s) — " + + ", ".join(f"`{name}`" for name in names) + + ". Re-binding them onto this map's rooms is task 345; until it lands " + "the reviewer renames the placeholders above in the dashboard's zone " + "editor, which is where a name is edited on a candidate anyway." + ) + + +def revision_metrics(revision_dir: Path) -> dict: + """Truth-free map metrics for the map a revision *serves*. + + Both sides of the build's diff go through here, and that is the point. The + replay leg carries map metrics too, but they describe the raw solve — the + image before the declutter pass — while a stored revision only ever keeps + the cleaned one. Scoring the candidate from the leg and the baseline from + disk compares two different artifacts: measured on the 2026-08-02 bag, that + reported the candidate's speckle as five times the baseline's when the two + *served* maps agree to a thousandth, and every number it printed invited a + reviewer to reject a good map. + + So the candidate is read back from its own pixels exactly as the baseline + is, each at the thresholds its own ``map.yaml`` declares. + """ + import cv2 + import numpy as np + + import metrics + from mote_bringup import bundle + + map_yaml = revision_dir / "map.yaml" + if not map_yaml.is_file(): + raise BuildFailed(f"{revision_dir} has no map.yaml") + meta = bundle.read_map(map_yaml) + image = cv2.imread(str(revision_dir / meta["image"]), cv2.IMREAD_GRAYSCALE) + if image is None: + raise BuildFailed(f"could not read {revision_dir / meta['image']}") + grid = rev.png_to_grid( + np.asarray(image), + int(meta.get("negate", 0)), + float(meta.get("free_thresh", rev.YAML_FREE_THRESH)), + float(meta.get("occupied_thresh", rev.YAML_OCC_THRESH)), + ) + return metrics.map_quality(grid, float(meta["resolution"])) + + +def resolve_baseline(argument: str | None) -> Path | None: + if not argument: + return None + path = Path(argument).expanduser().resolve() + if path.name == "map.yaml": + path = path.parent + if not path.is_dir(): + raise BuildFailed(f"baseline not found: {argument}") + return path + + +def main(argv=None) -> int: + parser = argparse.ArgumentParser( + prog="map-build", + description=__doc__, + formatter_class=argparse.RawDescriptionHelpFormatter, + ) + parser.add_argument("--bag", required=True, help="a recorded mapping bag directory") + parser.add_argument( + "--params", + default=str(BUILD_PARAMS), + help="slam_toolbox parameters (default: the committed build params)", + ) + parser.add_argument("--site", default="local", help="site the revision is for") + parser.add_argument("--floor", default="default", help="floor the revision is for") + parser.add_argument( + "--baseline", + default="", + help="a revision directory (or its map.yaml) to diff metrics and zone " + "names against — normally the floor's current map", + ) + parser.add_argument( + "--frame", + nargs=3, + type=float, + metavar=("X", "Y", "YAW_DEG"), + help="birth-align the map frame by this SE2. An operator's judgment " + "until task 615 lands an estimator the build can gate on; it is " + "recorded in the revision's meta either way.", + ) + parser.add_argument( + "--out", + default=str(REPO / "map_build_results"), + help="where the build lands (a UTC-stamped directory under this)", + ) + parser.add_argument( + "--no-clean", + action="store_true", + help="serve the raw solve rather than the declutter pass. For maps " + "built from ground-truth geometry, where the pass would strip thin " + "true walls — the same reason sim maps save with clean=False.", + ) + parser.add_argument( + "--no-segment", action="store_true", help="do not propose room zones" + ) + parser.add_argument( + "--paced", + action="store_true", + help="feed against the wall clock instead of in lockstep: a whole bag " + "costs what it cost to record. For a parameter set whose gates the " + "acceptance chain has not been validated against.", + ) + parser.add_argument("--settle", type=float, default=8.0) + parser.add_argument("--max-scans", type=int, default=0, help="0 = whole bag") + parser.add_argument("--skip-secs", type=float, default=0.0) + parser.add_argument("--stop-secs", type=float, default=0.0) + parser.add_argument("--boot-timeout", type=float, default=120.0) + parser.add_argument("--replay-timeout", type=float, default=7200.0) + args = parser.parse_args(argv) + + bag = Path(args.bag).expanduser().resolve() + params = Path(args.params).expanduser().resolve() + if not bag.is_dir(): + sys.exit(f"bag not found: {bag}") + if not params.is_file(): + sys.exit(f"param file not found: {params}") + + stamp = datetime.now(timezone.utc).strftime("%Y%m%dT%H%M%SZ") + out_dir = Path(args.out).expanduser() / stamp + out_dir.mkdir(parents=True, exist_ok=True) + revision_id = rev.new_revision_id() + rev_dir = out_dir / "revision" / revision_id + rev_dir.mkdir(parents=True) + log(f"results -> {out_dir}") + + import replay + + build = { + "revision": revision_id, + "built": stamp, + "out_dir": str(out_dir), + "revision_dir": str(rev_dir), + "site": args.site, + "floor": args.floor, + "stages": [], + "diff": [], + "images": [], + # Shaped before the first step that can fail, so a build that dies + # early still writes a report saying what it was asked to build. + "inputs": { + "bag": {"path": str(bag), "name": bag.name, "sha256": "", "files": []}, + "params": {"path": str(params), "sha256": ""}, + "frame": list(args.frame) if args.frame else None, + "feed": "paced" if args.paced else "lockstep", + "harness_commit": replay.git_commit(), + }, + } + stages = build["stages"] + + def stage(name, outcome, detail=""): + stages.append({"name": name, "outcome": outcome, "detail": str(detail)}) + log(f"{name}: {outcome}{f' — {detail}' if detail else ''}") + + try: + baseline_dir = resolve_baseline(args.baseline) + + log(f"digesting {bag.name}") + build["inputs"]["bag"] = dict(rev.digest_bag(bag), path=str(bag)) + build["inputs"]["params"]["sha256"] = rev.digest_file(params) + + leg = solve(bag, params, out_dir, args) + stage( + "solve", + "ok", + f"{leg['n_inserted']} pose-graph nodes from {leg['metrics']['n_scans']} " + f"scans in {leg.get('wall_s') or 0:.0f} s", + ) + + frame = assemble(leg, rev_dir) + origin = ", ".join(f"{value:.3f}" for value in frame["origin"]) + stage( + "assemble", + "ok", + f"{frame['width']}x{frame['height']} @ {frame['resolution']:.3f} m/px, " + f"origin ({origin})" + + ("" if frame["origin_yaw_recorded"] else " (origin yaw assumed 0)"), + ) + + clean = declutter(rev_dir, not args.no_clean) + if clean.get("skipped"): + stage("declutter", "skipped", "--no-clean: serving the raw solve") + elif clean.get("ok"): + stage( + "declutter", + "ok", + f"-{clean['removed']} cells, +{clean['added']}, wall directions " + f"{clean['directions_deg']}", + ) + else: + stage("declutter", "failed", f"{clean.get('error')}; serving raw") + + if args.no_segment: + zones = {"added": [], "skipped": [], "n_rooms": 0} + stage("segment", "skipped", "--no-segment") + else: + zones = segment(rev_dir, args.site, args.floor, out_dir) + stage("segment", "ok", f"{len(zones['added'])} room zone(s) proposed") + zones["carry_forward"] = carry_forward(baseline_dir) + stage("carry forward", "stub", "task 345 — names are reported, not rebound") + build["zones"] = zones + + meta = { + "schema": 1, + "saved": datetime.now(timezone.utc).strftime("%Y-%m-%dT%H:%M:%S"), + "built_by": "map-build", + "site": args.site, + "floor": args.floor, + "bag": build["inputs"]["bag"]["name"], + "bag_sha256": build["inputs"]["bag"]["sha256"], + "slam_params": params.name, + "slam_params_sha256": build["inputs"]["params"]["sha256"], + "frame": build["inputs"]["frame"], + "feed": build["inputs"]["feed"], + "harness_commit": build["inputs"]["harness_commit"], + "clean": clean, + } + rev.write_meta(rev_dir, meta) + + from mote_bringup import bundle + + report = bundle.validate(rev_dir) + build["validation"] = { + "summary": report.summary(), + "errors": list(report.errors), + "warnings": list(report.warnings), + "occupancy": report.occupancy, + } + if not report.ok: + stage("validate", "FAILED", report.summary()) + raise BuildFailed(f"the revision is not usable: {report.summary()}") + stage("validate", "ok", report.summary()) + + # The leg's own map metrics describe the raw solve; the served map is + # what a promotion publishes, so that is what is scored and diffed. + # ``loop`` comes from the leg either way — it is a property of the + # trajectory, and no image holds it. + candidate_metrics = dict(leg["metrics"], map=revision_metrics(rev_dir)) + candidate_metrics["map_raw"] = leg["metrics"].get("map", {}) + base_metrics = None + if baseline_dir is not None: + base_metrics = {"map": revision_metrics(baseline_dir)} + build["baseline"] = {"path": str(baseline_dir), "metrics": base_metrics} + build["metrics"] = candidate_metrics + build["angular"] = candidate_metrics["map"] + build["diff"] = build_report.compare(candidate_metrics, base_metrics) + worse = [ + row["metric"] for row in build["diff"] if row.get("verdict") == "worse" + ] + stage( + "score", + "ok", + f"{len(worse)} metric(s) worse than the baseline: {', '.join(worse)}" + if worse + else "no metric regressed against the baseline" + if base_metrics + else "no baseline to diff against", + ) + + blob = bundle.pack(rev_dir) + bundle_path = out_dir / f"{revision_id}.tar.gz" + bundle_path.write_bytes(blob) + stage( + "package", + "ok", + f"{bundle_path.name}, {len(blob)} bytes, {bundle.digest(blob)[:23]}…", + ) + + for name, caption in ( + ("map.png", "Built map (served)"), + ("map_raw.png", "Raw solve"), + ("diagnostics.png", "Declutter diagnostics"), + ): + source = rev_dir / name + if source.is_file(): + shutil.copyfile(source, out_dir / name) + build["images"].append((caption, name)) + if zones.get("overlay"): + build["images"].append(("Proposed rooms", zones["overlay"])) + + build["verdict"] = "candidate emitted" + build["verdict_detail"] = ( + f"`{rev_dir}` — validated, packed as `{bundle_path.name}`" + ) + build["next"] = ( + f"Review the map above, then upload `{bundle_path.name}` to the " + f"registry as a candidate for `{args.site}/{args.floor}`. The upload " + "route accepts enrolled robots only, so a builder needs a credential " + "of its own — that is task 344; until it lands, a robot at the site " + "can side-load the revision directory into its floor and " + "`pixi run publish-map --revision " + f"{revision_id}`. Promotion is unchanged: an operator's audited " + "call, in the dashboard or `fleetctl promote`." + ) + status = 0 + except BuildFailed as failure: + build.setdefault( + "validation", {"summary": "not reached", "errors": [], "warnings": []} + ) + build["verdict"] = "build failed" + build["verdict_detail"] = str(failure) + build["next"] = "Nothing was emitted. Fix the above and re-run." + log(f"FAILED: {failure}") + status = 1 + + path = build_report.write(out_dir, build) + log(f"wrote {path}") + if status == 0: + log(f"candidate {revision_id} -> {rev_dir}") + return status + + +if __name__ == "__main__": + sys.exit(main()) diff --git a/mote_simulation/tools/map_build/revision.py b/mote_simulation/tools/map_build/revision.py new file mode 100644 index 0000000..a8c3378 --- /dev/null +++ b/mote_simulation/tools/map_build/revision.py @@ -0,0 +1,185 @@ +"""A solved replay leg, turned into a site-bundle map revision. + +``save-map`` writes a revision from a *running* mapping session: it asks +``map_saver_cli`` for the map pair and slam_toolbox for the posegraph, promotes +the decluttered image over the raw one, and stamps a ``meta.yaml``. An offline +build has the same two artifacts — the finished grid and the serialized graph — +and has to write the same layout, because the registry, ``bundle.validate`` and +every consumer downstream know exactly one shape of revision. + +So this module writes the map pair and the meta, and the *cleaning* is +``sites.promote_cleaned`` itself rather than a copy of it: a build whose +declutter pass differed from the robot's would produce maps that cannot be +compared with the ones already published. + +Nothing here imports ROS. The grid arrives as the ``map.npz`` the replay +harness wrote, so a revision can be assembled — and this module tested — on a +machine with no ROS on it at all. +""" + +from __future__ import annotations + +import hashlib +import time +from pathlib import Path + +import numpy as np +import yaml + +# Two scales, and confusing them writes a map whose unknown space reads back as +# free — which is to say, as somewhere Nav2 may plan straight through. +# +# GRID_* classify the incoming ``OccupancyGrid``: 0..100 probability, -1 +# unknown. These are the values ``map_saver``, ``render.py`` and the benchmark's +# ``map_quality`` all split occupancy at, so a built map's pixels agree with +# every other reading of the same grid. +GRID_FREE_MAX = 25 +GRID_OCC_MIN = 65 + +# YAML_* are what ``map.yaml`` declares, on ``map_server``'s ``p = (255 - +# shade) / 255`` scale: free below the first, occupied above the second, +# unknown in between. The three shades written below land at p = 0.004, 0.196 +# and 1.0, so these sit with room on both sides. +# +# ``map_saver`` writes 0.196 for the free threshold, which is the unknown +# shade's own p value to five decimals — the read-back is then correct by +# 8e-5, and a grey pixel one shade lighter is free space. A build writes the +# same three shades with a threshold that is not deciding the map on a +# rounding, and picks the pair ``bundle.occupancy`` already counts at. +YAML_FREE_THRESH = 0.100 +YAML_OCC_THRESH = 0.650 + +FREE_PX = 254 +UNKNOWN_PX = 205 +OCCUPIED_PX = 0 + + +def grid_to_png_array(grid: np.ndarray) -> np.ndarray: + """ROS occupancy grid -> the greyscale image ``map_saver`` would write. + + Occupied black, free white, unknown grey, north up: the grid's row 0 is the + bottom of the world, an image's row 0 is the top. + """ + image = np.full(grid.shape, UNKNOWN_PX, dtype=np.uint8) + decided = grid >= 0 + image[decided & (grid <= GRID_FREE_MAX)] = FREE_PX + image[grid >= GRID_OCC_MIN] = OCCUPIED_PX + return np.flipud(image) + + +def png_to_grid( + image: np.ndarray, + negate: int = 0, + free_thresh: float = YAML_FREE_THRESH, + occupied_thresh: float = YAML_OCC_THRESH, +) -> np.ndarray: + """The inverse, as ``map_server`` reads a saved map back. + + Wanted for the baseline side of the build's metric diff: the revision a + candidate is compared against is on disk as pixels, and the metrics take + grids. The thresholds come from that revision's own ``map.yaml``, because a + map saved by a robot declares ``map_saver``'s and not these. + """ + values = image.astype(np.float64) if negate else 255.0 - image.astype(np.float64) + p = values / 255.0 + grid = np.full(image.shape, -1, dtype=np.int16) + grid[p < free_thresh] = 0 + grid[p > occupied_thresh] = 100 + return np.flipud(grid) + + +def write_map_pair(npz_path, rev_dir) -> dict: + """Write ``map.png`` + ``map.yaml`` from a replay leg's captured grid. + + Returns the frame — resolution, origin, size — for the build report. + """ + import cv2 + + rev_dir = Path(rev_dir) + rev_dir.mkdir(parents=True, exist_ok=True) + data = np.load(npz_path) + grid = data["grid"] + resolution = float(data["resolution"]) + ox, oy = (float(v) for v in data["origin"]) + # Harness output from before the origin yaw was recorded has none. It has + # always been zero in practice, but a build must not assume it: a dropped + # origin yaw moves every zone on the floor and leaves the map looking + # perfectly good, so the absence is written into the report as well. + yaw = float(data["origin_yaw"]) if "origin_yaw" in data.files else 0.0 + + cv2.imwrite(str(rev_dir / "map.png"), grid_to_png_array(grid)) + (rev_dir / "map.yaml").write_text( + "image: map.png\n" + "mode: trinary\n" + f"resolution: {resolution:.3f}\n" + f"origin: [{ox:.3f}, {oy:.3f}, {yaw:.6f}]\n" + "negate: 0\n" + f"occupied_thresh: {YAML_OCC_THRESH}\n" + f"free_thresh: {YAML_FREE_THRESH}\n" + ) + return { + "width": int(grid.shape[1]), + "height": int(grid.shape[0]), + "resolution": resolution, + "origin": [ox, oy, yaw], + "origin_yaw_recorded": "origin_yaw" in data.files, + } + + +def copy_posegraph(set_dir, rev_dir) -> list[str]: + """Put the leg's serialized graph in beside its map. + + A revision without it navigates and cannot be *extended* — the frame is + lost, and with it every zone taught in it — so the build treats a missing + graph as a failure rather than a warning, and this reports what it found. + """ + set_dir, rev_dir = Path(set_dir), Path(rev_dir) + copied = [] + for name in ("map.posegraph", "map.data"): + source = set_dir / name + if source.is_file(): + (rev_dir / name).write_bytes(source.read_bytes()) + copied.append(name) + return copied + + +def new_revision_id() -> str: + """The shape ``sites._new_revision_dir`` mints: revisions sort by name, and + a build's has to sort beside a robot's.""" + return time.strftime("%Y%m%dT%H%M%S") + + +def digest_bag(bag_dir) -> dict: + """A mapping bag's identity: every file, its size, and one digest over all. + + The bag is the build's source, so "which bag" has to mean the bytes and not + a directory name anybody can re-use. Cheap enough to always do: a 184 MB + bag hashes in under a second. + """ + bag_dir = Path(bag_dir) + files = sorted(p for p in bag_dir.iterdir() if p.is_file()) + whole = hashlib.sha256() + members = [] + for path in files: + each = hashlib.sha256() + with path.open("rb") as handle: + for chunk in iter(lambda: handle.read(1 << 20), b""): + each.update(chunk) + whole.update(chunk) + whole.update(path.name.encode()) + members.append( + { + "name": path.name, + "bytes": path.stat().st_size, + "sha256": each.hexdigest(), + } + ) + return {"name": bag_dir.name, "sha256": whole.hexdigest(), "files": members} + + +def digest_file(path) -> str: + return hashlib.sha256(Path(path).read_bytes()).hexdigest() + + +def write_meta(rev_dir, meta: dict) -> None: + Path(rev_dir, "meta.yaml").write_text(yaml.safe_dump(meta, sort_keys=False)) diff --git a/mote_simulation/tools/map_build/test_map_build.py b/mote_simulation/tools/map_build/test_map_build.py new file mode 100755 index 0000000..3512dc6 --- /dev/null +++ b/mote_simulation/tools/map_build/test_map_build.py @@ -0,0 +1,268 @@ +#!/usr/bin/env python3 +"""Unit tests for the map-build orchestrator's ROS-free half. + + python mote_simulation/tools/map_build/test_map_build.py + +What is covered is what a wrong answer would be *silent* about: the pixel +convention a revision's map is written in (get it inverted and the map still +renders, mirrored, with every wall where free space was), the origin that lands +in ``map.yaml``, the baseline reader that has to invert the same convention, +and the metric diff's direction — where "lower is better" is data and reading +it the wrong way round would print `better` over a regression. + +The solve itself needs slam_toolbox and a real bag, and is exercised by +``pixi run map-build``, not from here. +""" + +from __future__ import annotations + +import sys +import tempfile +import unittest +from pathlib import Path + +import numpy as np + +HERE = Path(__file__).resolve().parent +REPO = HERE.parents[2] +sys.path.insert(0, str(REPO / "mote_bringup")) +sys.path.insert(0, str(HERE)) + +import build_report # noqa: E402 +import revision as rev # noqa: E402 + + +def sample_grid() -> np.ndarray: + """A 4x6 grid with one of each cell class, and an asymmetric top and bottom + so a vertical flip cannot pass unnoticed.""" + grid = np.full((4, 6), -1, dtype=np.int16) + grid[0, :] = 0 # free along the bottom row of the world + grid[3, :] = 100 # occupied along the top + grid[1, 2] = 100 + return grid + + +class MapPixels(unittest.TestCase): + def test_grid_to_png_uses_map_saver_values(self): + image = rev.grid_to_png_array(sample_grid()) + # Row 0 of the image is the *top* of the world, i.e. grid row 3. + self.assertTrue((image[0] == rev.OCCUPIED_PX).all()) + self.assertTrue((image[-1] == rev.FREE_PX).all()) + self.assertEqual(image[2, 2], rev.OCCUPIED_PX) + self.assertEqual(image[1, 0], rev.UNKNOWN_PX) + + def test_png_to_grid_inverts_it(self): + grid = sample_grid() + back = rev.png_to_grid(rev.grid_to_png_array(grid)) + # The trinary round trip is exact on class, not on value: a cell at 100 + # comes back as 100, one at 0 as 0, unknown as -1. + self.assertTrue(((back >= 0) == (grid >= 0)).all()) + self.assertTrue(((back == 100) == (grid == 100)).all()) + self.assertTrue(((back == 0) == (grid == 0)).all()) + + def test_the_declared_thresholds_read_the_written_shades_back(self): + """The bug this exists to stop: unknown space read back as free, i.e. as + somewhere the planner may drive straight through.""" + for shade, expected in ( + (rev.FREE_PX, 0), + (rev.UNKNOWN_PX, -1), + (rev.OCCUPIED_PX, 100), + ): + back = rev.png_to_grid(np.full((1, 1), shade, dtype=np.uint8)) + self.assertEqual(int(back[0, 0]), expected, f"shade {shade}") + + def test_grid_classes_split_where_every_other_reader_splits(self): + grid = np.array([[rev.GRID_FREE_MAX, rev.GRID_OCC_MIN, 50]]) + image = rev.grid_to_png_array(grid) + self.assertEqual(list(image[0]), [rev.FREE_PX, rev.OCCUPIED_PX, rev.UNKNOWN_PX]) + + +class MapPair(unittest.TestCase): + def write(self, tmp: Path, **extra): + npz = tmp / "map.npz" + np.savez_compressed( + npz, + grid=sample_grid(), + resolution=np.float64(0.05), + origin=np.array([-1.25, -2.5]), + **extra, + ) + return rev.write_map_pair(npz, tmp / "revision") + + def test_map_yaml_carries_the_frame(self): + with tempfile.TemporaryDirectory() as raw: + tmp = Path(raw) + frame = self.write(tmp, origin_yaw=np.float64(0.25)) + text = (tmp / "revision" / "map.yaml").read_text() + self.assertIn("image: map.png", text) + self.assertIn("resolution: 0.050", text) + self.assertIn("origin: [-1.250, -2.500, 0.250000]", text) + self.assertEqual(frame["width"], 6) + self.assertEqual(frame["height"], 4) + self.assertTrue(frame["origin_yaw_recorded"]) + + def test_a_missing_origin_yaw_is_zero_and_says_so(self): + """Harness output from before the yaw was recorded must not read as a + measured zero: the report says which it was.""" + with tempfile.TemporaryDirectory() as raw: + tmp = Path(raw) + frame = self.write(tmp) + self.assertIn( + "origin: [-1.250, -2.500, 0.000000]", + (tmp / "revision" / "map.yaml").read_text(), + ) + self.assertFalse(frame["origin_yaw_recorded"]) + + def test_the_pair_passes_the_bundle_validator(self): + """The whole point of writing this layout: the registry accepts it.""" + from mote_bringup import bundle + + with tempfile.TemporaryDirectory() as raw: + tmp = Path(raw) + self.write(tmp, origin_yaw=np.float64(0.0)) + rev_dir = tmp / "revision" + for name in bundle.CONTINUABLE: + (rev_dir / name).write_bytes(b"posegraph bytes") + rev.write_meta(rev_dir, {"schema": 1, "saved": "2026-09-01T00:00:00"}) + report = bundle.validate(rev_dir) + self.assertEqual(report.errors, []) + + +class ServedMap(unittest.TestCase): + """The candidate is scored from the map it will publish, not from the solve. + + A revision keeps two images — the raw solve and the decluttered one it + serves — and only the second is ever published. Reading the wrong one puts + the raw map's speckle beside a baseline's cleaned figure and prints a + regression that is not there. + """ + + def test_revision_metrics_reads_the_image_map_yaml_names(self): + import cv2 + + sys.path.insert(0, str(REPO / "mote_simulation" / "tools" / "map_build")) + sys.path.insert(0, str(REPO / "mote_simulation" / "tools" / "benchmark")) + import map_build + + with tempfile.TemporaryDirectory() as raw: + rev_dir = Path(raw) / "20260901T120000" + npz = Path(raw) / "map.npz" + np.savez_compressed( + npz, + grid=sample_grid(), + resolution=np.float64(0.05), + origin=np.array([0.0, 0.0]), + origin_yaw=np.float64(0.0), + ) + rev.write_map_pair(npz, rev_dir) + served = rev_dir / "map.png" + # The raw image is deliberately the opposite of the served one: a + # reader that took map_raw.png would report every cell inverted. + cv2.imwrite( + str(rev_dir / "map_raw.png"), + 255 - cv2.imread(str(served), cv2.IMREAD_GRAYSCALE), + ) + scored = map_build.revision_metrics(rev_dir) + self.assertAlmostEqual(scored["occ_frac"], 7 / 24) + + +class BagIdentity(unittest.TestCase): + def test_digest_covers_content_and_names(self): + with tempfile.TemporaryDirectory() as raw: + bag = Path(raw) / "20260802_142539" + bag.mkdir() + (bag / "a_0.mcap").write_bytes(b"one") + (bag / "metadata.yaml").write_text("version: 9\n") + first = rev.digest_bag(bag) + self.assertEqual(first["name"], "20260802_142539") + self.assertEqual( + [f["name"] for f in first["files"]], ["a_0.mcap", "metadata.yaml"] + ) + + # Same bytes, different file name: a different bag. + (bag / "a_0.mcap").rename(bag / "b_0.mcap") + self.assertNotEqual(rev.digest_bag(bag)["sha256"], first["sha256"]) + + +class Diff(unittest.TestCase): + def test_direction_decides_better_from_worse(self): + candidate = {"map": {"speckle_frac": 0.10, "explored_area_m2": 50.0}} + baseline = {"map": {"speckle_frac": 0.20, "explored_area_m2": 80.0}} + rows = {row["metric"]: row for row in build_report.compare(candidate, baseline)} + # Less speckle is better; less explored area is worse. + self.assertEqual(rows["map.speckle_frac"]["verdict"], "better") + self.assertEqual(rows["map.explored_area_m2"]["verdict"], "worse") + + def test_a_change_inside_the_deadband_is_the_same(self): + candidate = {"map": {"speckle_frac": 0.2 * (1 + build_report.DEADBAND / 2)}} + rows = { + row["metric"]: row + for row in build_report.compare(candidate, {"map": {"speckle_frac": 0.2}}) + } + self.assertEqual(rows["map.speckle_frac"]["verdict"], "same") + + def test_no_baseline_reports_the_candidate_and_no_verdict(self): + rows = build_report.compare({"map": {"speckle_frac": 0.1}}, None) + self.assertEqual(len(rows), 1) + self.assertNotIn("verdict", rows[0]) + self.assertNotIn("baseline", rows[0]) + + def test_canvas_dependent_metrics_are_not_diffed(self): + """Two metrics ``map_quality`` reports must not appear as ranked rows. + + ``angular_support_deg`` is confounded by coverage; ``unknown_frac`` is a + fraction of the grid, so a candidate whose bounding box is a few pixels + wider reads worse on it while covering more floor. Either one printed + beside a `worse` invites a reviewer to reject a map for a reason that is + not about the map. + """ + diffed = [metric for metric, _, _ in build_report.DIFFED] + self.assertNotIn("map.angular_support_deg", diffed) + self.assertNotIn("map.unknown_frac", diffed) + + +class Report(unittest.TestCase): + def minimal(self) -> dict: + return { + "revision": "20260901T120000", + "built": "20260901T120000Z", + "verdict": "candidate emitted", + "verdict_detail": "somewhere", + "inputs": { + "bag": {"path": "/bags/x", "sha256": "abc", "files": [{"bytes": 3}]}, + "params": {"path": "/p.yaml", "sha256": "def"}, + "frame": None, + "feed": "lockstep", + "harness_commit": "cafe", + }, + "stages": [{"name": "solve", "outcome": "ok", "detail": "186 nodes"}], + "validation": {"summary": "valid", "errors": [], "warnings": []}, + "diff": build_report.compare({"map": {"speckle_frac": 0.1}}, None), + "angular": {"frames": [], "n_peaks": 0}, + "zones": {"added": ["room_01"], "carry_forward": "nothing to carry"}, + "images": [], + "next": "upload it", + } + + def test_markdown_renders_without_a_baseline(self): + text = build_report.build_markdown(self.minimal()) + self.assertIn("# Map build 20260901T120000", text) + self.assertIn("No baseline given", text) + self.assertIn("room_01", text) + + def test_markdown_names_the_alignment_gap(self): + """A reviewer must not read 'no alignment step' as 'the map is square'.""" + text = build_report.build_markdown(self.minimal()) + self.assertIn("does **not** align the map frame", text) + self.assertIn("615", text) + + def test_a_failed_build_still_renders(self): + build = self.minimal() + build["verdict"] = "build failed" + build["validation"] = {"summary": "not reached", "errors": [], "warnings": []} + build["diff"] = [] + self.assertIn("build failed", build_report.build_markdown(build)) + + +if __name__ == "__main__": + unittest.main(verbosity=2) diff --git a/pixi.toml b/pixi.toml index ff3f94e..3e8e20b 100644 --- a/pixi.toml +++ b/pixi.toml @@ -107,6 +107,12 @@ site = "ros2 run mote_bringup site" # pixi run bag-replay -- --bag ~/.mote/bags/mapping/ --params a.yaml b.yaml bag-replay = "python mote_simulation/tools/bag_replay/replay.py" +# Mapping pipeline stage 2: a mapping bag in, a reviewable map candidate out — +# solve, declutter, segment, validate, score, package. Needs no robot and no +# live SLAM session; the bag is the source and the revision is a build artifact. +# pixi run map-build -- --bag ~/.mote/bags/mapping/ --site home --floor ground +map-build = "python mote_simulation/tools/map_build/map_build.py" + # Quick launch commands launch = "ros2 launch mote_bringup mote_launch.py" mapping = "ros2 launch mote_bringup mapping_launch.py"