commit 54a01625cef8d571cbb2123a5aa34ea0f1c1ce19
Author: K. Isom <kyle@imap.cc>
Date:   Wed Jun 24 14:09:11 2026 -0700

    Initial commit: CloudView generic networked point-cloud viewer
    
    Standalone Open3D viewer that listens on a TCP/Unix socket and renders NDJSON point-cloud streams from any producer. Decoupled server/protocol/store layers (no Open3D dependency, testable headless) plus a lazy Open3D render loop.
    
    Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>

diff --git a/.gitignore b/.gitignore
new file mode 100644
index 0000000..70d3e5a
--- /dev/null
+++ b/.gitignore
@@ -0,0 +1,4 @@
+.venv/
+__pycache__/
+*.pyc
+.cache/
diff --git a/README.md b/README.md
new file mode 100644
index 0000000..5f68953
--- /dev/null
+++ b/README.md
@@ -0,0 +1,88 @@
+# CloudView
+
+A small, **generic** point-cloud viewer. It listens on a socket, accepts
+newline-delimited JSON (NDJSON) from any number of producers, and renders the
+combined cloud in an interactive [Open3D](https://www.open3d.org/) window. It is
+not tied to any one robot: anything that can write JSON lines to a socket — a
+Crazyflie, a rover, a LIDAR rig, a log replay — gets live 3D visualization for
+free.
+
+RangeView is the first producer (its 2D map stays the at-a-glance live
+diagnostic; the full 3D cloud is streamed here), but the wire format is the only
+contract, so other systems can feed the same viewer.
+
+```
+   producers (any language)                    viewer
+  ┌───────────────────────┐   NDJSON over    ┌──────────────────────┐
+  │ rangeview  ───────────┼── tcp:// ────────▶ CloudView (Open3D)   │
+  │ rover-2    ───────────┼── unix:// ───────▶  - merges all sources │
+  │ lidar-rig  ───────────┼──────────────────▶  - colour by height   │
+  └───────────────────────┘                  └──────────────────────┘
+```
+
+## Install & run
+
+```sh
+# with uv (resolves from the committed uv.lock)
+uv run main.py                             # listen on tcp://127.0.0.1:9870
+uv run main.py -l tcp://0.0.0.0:9870       # accept from other machines
+
+# or a plain venv
+python -m venv .venv && . .venv/bin/activate
+pip install -r requirements.txt            # open3d + numpy
+python -m cloudview
+```
+
+Listen addresses (repeatable, TCP and/or Unix):
+
+```sh
+uv run main.py -l tcp://0.0.0.0:9870 -l unix:///tmp/cloud.sock
+```
+
+Viewer keys: **C** toggle colour (by height / per-source), **R** refit the
+camera, **B** cycle background, mouse to orbit/zoom/pan.
+
+## Wire protocol (NDJSON)
+
+One JSON object per line over a stream socket. `source` keys a distinct cloud,
+so one viewer shows several robots at once. Coordinates are floats in whatever
+frame the producer uses.
+
+| message | fields | effect |
+|---------|--------|--------|
+| `hello` | `source`, `name` | announce/label a stream |
+| `points` | `source`, `points` (`[[x,y,z],...]`), `frame`, `color` (optional `[r,g,b]` 0..1) | append a batch |
+| `clear` | `source` | drop that source's cloud |
+| `pose` | `source`, `position` `[x,y,z]`, `yaw` (deg) | record robot pose |
+
+Points are batched per message to keep overhead low. If a source supplies no
+`color`, the viewer colours its points by height; otherwise the given colour is
+used as a solid.
+
+### Producing from any language
+
+It is just JSON lines — test it with `nc`:
+
+```sh
+printf '%s\n' \
+  '{"type":"hello","source":"demo","name":"nc test"}' \
+  '{"type":"points","source":"demo","points":[[0,0,0],[1,0,0.5],[0,1,1]]}' \
+  | nc 127.0.0.1 9870
+```
+
+Python producers can reuse RangeView's `cloud_publisher.CloudPublisher` (a
+non-blocking client with auto-reconnect and full-cloud replay), or just write
+`json.dumps(msg) + "\n"` to a socket.
+
+## Layout
+
+- `cloudview/protocol.py` - NDJSON encode/decode + address parsing.
+- `cloudview/store.py` - thread-safe per-source cloud store.
+- `cloudview/server.py` - TCP/Unix socket server; one reader thread per producer.
+- `cloudview/viewer.py` - Open3D render loop (height/per-source colouring).
+- `cloudview/app.py` - CLI entry point.
+
+Networking and rendering are decoupled: the server fills the store from any
+producer; the viewer polls the store and rebuilds geometry only when it changes.
+The server/protocol layers have no Open3D dependency, so they are testable
+headless.
diff --git a/cloudview/__init__.py b/cloudview/__init__.py
new file mode 100644
index 0000000..d2f7baf
--- /dev/null
+++ b/cloudview/__init__.py
@@ -0,0 +1,3 @@
+"""cloudview: a generic networked point-cloud viewer (NDJSON over a socket)."""
+
+__version__ = "0.1.0"
diff --git a/cloudview/__main__.py b/cloudview/__main__.py
new file mode 100644
index 0000000..0399bb8
--- /dev/null
+++ b/cloudview/__main__.py
@@ -0,0 +1,6 @@
+"""Allow `python -m cloudview`."""
+
+from .app import main
+
+if __name__ == "__main__":
+    main()
diff --git a/cloudview/app.py b/cloudview/app.py
new file mode 100644
index 0000000..4098304
--- /dev/null
+++ b/cloudview/app.py
@@ -0,0 +1,47 @@
+"""Entry point: start the socket server, then run the Open3D viewer.
+
+    python -m cloudview                          # listen on tcp://127.0.0.1:9870
+    python -m cloudview -l tcp://0.0.0.0:9870     # accept from other machines
+    python -m cloudview -l unix:///tmp/cloud.sock # local Unix socket
+    python -m cloudview -l tcp://0.0.0.0:9870 -l unix:///tmp/cloud.sock  # both
+"""
+
+from __future__ import annotations
+
+import argparse
+import logging
+
+from .protocol import DEFAULT_TCP
+from .server import CloudServer
+from .store import CloudStore
+from .viewer import run_viewer
+
+
+def main() -> None:
+    ap = argparse.ArgumentParser(
+        description="Generic networked point-cloud viewer (NDJSON over a "
+                    "stream socket).")
+    ap.add_argument("-l", "--listen", action="append", metavar="ADDR",
+                    help="address to listen on (tcp://host:port or "
+                         "unix:///path); repeatable. Default tcp://127.0.0.1:9870")
+    ap.add_argument("--max-points", type=int, default=500_000,
+                    help="cap per source before oldest points are dropped")
+    ap.add_argument("-v", "--verbose", action="store_true")
+    args = ap.parse_args()
+
+    logging.basicConfig(
+        level=logging.DEBUG if args.verbose else logging.INFO,
+        format="%(asctime)s %(levelname).1s %(name)s: %(message)s",
+        datefmt="%H:%M:%S")
+
+    store = CloudStore(max_points_per_source=args.max_points)
+    server = CloudServer(store, args.listen or [DEFAULT_TCP])
+    server.start()
+    try:
+        run_viewer(store)
+    finally:
+        server.stop()
+
+
+if __name__ == "__main__":
+    main()
diff --git a/cloudview/protocol.py b/cloudview/protocol.py
new file mode 100644
index 0000000..09e04d3
--- /dev/null
+++ b/cloudview/protocol.py
@@ -0,0 +1,76 @@
+"""NDJSON wire protocol for the generic point-cloud stream.
+
+One JSON object per line over a stream socket (TCP or Unix domain). Newline
+delimited so it is language-agnostic, debuggable with ``nc``, and trivial to
+emit from any system. Message types (``source`` keys a distinct cloud, so one
+viewer can show several robots at once):
+
+    {"type":"hello","source":"<id>","name":"<label>"}
+    {"type":"points","source":"<id>","frame":"world",
+     "points":[[x,y,z], ...], "color":[r,g,b]}      # color optional, 0..1
+    {"type":"clear","source":"<id>"}
+    {"type":"pose","source":"<id>","position":[x,y,z],"yaw":<deg>}
+
+Coordinates are floats in whatever frame the producer chooses (RangeView uses a
+world frame with the origin at the estimator reset, +x forward, +y left, +z up).
+Points are batched per message to keep per-line overhead low.
+"""
+
+from __future__ import annotations
+
+import json
+
+DEFAULT_TCP_PORT = 9870
+DEFAULT_TCP = f"tcp://127.0.0.1:{DEFAULT_TCP_PORT}"
+
+
+def encode(msg: dict) -> bytes:
+    """Serialise one message to a single NDJSON line (bytes)."""
+    return (json.dumps(msg, separators=(",", ":")) + "\n").encode("utf-8")
+
+
+class LineDecoder:
+    """Accumulate stream bytes and yield parsed JSON objects per newline."""
+
+    def __init__(self, max_line: int = 64 * 1024 * 1024) -> None:
+        self._buf = bytearray()
+        self._max = max_line
+
+    def feed(self, data: bytes) -> list[dict]:
+        """Add received bytes; return any newly-complete messages (in order).
+
+        Blank lines are skipped; a malformed line raises ValueError so the caller
+        can drop the connection.
+        """
+        self._buf.extend(data)
+        if len(self._buf) > self._max:
+            raise ValueError("NDJSON line exceeded maximum length")
+        out: list[dict] = []
+        while True:
+            nl = self._buf.find(b"\n")
+            if nl < 0:
+                break
+            line = bytes(self._buf[:nl]).strip()
+            del self._buf[:nl + 1]
+            if line:
+                out.append(json.loads(line.decode("utf-8")))
+        return out
+
+
+def parse_address(addr: str) -> tuple[str, str, int | None]:
+    """Parse an address into ('tcp', host, port) or ('unix', path, None).
+
+    Accepts ``tcp://host:port``, ``unix:///abs/path`` (or ``unix:/path``), and a
+    bare ``host:port`` (treated as TCP).
+    """
+    if addr.startswith("tcp://"):
+        host, _, port = addr[len("tcp://"):].partition(":")
+        return ("tcp", host or "127.0.0.1", int(port or DEFAULT_TCP_PORT))
+    if addr.startswith("unix://"):
+        return ("unix", addr[len("unix://"):], None)
+    if addr.startswith("unix:"):
+        return ("unix", addr[len("unix:"):], None)
+    if ":" in addr:
+        host, _, port = addr.partition(":")
+        return ("tcp", host or "127.0.0.1", int(port))
+    raise ValueError(f"unrecognised address: {addr!r}")
diff --git a/cloudview/server.py b/cloudview/server.py
new file mode 100644
index 0000000..f3c6929
--- /dev/null
+++ b/cloudview/server.py
@@ -0,0 +1,113 @@
+"""Stream-socket server that feeds a CloudStore from NDJSON producers.
+
+Listens on one or more addresses (TCP and/or Unix), accepts any number of
+producers concurrently, and applies their messages to a shared store. All
+networking is on background threads; the render loop reads the store separately.
+"""
+
+from __future__ import annotations
+
+import logging
+import os
+import socket
+import threading
+
+from .protocol import LineDecoder, parse_address
+from .store import CloudStore
+
+logger = logging.getLogger(__name__)
+
+
+class CloudServer:
+    def __init__(self, store: CloudStore, addresses: list[str]) -> None:
+        self._store = store
+        self._addresses = addresses
+        self._listeners: list[socket.socket] = []
+        self._unix_paths: list[str] = []
+        self._stop = threading.Event()
+        # Actual bound endpoints (resolves ephemeral ":0" ports for callers/tests).
+        self.bound: list[tuple[str, str, int | None]] = []
+
+    def start(self) -> None:
+        for addr in self._addresses:
+            kind, a, b = parse_address(addr)
+            if kind == "tcp":
+                sock = socket.socket(socket.AF_INET, socket.SOCK_STREAM)
+                sock.setsockopt(socket.SOL_SOCKET, socket.SO_REUSEADDR, 1)
+                sock.bind((a, b))
+                host, port = sock.getsockname()[:2]
+                self.bound.append(("tcp", host, port))
+            else:
+                # Replace a stale socket file from a prior run.
+                if os.path.exists(a):
+                    os.unlink(a)
+                sock = socket.socket(socket.AF_UNIX, socket.SOCK_STREAM)
+                sock.bind(a)
+                self._unix_paths.append(a)
+                self.bound.append(("unix", a, None))
+            sock.listen(8)
+            sock.settimeout(0.5)
+            self._listeners.append(sock)
+            threading.Thread(target=self._accept_loop, args=(sock, addr),
+                             name=f"accept[{addr}]", daemon=True).start()
+            logger.info("listening on %s", addr)
+
+    def _accept_loop(self, listener: socket.socket, addr: str) -> None:
+        while not self._stop.is_set():
+            try:
+                conn, _ = listener.accept()
+            except socket.timeout:
+                continue
+            except OSError:
+                break
+            threading.Thread(target=self._serve_client, args=(conn, addr),
+                             name=f"client[{addr}]", daemon=True).start()
+
+    def _serve_client(self, conn: socket.socket, addr: str) -> None:
+        logger.info("producer connected on %s", addr)
+        conn.settimeout(1.0)
+        decoder = LineDecoder()
+        try:
+            while not self._stop.is_set():
+                try:
+                    data = conn.recv(65536)
+                except socket.timeout:
+                    continue
+                if not data:
+                    break
+                for msg in decoder.feed(data):
+                    self._apply(msg)
+        except Exception:
+            logger.exception("error serving producer on %s", addr)
+        finally:
+            conn.close()
+            logger.info("producer disconnected (%s)", addr)
+
+    def _apply(self, msg: dict) -> None:
+        kind = msg.get("type")
+        source = msg.get("source", "default")
+        if kind == "points":
+            self._store.add_points(source, msg.get("points", []),
+                                   msg.get("color"))
+        elif kind == "hello":
+            self._store.hello(source, msg.get("name"))
+        elif kind == "clear":
+            self._store.clear(source)
+        elif kind == "pose":
+            self._store.set_pose(source, msg.get("position", [0, 0, 0]),
+                                 msg.get("yaw"))
+        else:
+            logger.debug("ignoring unknown message type %r", kind)
+
+    def stop(self) -> None:
+        self._stop.set()
+        for sock in self._listeners:
+            try:
+                sock.close()
+            except OSError:
+                pass
+        for path in self._unix_paths:
+            try:
+                os.unlink(path)
+            except OSError:
+                pass
diff --git a/cloudview/store.py b/cloudview/store.py
new file mode 100644
index 0000000..adda65a
--- /dev/null
+++ b/cloudview/store.py
@@ -0,0 +1,76 @@
+"""Thread-safe store of point clouds, keyed by source.
+
+Network reader threads write into it; the render loop reads consistent
+snapshots. A monotonic version counter lets the renderer cheaply detect change.
+"""
+
+from __future__ import annotations
+
+import threading
+
+import numpy as np
+
+
+class CloudStore:
+    """Holds one growing point cloud per source id, plus optional pose/colour."""
+
+    def __init__(self, max_points_per_source: int = 500_000) -> None:
+        self._lock = threading.Lock()
+        self._sources: dict[str, dict] = {}
+        self._version = 0
+        self._max = max_points_per_source
+
+    def hello(self, source: str, name: str | None = None) -> None:
+        with self._lock:
+            s = self._sources.setdefault(source, self._blank())
+            if name:
+                s["name"] = name
+            self._version += 1
+
+    def add_points(self, source: str, pts, color=None) -> None:
+        arr = np.asarray(pts, dtype=np.float32).reshape(-1, 3)
+        if arr.shape[0] == 0:
+            return
+        with self._lock:
+            s = self._sources.setdefault(source, self._blank())
+            s["points"] = np.vstack([s["points"], arr])[-self._max:]
+            if color is not None:
+                s["color"] = tuple(float(c) for c in color)
+            self._version += 1
+
+    def clear(self, source: str) -> None:
+        with self._lock:
+            if source in self._sources:
+                name = self._sources[source].get("name")
+                self._sources[source] = self._blank(name)
+                self._version += 1
+
+    def set_pose(self, source: str, position, yaw=None) -> None:
+        with self._lock:
+            s = self._sources.setdefault(source, self._blank())
+            s["pose"] = (tuple(float(v) for v in position),
+                         None if yaw is None else float(yaw))
+            self._version += 1
+
+    def version(self) -> int:
+        with self._lock:
+            return self._version
+
+    def snapshot(self) -> tuple[int, dict[str, dict]]:
+        """Return (version, {source: {points, color, name, pose}}) with copied
+        point arrays so the renderer can read them without holding the lock."""
+        with self._lock:
+            return self._version, {
+                src: {
+                    "points": d["points"].copy(),
+                    "color": d["color"],
+                    "name": d["name"],
+                    "pose": d["pose"],
+                }
+                for src, d in self._sources.items()
+            }
+
+    @staticmethod
+    def _blank(name: str | None = None) -> dict:
+        return {"points": np.empty((0, 3), np.float32), "color": None,
+                "name": name, "pose": None}
diff --git a/cloudview/viewer.py b/cloudview/viewer.py
new file mode 100644
index 0000000..431cc85
--- /dev/null
+++ b/cloudview/viewer.py
@@ -0,0 +1,116 @@
+"""Open3D render loop for the live point cloud.
+
+Runs on the main thread (Open3D owns a GUI/GL context) and polls the CloudStore
+for changes, rebuilding the merged geometry only when the store's version moves.
+Open3D is imported lazily so the server/protocol layers stay usable without it.
+
+Keys:  C  toggle colour mode (by height <-> per-source)
+        R  reset/refit the camera to the cloud
+        B  cycle background shade
+"""
+
+from __future__ import annotations
+
+import logging
+import time
+
+import numpy as np
+
+from .store import CloudStore
+
+logger = logging.getLogger(__name__)
+
+# Distinct solid colours for per-source mode.
+_PALETTE = [
+    (0.30, 0.80, 1.00), (1.00, 0.70, 0.30), (0.50, 1.00, 0.50),
+    (1.00, 0.50, 0.80), (0.85, 0.85, 0.35), (0.60, 0.60, 1.00),
+]
+# 5-stop blue -> cyan -> green -> yellow -> red ramp for height colouring.
+_RAMP_POS = np.linspace(0.0, 1.0, 5)
+_RAMP_RGB = np.array([[0.00, 0.10, 0.65], [0.00, 0.80, 0.90],
+                      [0.15, 0.85, 0.20], [0.95, 0.90, 0.10],
+                      [0.90, 0.20, 0.10]])
+
+
+def _height_colors(z: np.ndarray) -> np.ndarray:
+    if z.shape[0] == 0:
+        return np.zeros((0, 3))
+    lo, hi = float(z.min()), float(z.max())
+    t = (z - lo) / (hi - lo) if hi > lo else np.zeros_like(z)
+    return np.stack([np.interp(t, _RAMP_POS, _RAMP_RGB[:, c]) for c in range(3)],
+                    axis=1)
+
+
+def _merge(sources: dict, mode: str):
+    """Build merged (points, colors) arrays for the current colour mode."""
+    pts, cols = [], []
+    for i, (src, d) in enumerate(sorted(sources.items())):
+        p = d["points"]
+        if p.shape[0] == 0:
+            continue
+        pts.append(p)
+        if mode == "source" or d["color"] is not None:
+            base = d["color"] or _PALETTE[i % len(_PALETTE)]
+            cols.append(np.tile(base, (p.shape[0], 1)))
+        else:
+            cols.append(_height_colors(p[:, 2]))
+    if not pts:
+        return np.empty((0, 3)), np.empty((0, 3))
+    return np.vstack(pts), np.vstack(cols)
+
+
+def run_viewer(store: CloudStore, title: str = "CloudView") -> None:
+    import open3d as o3d  # lazy: only the viewer needs it
+
+    vis = o3d.visualization.VisualizerWithKeyCallback()
+    vis.create_window(title, width=1280, height=800)
+    opt = vis.get_render_option()
+    opt.point_size = 2.0
+    backgrounds = [np.array([0.05, 0.05, 0.07]), np.array([0.0, 0.0, 0.0]),
+                   np.array([0.18, 0.18, 0.20])]
+    opt.background_color = backgrounds[0]
+
+    pcd = o3d.geometry.PointCloud()
+    vis.add_geometry(pcd)
+    vis.add_geometry(o3d.geometry.TriangleMesh.create_coordinate_frame(size=0.5))
+
+    state = {"mode": "height", "last": -1, "fitted": False, "bg": 0}
+
+    def toggle_mode(_v):
+        state["mode"] = "source" if state["mode"] == "height" else "height"
+        state["last"] = -1  # force rebuild
+        return False
+
+    def refit(_v):
+        vis.reset_view_point(True)
+        return False
+
+    def cycle_bg(_v):
+        state["bg"] = (state["bg"] + 1) % len(backgrounds)
+        opt.background_color = backgrounds[state["bg"]]
+        return False
+
+    vis.register_key_callback(ord("C"), toggle_mode)
+    vis.register_key_callback(ord("R"), refit)
+    vis.register_key_callback(ord("B"), cycle_bg)
+
+    logger.info("viewer ready - C: colour mode, R: refit camera, B: background")
+    try:
+        while True:
+            version = store.version()
+            if version != state["last"]:
+                state["last"] = version
+                _, sources = store.snapshot()
+                points, colors = _merge(sources, state["mode"])
+                pcd.points = o3d.utility.Vector3dVector(points.astype(np.float64))
+                pcd.colors = o3d.utility.Vector3dVector(colors.astype(np.float64))
+                vis.update_geometry(pcd)
+                if not state["fitted"] and points.shape[0] > 0:
+                    vis.reset_view_point(True)
+                    state["fitted"] = True
+            if not vis.poll_events():
+                break
+            vis.update_renderer()
+            time.sleep(0.03)
+    finally:
+        vis.destroy_window()
diff --git a/main.py b/main.py
new file mode 100644
index 0000000..0eb23ad
--- /dev/null
+++ b/main.py
@@ -0,0 +1,7 @@
+#!/usr/bin/env python3
+"""Entry point for the CloudView point-cloud viewer."""
+
+from cloudview.app import main
+
+if __name__ == "__main__":
+    main()
diff --git a/pyproject.toml b/pyproject.toml
new file mode 100644
index 0000000..6da5695
--- /dev/null
+++ b/pyproject.toml
@@ -0,0 +1,21 @@
+[project]
+name = "cloudview"
+version = "0.1.0"
+description = "Generic networked point-cloud viewer (NDJSON over a stream socket)"
+readme = "README.md"
+requires-python = ">=3.10"
+dependencies = [
+    # 3D point-cloud rendering with an interactive camera.
+    "open3d>=0.18",
+    "numpy>=1.23",
+]
+
+[project.scripts]
+cloudview = "cloudview.app:main"
+
+[build-system]
+requires = ["hatchling"]
+build-backend = "hatchling.build"
+
+[tool.hatch.build.targets.wheel]
+packages = ["cloudview"]
diff --git a/requirements.txt b/requirements.txt
new file mode 100644
index 0000000..7131bd5
--- /dev/null
+++ b/requirements.txt
@@ -0,0 +1,3 @@
+# 3D point-cloud rendering with an interactive orbit/zoom camera.
+open3d>=0.18
+numpy>=1.23
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index 0000000..d0d803a
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