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| 1 | +# rosbag_blackbox |
| 2 | + |
| 3 | +A ROS 2 **Humble** package that provides: |
| 4 | + |
| 5 | +1. **Ring Buffer Node** – continuously records configured topics into an |
| 6 | + in-memory ring buffer and saves a *snapshot* (rosbag file) on demand. |
| 7 | +2. **Snapshot Server** – a combined **FastAPI** REST + **FastMCP** (Model |
| 8 | + Context Protocol) server that lets REST clients and AI agents access and |
| 9 | + introspect snapshot files. |
| 10 | + |
| 11 | +--- |
| 12 | + |
| 13 | +## Table of Contents |
| 14 | + |
| 15 | +- [Features](#features) |
| 16 | +- [Installation](#installation) |
| 17 | +- [Quick Start](#quick-start) |
| 18 | +- [Configuration Reference](#configuration-reference) |
| 19 | + - [Pattern Syntax](#pattern-syntax) |
| 20 | + - [QoS Settings](#qos-settings) |
| 21 | + - [Latched Topics](#latched-topics) |
| 22 | +- [Triggering a Snapshot](#triggering-a-snapshot) |
| 23 | +- [Snapshot Server](#snapshot-server) |
| 24 | + - [REST Endpoints](#rest-endpoints) |
| 25 | + - [MCP Tools](#mcp-tools) |
| 26 | +- [Launch File](#launch-file) |
| 27 | +- [Node Parameters](#node-parameters) |
| 28 | +- [Architecture](#architecture) |
| 29 | + |
| 30 | +--- |
| 31 | + |
| 32 | +## Features |
| 33 | + |
| 34 | +| Feature | Details | |
| 35 | +|---------|---------| |
| 36 | +| **Glob topic matching** | Zenoh-style `*` (one segment) and `**` (any depth) | |
| 37 | +| **Per-topic QoS** | `reliability`, `durability`, `depth` fully configurable | |
| 38 | +| **Latched topics** | Set `durability: transient_local` per topic | |
| 39 | +| **Max frequency** | Discard messages arriving faster than configured Hz | |
| 40 | +| **Fixed-duration buffer** | Always keeps the last *N* seconds (default 10 s) | |
| 41 | +| **Memory efficiency** | Messages stored as raw serialised bytes; deque-based O(1) expiry | |
| 42 | +| **Dynamic type discovery** | Topic types resolved at runtime (like `ros2 bag record`) | |
| 43 | +| **On-demand snapshot** | `std_srvs/srv/Trigger` service writes the buffer to a rosbag | |
| 44 | +| **Configurable filename** | `{datetime}`, `{date}`, `{time}`, `{timestamp}` placeholders | |
| 45 | +| **REST API** | FastAPI server with OpenAPI docs at `/docs` | |
| 46 | +| **AI agent tools** | FastMCP server at `/mcp` (streamable-HTTP) | |
| 47 | +| **Image support** | `sensor_msgs/Image` and `CompressedImage` → PNG | |
| 48 | + |
| 49 | +--- |
| 50 | + |
| 51 | +## Installation |
| 52 | + |
| 53 | +### ROS 2 dependencies |
| 54 | + |
| 55 | +```bash |
| 56 | +cd ~/ros2_ws |
| 57 | +rosdep install --from-paths src --ignore-src -r -y |
| 58 | +colcon build --packages-select rosbag_blackbox |
| 59 | +source install/setup.bash |
| 60 | +``` |
| 61 | + |
| 62 | +### Optional Python dependencies (for the snapshot server) |
| 63 | + |
| 64 | +```bash |
| 65 | +pip install fastapi uvicorn fastmcp numpy Pillow |
| 66 | +# or |
| 67 | +pip install -r src/rosbag_blackbox/requirements.txt |
| 68 | +``` |
| 69 | + |
| 70 | +The **ring buffer node** works without these dependencies. The snapshot |
| 71 | +server prints a warning and exits if FastAPI / uvicorn are missing. |
| 72 | + |
| 73 | +--- |
| 74 | + |
| 75 | +## Quick Start |
| 76 | + |
| 77 | +### 1 – Launch both nodes |
| 78 | + |
| 79 | +```bash |
| 80 | +ros2 launch rosbag_blackbox rosbag_blackbox.launch.py \ |
| 81 | + config_file:=/path/to/config.yaml |
| 82 | +``` |
| 83 | + |
| 84 | +### 2 – Trigger a snapshot |
| 85 | + |
| 86 | +```bash |
| 87 | +ros2 service call /rosbag_blackbox/save_snapshot std_srvs/srv/Trigger |
| 88 | +``` |
| 89 | + |
| 90 | +The response message contains the full path of the new rosbag directory. |
| 91 | + |
| 92 | +### 3 – Query the snapshot via REST |
| 93 | + |
| 94 | +```bash |
| 95 | +# List all snapshots |
| 96 | +curl http://localhost:8001/snapshots |
| 97 | + |
| 98 | +# Get metadata of a specific snapshot |
| 99 | +curl http://localhost:8001/snapshots/snapshot_20240101_120000/metadata |
| 100 | + |
| 101 | +# Get the 5 latest messages on a topic |
| 102 | +curl "http://localhost:8001/snapshots/snapshot_20240101_120000/messages?topic=/chatter&limit=5" |
| 103 | +``` |
| 104 | + |
| 105 | +### 4 – OpenAPI docs |
| 106 | + |
| 107 | +Open `http://localhost:8001/docs` in your browser. |
| 108 | + |
| 109 | +--- |
| 110 | + |
| 111 | +## Configuration Reference |
| 112 | + |
| 113 | +Copy `config/example_config.yaml` and adapt it: |
| 114 | + |
| 115 | +```yaml |
| 116 | +buffer: |
| 117 | + duration_seconds: 10 # keep the last N seconds |
| 118 | + |
| 119 | +snapshot: |
| 120 | + directory: /tmp/rosbag_blackbox_snapshots |
| 121 | + name_pattern: "snapshot_{datetime}" # see placeholders below |
| 122 | + |
| 123 | +topics: |
| 124 | + - pattern: "/camera/**" |
| 125 | + max_frequency: 10.0 # Hz; omit or 0 for unlimited |
| 126 | + qos: |
| 127 | + reliability: best_effort |
| 128 | + durability: volatile |
| 129 | + depth: 1 |
| 130 | + |
| 131 | + - pattern: "/tf_static" |
| 132 | + qos: |
| 133 | + reliability: reliable |
| 134 | + durability: transient_local # latched |
| 135 | + depth: 1 |
| 136 | + |
| 137 | + - pattern: "/**" # catch-all fallback |
| 138 | + max_frequency: 5.0 |
| 139 | + qos: |
| 140 | + reliability: best_effort |
| 141 | + durability: volatile |
| 142 | + depth: 10 |
| 143 | +``` |
| 144 | +
|
| 145 | +**Filename placeholders** |
| 146 | +
|
| 147 | +| Placeholder | Example | |
| 148 | +|-------------|---------| |
| 149 | +| `{datetime}` | `20240101_120000` | |
| 150 | +| `{date}` | `20240101` | |
| 151 | +| `{time}` | `120000` | |
| 152 | +| `{timestamp}` | `1704110400` (Unix epoch) | |
| 153 | + |
| 154 | +### Pattern Syntax |
| 155 | + |
| 156 | +The topic pattern follows **Zenoh selector** conventions: |
| 157 | + |
| 158 | +| Pattern | Matches | |
| 159 | +|---------|---------| |
| 160 | +| `/camera/*` | `/camera/left`, `/camera/right` | |
| 161 | +| `/camera/**` | `/camera/left`, `/camera/left/image_raw`, … | |
| 162 | +| `/**` | every topic | |
| 163 | +| `/*/scan` | `/lidar/scan`, `/front/scan`, … | |
| 164 | +| `/a/**/c` | `/a/c`, `/a/b/c`, `/a/b/d/c`, … | |
| 165 | + |
| 166 | +Rules are evaluated **in order**; the first matching pattern wins. |
| 167 | + |
| 168 | +### QoS Settings |
| 169 | + |
| 170 | +| Key | Values | Default | |
| 171 | +|-----|--------|---------| |
| 172 | +| `reliability` | `best_effort` \| `reliable` | `best_effort` | |
| 173 | +| `durability` | `volatile` \| `transient_local` | `volatile` | |
| 174 | +| `depth` | integer | `10` | |
| 175 | + |
| 176 | +### Latched Topics |
| 177 | + |
| 178 | +A **latched** publisher in ROS 2 uses `transient_local` durability. To |
| 179 | +receive the cached message when your node (re-)joins, set: |
| 180 | + |
| 181 | +```yaml |
| 182 | +qos: |
| 183 | + reliability: reliable |
| 184 | + durability: transient_local |
| 185 | + depth: 1 |
| 186 | +``` |
| 187 | + |
| 188 | +> **Note:** If the publisher uses `volatile` durability and the subscriber |
| 189 | +> requests `transient_local`, ROS 2 will refuse the connection. Always match |
| 190 | +> the publisher's durability setting. |
| 191 | + |
| 192 | +--- |
| 193 | + |
| 194 | +## Triggering a Snapshot |
| 195 | + |
| 196 | +Call the service exposed by the ring-buffer node: |
| 197 | + |
| 198 | +```bash |
| 199 | +ros2 service call /rosbag_blackbox/save_snapshot std_srvs/srv/Trigger |
| 200 | +``` |
| 201 | + |
| 202 | +Or from Python: |
| 203 | + |
| 204 | +```python |
| 205 | +import rclpy |
| 206 | +from rclpy.node import Node |
| 207 | +from std_srvs.srv import Trigger |
| 208 | +
|
| 209 | +rclpy.init() |
| 210 | +node = Node('snapshot_client') |
| 211 | +cli = node.create_client(Trigger, '/rosbag_blackbox/save_snapshot') |
| 212 | +cli.wait_for_service() |
| 213 | +future = cli.call_async(Trigger.Request()) |
| 214 | +rclpy.spin_until_future_complete(node, future) |
| 215 | +print(future.result().message) |
| 216 | +``` |
| 217 | + |
| 218 | +--- |
| 219 | + |
| 220 | +## Snapshot Server |
| 221 | + |
| 222 | +Start manually (without the launch file): |
| 223 | + |
| 224 | +```bash |
| 225 | +ros2 run rosbag_blackbox snapshot_server \ |
| 226 | + --ros-args -p snapshot_dir:=/tmp/rosbag_blackbox_snapshots \ |
| 227 | + -p port:=8001 |
| 228 | +``` |
| 229 | + |
| 230 | +### REST Endpoints |
| 231 | + |
| 232 | +| Method | Path | Description | |
| 233 | +|--------|------|-------------| |
| 234 | +| GET | `/health` | Liveness check | |
| 235 | +| GET | `/snapshots` | List all snapshots | |
| 236 | +| GET | `/snapshots/latest` | Path of the latest snapshot | |
| 237 | +| GET | `/snapshots/{name}/metadata` | Topics, counts, duration | |
| 238 | +| GET | `/snapshots/{name}/messages` | Extract messages (filterable) | |
| 239 | +| GET | `/snapshots/{name}/image/{topic}` | Latest image as PNG | |
| 240 | + |
| 241 | +**Query parameters for `/messages`** |
| 242 | + |
| 243 | +| Parameter | Type | Description | |
| 244 | +|-----------|------|-------------| |
| 245 | +| `topic` | string | Filter to a single topic | |
| 246 | +| `start` | float | Unix-time lower bound (seconds) | |
| 247 | +| `end` | float | Unix-time upper bound (seconds) | |
| 248 | +| `limit` | int | Max messages to return (default 100) | |
| 249 | +| `keys_only` | bool | Return only field names | |
| 250 | +| `truncate_arrays` | int | Truncate arrays to N elements | |
| 251 | + |
| 252 | +### MCP Tools |
| 253 | + |
| 254 | +The FastMCP server at `/mcp` exposes the following tools to AI agents: |
| 255 | + |
| 256 | +| Tool | Description | |
| 257 | +|------|-------------| |
| 258 | +| `list_snapshots(directory)` | Discover snapshot files | |
| 259 | +| `select_snapshot(bag_path)` | Set the active snapshot | |
| 260 | +| `get_snapshot_metadata(bag_path)` | Topics, counts, duration | |
| 261 | +| `list_topics(bag_path)` | All topics with message counts | |
| 262 | +| `search_topics(pattern, bag_path)` | Find topics by substring | |
| 263 | +| `get_messages(topic, ...)` | Extract & deserialise messages | |
| 264 | +| `get_image(topic, ...)` | Return image as base64-PNG | |
| 265 | + |
| 266 | +All tools default to the **latest** snapshot when `bag_path` is omitted. |
| 267 | + |
| 268 | +**Example agent interaction:** |
| 269 | + |
| 270 | +``` |
| 271 | +agent → list_snapshots() |
| 272 | + ← [{"path": "/tmp/.../snapshot_20240101_120000", ...}] |
| 273 | + |
| 274 | +agent → get_snapshot_metadata() |
| 275 | + ← {"topics": [...], "total_messages": 1200, "duration_seconds": 10.0} |
| 276 | + |
| 277 | +agent → list_topics() |
| 278 | + ← [{"name": "/camera/image_raw", "type": "sensor_msgs/msg/Image", ...}] |
| 279 | + |
| 280 | +agent → get_image(topic="/camera/image_raw") |
| 281 | + ← {"image_base64": "iVBORw0KGgoAAAANS...", "image_format": "PNG"} |
| 282 | + |
| 283 | +agent → get_messages(topic="/tf", max_messages=3, truncate_arrays=5) |
| 284 | + ← {"messages": [...], "count": 3} |
| 285 | +``` |
| 286 | +
|
| 287 | +--- |
| 288 | +
|
| 289 | +## Launch File |
| 290 | +
|
| 291 | +```bash |
| 292 | +ros2 launch rosbag_blackbox rosbag_blackbox.launch.py \ |
| 293 | + config_file:=/path/to/config.yaml \ |
| 294 | + snapshot_dir:=/data/snapshots \ |
| 295 | + buffer_duration:=30.0 \ |
| 296 | + server_port:=8001 |
| 297 | +``` |
| 298 | + |
| 299 | +**Available arguments** |
| 300 | + |
| 301 | +| Argument | Default | Description | |
| 302 | +|----------|---------|-------------| |
| 303 | +| `config_file` | `share/…/example_config.yaml` | Path to YAML config | |
| 304 | +| `snapshot_dir` | `/tmp/rosbag_blackbox_snapshots` | Snapshot output dir | |
| 305 | +| `buffer_duration` | `10.0` | Ring buffer duration (seconds) | |
| 306 | +| `server_host` | `0.0.0.0` | Bind host for the API server | |
| 307 | +| `server_port` | `8001` | Port for the API server | |
| 308 | + |
| 309 | +--- |
| 310 | + |
| 311 | +## Node Parameters |
| 312 | + |
| 313 | +### `ringbuffer_node` |
| 314 | + |
| 315 | +| Parameter | Type | Default | Description | |
| 316 | +|-----------|------|---------|-------------| |
| 317 | +| `config_file` | string | `''` | Path to YAML config file | |
| 318 | +| `buffer_duration` | double | `10.0` | Buffer duration in seconds | |
| 319 | +| `snapshot_dir` | string | `/tmp/…` | Snapshot output directory | |
| 320 | +| `snapshot_name_pattern` | string | `snapshot_{datetime}` | Filename pattern | |
| 321 | + |
| 322 | +### `snapshot_server` |
| 323 | + |
| 324 | +| Parameter | Type | Default | Description | |
| 325 | +|-----------|------|---------|-------------| |
| 326 | +| `snapshot_dir` | string | `/tmp/…` | Directory to search for bags | |
| 327 | +| `host` | string | `0.0.0.0` | Bind address | |
| 328 | +| `port` | int | `8001` | HTTP port | |
| 329 | + |
| 330 | +--- |
| 331 | + |
| 332 | +## Architecture |
| 333 | + |
| 334 | +``` |
| 335 | +┌─────────────────────────────────────────────────────────────┐ |
| 336 | +│ ROS 2 Humble │ |
| 337 | +│ │ |
| 338 | +│ Publishers │ |
| 339 | +│ │ topic A ──→ ┌──────────────────────────────────┐ │ |
| 340 | +│ │ topic B ──→ │ rosbag_blackbox node │ │ |
| 341 | +│ │ topic C ──→ │ │ │ |
| 342 | +│ │ │ ┌────────────────────────────┐ │ │ |
| 343 | +│ │ │ │ RingBuffer │ │ │ |
| 344 | +│ │ │ │ deque[(ts, topic, bytes)] │ │ │ |
| 345 | +│ │ │ │ purge on every add() │ │ │ |
| 346 | +│ │ │ └────────────┬───────────────┘ │ │ |
| 347 | +│ │ │ │ snapshot() │ │ |
| 348 | +│ │ │ ┌────────────▼──────────────┐ │ │ |
| 349 | +│ │ │ │ save_snapshot service │ │ │ |
| 350 | +│ │ │ │ (std_srvs/Trigger) │ │ │ |
| 351 | +│ │ │ └────────────┬──────────────┘ │ │ |
| 352 | +│ │ └───────────────┼──────────────────┘ │ |
| 353 | +│ │ │ writes │ |
| 354 | +│ │ ▼ │ |
| 355 | +│ │ ┌────────────────┐ │ |
| 356 | +│ │ │ rosbag file │ │ |
| 357 | +│ │ │ (SQLite3) │ │ |
| 358 | +│ │ └────────┬───────┘ │ |
| 359 | +│ │ reads │ |
| 360 | +│ ┌───────────────────────────────▼───────────────────────┐ │ |
| 361 | +│ │ snapshot_server node │ │ |
| 362 | +│ │ │ │ |
| 363 | +│ │ FastAPI ──→ REST endpoints (/snapshots, /image, …) │ │ |
| 364 | +│ │ FastMCP ──→ /mcp (streamable-HTTP) │ │ |
| 365 | +│ └────────────────────────────────────────────────────────┘ │ |
| 366 | +└─────────────────────────────────────────────────────────────┘ |
| 367 | + ▲ ▲ |
| 368 | + │ HTTP / REST │ MCP |
| 369 | + curl / browser AI agent (Claude, etc.) |
| 370 | +``` |
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