Common Data Types
Developer Guide
This page lists all common data type field definitions in the Wuji SDK.
For device-specific data structures, see the product-specific documentation listed below.
Common Types
FrameHeader
Header information for each data frame.
| Field | Type | Description |
|---|---|---|
seq | int | Incrementing sequence number |
timestamp_us | int | Device timestamp (microseconds). For the semantics, see Data frame timestamps |
frame_id | str | Coordinate frame ID (e.g., "l_wrist"), max 32 characters |
Vector3 / Vector3F64
Three-dimensional vector. Vector3 uses f32 precision, Vector3F64 uses f64 precision (used for IMU data, ROS compatible).
| Field | Type | Description |
|---|---|---|
x | float | X component |
y | float | Y component |
z | float | Z component |
Quaternion
Quaternion representing 3D rotation. Python has a single Quaternion, while C splits it into WujiQuaternionF32 and WujiQuaternionF64 to match the precision each stream carries.
| Field | Type | Description |
|---|---|---|
x | float | X component |
y | float | Y component |
z | float | Z component |
w | float | W component |
Pose
Position and orientation.
| Field | Type | Description |
|---|---|---|
position | List[float] | Position [x, y, z] (meters) |
orientation | Quaternion | Rotation quaternion |
Handedness
Device handedness enum, used for connecting by handedness. The C constants are WUJI_HANDEDNESS_LEFT (0) and WUJI_HANDEDNESS_RIGHT (1). The two Wuji Hand handedness getters return a raw uint8_t rather than this enum, and their encodings are opposites — see Wuji Hand Data Subscription for the convention.
| Value | Description |
|---|---|
Handedness.Left | Left hand (fourth character of serial number is J) |
Handedness.Right | Right hand (fourth character of serial number is K) |
ImuData
IMU sensor data, following the ROS sensor_msgs/Imu convention.
| Field | Type | Description |
|---|---|---|
header | FrameHeader | Frame header |
orientation | Quaternion | Orientation quaternion |
orientation_covariance | list[float] | Orientation covariance (length 9). A first element of -1 marks the orientation as unavailable |
angular_velocity | Vector3F64 | Angular velocity (rad/s) |
angular_velocity_covariance | list[float] | Angular velocity covariance (length 9) |
linear_acceleration | Vector3F64 | Linear acceleration (m/s²) |
linear_acceleration_covariance | list[float] | Linear acceleration covariance (length 9) |
Coordinate Transforms
FrameTransform
Single coordinate transform.
| Field | Type | Description |
|---|---|---|
timestamp_us | int | Timestamp (microseconds) |
parent_frame_id | str | Parent frame |
child_frame_id | str | Child frame |
translation | List[float] | Translation [x, y, z] (meters) |
rotation | Quaternion | Rotation quaternion |
FrameTransforms
Collection of coordinate transforms.
| Field | Type | Description |
|---|---|---|
transforms | List[FrameTransform] | Transform list |
Recording Types
For complete usage and code examples, see Data Recording.
TopicRecorder
MCAP recording session configurator. Register channels, then call start() to begin recording.
| Method | Parameters | Description |
|---|---|---|
__init__() | compression: str = "lz4", chunk_size: int = None | Create a recorder. Supports "lz4", "zstd", "none" |
record() | sub: Subscription | Register a subscription channel |
start() | output_path: str | Start recording, returns RecordingHandle |
RecordingHandle
Recording control handle returned by TopicRecorder.start().
| Method | Returns | Description |
|---|---|---|
pause() | — | Pause recording |
resume() | — | Resume recording |
stop() | RecordingSummary | Stop recording and return summary |
subscribe_metrics() | MetricsStream | Subscribe to real-time quality metrics |
subscribe_status() | StatusStream | Subscribe to recording status updates |
subscribe_alerts() | AlertStream | Subscribe to quality alerts |
RecordingSummary
Recording statistics returned by handle.stop().
| Field | Type | Description |
|---|---|---|
total_frames | int | Total frames recorded |
file_size | int | MCAP file size in bytes |
duration_s | float | Recording duration in seconds |
channels | list[ChannelRecordingSummary] | Written frame counts by channel |
quality | QualitySummary | Quality statistics summary |
channels is ordered by channel ID and includes registered channels with no messages. Each ChannelRecordingSummary contains channel_id, channel_name, and frame_count. duration_s includes pauses and buffer draining during stop. It excludes MCAP file finalization, flushing, and waiting for monitor callbacks to exit.
QualityMetrics
Real-time quality metrics (5-second sliding window).
| Field | Type | Description |
|---|---|---|
frame_drop_rate | float | Frame drop rate (0.0–1.0) |
frame_jitter_us | float | Inter-frame jitter in microseconds |
sync_offset_ms | float | Cross-channel sync offset in milliseconds |
sync_rate | float | Sync success rate (0.0–1.0) |
timestamp_ns | int | Nanosecond timestamp |
channels | list[ChannelHealth] | Per-channel health details, see ChannelHealth |
ChannelHealth
Per-channel health details (elements of channels on QualityMetrics).
| Field | Type | Description |
|---|---|---|
channel_name | str | Channel name |
channel_id | int | Channel ID |
actual_hz | float | Measured frame rate (Hz) |
drop_rate | float | Frame drop rate for this channel (0.0–1.0) |
last_frame_age_ms | int | None | Time since the last frame in milliseconds, None if no frame received yet |
jitter_us | float | Inter-frame jitter in microseconds |
is_online | bool | Whether the channel is currently receiving data |
last_downtime_ms | int | None | Duration of the last downtime in milliseconds, None if never dropped |
QualitySummary
Aggregate recording quality statistics.
| Field | Type | Description |
|---|---|---|
total_frames | int | Total frames received |
dropped_frames | int | Total frames dropped |
frame_drop_rate | float | Drop rate (0.0–1.0) |
avg_sync_offset_ms | float | Average sync offset in milliseconds |
max_sync_offset_ms | float | Maximum sync offset in milliseconds |
sync_rate | float | Sync success rate (0.0–1.0) |
spc_alert_count | int | Total SPC alerts triggered |
duration_s | float | Recording duration in seconds |
RecordingAlert
Quality alert.
| Field | Type | Description |
|---|---|---|
metric | str | Name of the metric that triggered the alert |
current_value | float | Current measured value |
threshold | float | Alert threshold |
message | str | Human-readable alert message |
RecordingStatus
Recording runtime status.
| Field | Type | Description |
|---|---|---|
state | str | Current state ("recording" or "paused") |
frame_count | int | Frames recorded so far |
duration_s | float | Elapsed duration in seconds |
Device-Specific Types
| Product | Type definitions |
|---|---|
| Wuji Hand 2.2 (Beta) | Wuji Hand SDK Reference |
| Wuji Hand 2.1 (Beta) | Wuji Hand SDK Reference |
| Wuji Glove | Wuji Glove data streams overview |
Error Code Categories
The following three categories of error codes are unrelated. A value from one category means nothing in another:
| Category | Carried by | How to decode |
|---|---|---|
Device fault code (u16) | error_code_current in Wuji Hand 2 joint diagnostics, the warning / deferred_stop / immediate_stop / fatal fields in ErrorStatus, error_code in the error history, and system_error_code in encoder calibration results | WujiHand2.describe_error(). See Wuji Hand 2 Joint Diagnostics — Device Fault Codes |
Encoder calibration code (u8) | enc1_error_code / enc2_error_code in the encoder calibration results | A calibration-only code that reports why the calibration step failed (enc1 is a small 0–9 enum, enc2 is segmented by calibration stage). Don’t pass it to describe_error(). Read the human-readable name from the enc1_error_name / enc2_error_name read-only properties on the calibration result objects |
First-generation Wuji Hand diagnostic bitfield (u32) | WujiHandJointDiagnostics.error_code, returned by wuji_hand_get_all_diagnostics() | Each bit represents a fault condition. This encoding is independent of Wuji Hand 2 device fault codes. Don’t pass it to WujiHand2.describe_error() or wuji_hand_2_describe_error() |
Use Code Values
Device fault codes use the 0xSCNN layout. Don’t decode the hexadecimal digits yourself. Treat each complete code as an opaque identifier for logs, user displays, and bug reports.
Read Decoded Results
In Python, describe_error() returns a dict. Read values by key, such as info["severity"] and info["clear_policy"].
The following fields contain text from the firmware’s error catalog:
| Field | Meaning |
|---|---|
desc | Error description |
cause | Cause |
resolution | Suggested action |
Handle None Results
When describe_error(code) returns None, check the original error code:
| Error Code | Meaning | Action |
|---|---|---|
0 | No active error. The catalog doesn’t include this value | No action needed |
| Nonzero value | The firmware may contain an error code that the SDK catalog doesn’t yet include | Keep the original value for logs and bug reports |
For the differences between SDK exceptions, C return codes, and device fault codes, see the Error Code Index. For device fault-code lookup, see Fault Logs and Error Codes.
C SDK conventions
This section covers C SDK initialization, error handling, memory lifetime, callback constraints, and CMake setup. Device-specific capabilities remain documented on the corresponding product pages.
Initialization and conventions
Initialization
Call once at process start and release at shutdown:
#include "wuji_sdk.h"
if (wuji_init(NULL) != WUJI_STATUS_OK) {
fprintf(stderr, "init failed: %s\n", wuji_last_error());
return 1;
}
// ... your code
wuji_shutdown(); Return value taxonomy
WujiStatus— most operations (wuji_init/wuji_scan/wuji_connect/ opening subscriptions, etc.).WUJI_STATUS_OKmeans success. On failure, retrieve the per-thread error string viawuji_last_error().int32_t— metadata readers (wuji_dev_serial_number/wuji_dev_device_name) return the number of bytes written.uint8_t— status querywuji_dev_is_connected.void—wuji_shutdownand resource cleanup functions.
Resource cleanup functions
wuji_discovered_free— release the device list returned bywuji_scanwuji_dev_release— paired withwuji_connect, release the device handle after disconnectingwuji_sub_close— close the subscription handle
User Info Struct
WujiUserInfo holds seven fields: user_id, display_name, description, external_id, is_default, created_at, and updated_at. wuji_update_user takes a WujiUserUpdate carrying only the fields to change, and setting clear_description / clear_external_id clears the matching value. For the full user management API list, see SDK Users and Calibration Data.
Usage constraints
C SDK users must observe the following constraints to avoid use-after-free, deadlocks, and reading stale error strings.
- A typed callback’s
framepointer is valid only for the duration of the callback. Heap fields are released after the callback returns. Copy whatever you need to retain inside the callback. Do not store the pointer. - Never call
wuji_sub_closefrom inside that subscription’s own callback.closejoins the worker thread and will deadlock if called from the callback itself. Close from a different thread. - The return value of
wuji_last_error()is only valid until the nextwuji_*call on the same thread. Copy the message immediately if you need to retain it. ENDandERRORare terminal frames — no further data will arrive after them, but you still need to callwuji_sub_closeto release the subscription handle.- String getters use a two-call query: first call with
buf=NULL, buf_len=0to read*needed(required bytes including NUL), then allocate and call again to fill. Passing an undersized buffer returnsWUJI_STATUS_ERR_BUFFER_TOO_SMALLand never truncates. - Whole-hand batch reads (
get_all_effort_limit/get_all_mit_params) return a flat-20 array plus an online bitmap. Use theWUJI_JOINT_ONLINE(mask, i)macro to check slot validity, otherwise you will read offline-joint placeholders (0 or NaN). - The calibration feedback callback runs on the calibration worker thread, and the
feedbackpointer is valid only during the callback. The SDK guards the session calls made from inside it rather than deadlocking:wuji_glove_calibration_waitandwuji_glove_calibration_try_finishreturnWUJI_STATUS_ERR_INVALID_ARG, andwuji_glove_calibration_session_freerecords the reason inwuji_last_error()and skips the release — so the session stays alive and you must free it again after the callback returns.wuji_glove_calibration_cancelis safe to call from the callback. Free the session withwuji_glove_calibration_session_freeand the result withwuji_glove_calibration_result_free. WujiUserInfoholds heap strings: free a single struct withwuji_user_info_free, and free an array returned bywuji_list_userswithwuji_user_info_array_free.
Python equivalents
The table below maps each C API to its Python counterpart by capability. For full usage of cross-device capabilities and per-device APIs, see the C API Reference.
| Capability | C | Python |
|---|---|---|
| Init | wuji_init(NULL) | SdkManager.instance() |
| Scan | wuji_scan(&devs, &count) | manager.scan() |
| Connect | wuji_connect(&target, alias, &opts, &dev) | manager.connect(…) / manager.auto_connect(…) |
| Default connect options | wuji_connect_options_default() | ConnectOptions() |
| Device subscribe | wuji_glove_subscribe_tactile(dev, cb, user, &sub) | glove.tactile().subscribe_with_callback(…) |
| Global subscribe | wuji_subscribe_tf(cb, user, &sub) | manager.tf().subscribe() |
| Stream output rate | wuji_sub_set_rate(sub, hz, &actual) | sub.set_rate(hz) |
| Hand 2 control action | wuji_hand_2_enable(dev, mask) | hand.enable(joints=mask) |
| Hand 2 realtime command | wuji_hand_2_joint_command_publish + wuji_joint_command_publisher_send | hand.joint_command().publish().send([…]) |
| Hand 2 joint state subscribe | wuji_hand_2_subscribe_joint_states | hand.joint_states().subscribe() |
| Hand 2 joint diagnostics subscribe | wuji_hand_2_subscribe_joint_diagnostics | hand.joint_diagnostics().subscribe() |
| Hand 2 IMU subscribe | wuji_hand_2_subscribe_imu | hand.imu().subscribe() |
| Hand 2 nid and joint index conversion | wuji_hand_2_nid_to_joint_index(nid, &index) / wuji_hand_2_joint_index_to_nid(joint_index, &nid) | WujiHand2.nid_to_joint_index(nid) / WujiHand2.joint_index_to_nid(joint_index) |
| Hand 2 error description | wuji_hand_2_describe_error(code, &info) | WujiHand2.describe_error(code) |
| Hand 2 flash log export | wuji_hand_2_export_flash_logs + wuji_hand_2_flash_log_export_free | hand.export_flash_logs() |
| Hand connect (USB SN) | wuji_hand_connect_sn(sn, alias, &dev) | WujiHand.connect_sn(sn, alias) |
| Hand joint state subscribe | wuji_hand_subscribe_joint_states | hand.joint_states().subscribe() |
| Hand realtime command | wuji_hand_joint_command_publish + wuji_hand_joint_command_publisher_send | hand.joint_command().publish().send([…]) |
| Hand realtime controller | wuji_hand_realtime_controller_open / _set_target_position / get_actual* | hand.realtime_controller(LowPass(…)) |
| Glove time sync | wuji_glove_sync_time(dev, &tsr) | glove.sync_time() |
| Glove hand model path | wuji_glove_get_hand_model_path / wuji_glove_set_hand_model_path | glove.hand_model_path().get() / .set(path) |
| SDK user management | wuji_create_user / wuji_switch_user / wuji_list_users | manager.create_user() / switch_user() / list_users() |
| User data export and import | wuji_user_data_export / wuji_user_data_preview / wuji_user_data_import | manager.export_user_data() / preview_user_data() / import_user_data() |
| Glove hand model calibration (async) | wuji_glove_calibration_start + wuji_glove_calibration_try_finish | glove.calibrate() |
| Glove hand model calibration (sync) | wuji_glove_calibrate | glove.calibrate_blocking() |
| Glove tactile contact calibration (sync) | wuji_glove_calibrate_tactile_blocking | glove.calibrate_tactile_blocking() |
| Disconnect | wuji_dev_disconnect + wuji_dev_release | device.disconnect() |
CMake project example
A complete runnable C project (with CMakeLists.txt plus a subscription callback demo) lives in the examples/c/ directory of the wuji-sdk repo, organized into examples/c/wuji_glove/ (stream output rate control, custom hand model for online IK, SDK user management, and hand model calibration), examples/c/wuji_hand_2/ (joint-state subscriptions, control actions, device info, fingertip tactile data, stream output rate control, flash-log export, opposition replay, and MIT sweep), and examples/c/wuji_hand/ (subscriptions, publishing, grasp loops, and tactile status) subdirectories. See that directory’s README for build instructions. Minimal link:
Linux
macOS arm64
cc my_app.c -I "${SDK}/include" -L "${SDK}/lib" -lwuji_sdk_c -o my_app
LD_LIBRARY_PATH="${SDK}/lib" ./my_appcc my_app.c -I "${SDK}/include" -L "${SDK}/lib" \
-lwuji_sdk_c -Wl,-rpath,"${SDK}/lib" -o my_app
./my_app Use an absolute path for ${SDK}, the extracted package directory. In CMake, set WUJI_SDK_INCLUDE_DIR to ${SDK}/include, and set WUJI_SDK_LIB to ${SDK}/lib/libwuji_sdk_c.so on Linux or ${SDK}/lib/libwuji_sdk_c.dylib on macOS.
Interface List
Python and C types map one to one with the same field semantics. Naming and memory layout follow each language’s conventions:
| Type | Python | C |
|---|---|---|
| Frame header | FrameHeader | WujiFrameHeader |
| 3D vector (f32) | Vector3 | No standalone struct — f32 triples are inlined as float[3], such as WujiPose.position |
| 3D vector (f64) | Vector3F64 | WujiVector3F64 |
| Rotation quaternion | Quaternion | WujiQuaternionF32, WujiQuaternionF64 |
| Pose | Pose | WujiPose |
| Device handedness | Handedness.Left, Handedness.Right | WUJI_HANDEDNESS_LEFT, WUJI_HANDEDNESS_RIGHT |
| IMU data | ImuData | WujiImuData |
| Single transform | FrameTransform | WujiFrameTransform |
| Transform collection | FrameTransforms | WujiFrameTransforms |
| Recorder and control handle | TopicRecorder, RecordingHandle | WujiTopicRecorder, WujiRecordingHandle |
| Recording summary and quality metrics | RecordingSummary, QualitySummary, QualityMetrics, ChannelHealth, RecordingAlert, RecordingStatus | WujiRecordingSummary, WujiRecordingQualitySummary, WujiRecordingMetrics, WujiRecordingChannelHealth, WujiRecordingAlert, WujiRecordingStatus |
| Per-channel recording counts | ChannelRecordingSummary | WujiRecordingChannelSummary |
| Wuji Hand joint state | HandJointStates | WujiHandJointStates |
| Wuji Hand joint command | HandJointCommand | No frame struct — send an array of 20 WujiJointCommand entries |
| Wuji Hand tactile pressure frame | TactileGloveFrame | WujiTactileGloveFrame |
| Decoded device fault code | The dict returned by WujiHand2.describe_error() | WujiErrorInfo |
Three representation differences stand out. A Python str field is a fixed-length char array in C, such as frame_id[32] and parent_frame_id[32]. A Python list field is a pointer plus a length in C, such as transforms and transforms_len on WujiFrameTransforms. Python has a single Quaternion, while C splits it into WujiQuaternionF32 and WujiQuaternionF64 to match the precision each stream carries. C frame pointers stay valid only for the duration of a subscription callback, so copy anything you need to keep. See the C Interface Reference for the full constraints.
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