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This release is a pre-release and may not be stable for production use.

koebelt-dash-scripts

Control drones, robots and test rigs connected in koebelt/dash from Python: read their telemetry, drive them, react to buttons and conditions, with any Python package you like (OpenCV, PyTorch, YOLO…).

pip install koebelt-dash-scripts
from koebelt_dash_scripts import connect, every, pid

dev = connect()                      # the device selected in koebelt dash
speed = dev.setting("speed", 0.4, min=0, max=1)   # a slider in dash
hold = pid(1.5, 0.0, 0.2)

@dev.trigger("Stop here", key="S")   # a button in dash
def stop_here():
    dev.mode("HOLD")

dev.mode("MANUAL")
for _ in every(0.05):                # 20 Hz
    error = 0.0 - dev.tlm.pos[0]     # stay on the north-south line
    dev.sticks(throttle=speed.value, steer=hold.update(error))

A script can say what it needs, and dash only runs it on a device that fits:

# requires: drone, rover     # a kind: any one of them
# requires: gps, camera      # capabilities: all of them

Capabilities are the sensors the device announces (gps, imu, lidar, camera, baro…) and what dash sees on it (battery, joints, its own channels such as motor_temp, sequences). connect(requires=[...]) adds more from the code.

Run it from koebelt dash (Scripts), or from a terminal while dash is open on the same computer: it finds dash by itself.

With a model on the camera:

from ultralytics import YOLO
from koebelt_dash_scripts import connect, pid

model = YOLO("yolov8n.pt")
dev = connect()
steer = pid(1.2, 0, 0.1)

for frame in dev.camera.frames():
    result = model(frame, verbose=False)[0]
    dev.overlay(result)                       # see what the model sees, in dash
    people = [b for b in result.boxes if int(b.cls) == 0]
    if not people:
        dev.sticks(throttle=0, steer=0)
        continue
    x = float(people[0].xywhn[0][0]) - 0.5    # −0.5 left … 0.5 right
    dev.sticks(throttle=0.4, steer=steer.update(-x))

Script hosts: scripts for phones and tablets

koebelt dash on an iPhone, iPad or Android device sends its scripts to a computer on the same network, which runs them with its own Python (and its GPU), while the phone keeps the device link, the sticks and STOP:

pip install koebelt-dash-scripts
koebelt-dash-scripts host

It prints a pairing code; in dash: Scripts > Runs on > Add a script host. A laptop on the field, a Raspberry Pi 5 or a Jetson all work. A computer running koebelt dash can also be a host (Settings > Scripts).

Safety

dash stays in charge, whatever the script does:

  • STOP stops every device and ends the script.
  • Moving the sticks in dash takes over; the script's sticks are ignored until you resume it.
  • Each script has limits set in dash: maximum speed, geofence, ceiling. Arming, take-off and parameter writes are refused unless you allow them.
  • If the script crashes, hangs or leaves the geofence, the device holds, and the script cannot drive again until you resume it.

The API

connect(device=None) The device selected in dash, or the one with that name.
dev.tlm Latest telemetry (20 Hz): pos (m from home, x east, y north), alt, vel, speed, roll pitch yaw, heading, mode, armed, battery, gps, joints…
dev.next_tlm() Waits for the next telemetry.
dev.sticks(...) −1…1, held until changed. Drones: throttle yaw pitch roll; rovers: throttle steer.
dev.mode(m), dev.arm(), dev.disarm(), dev.speed_limit(v), dev.cmd(name, **args), dev.stop(), dev.release() Commands.
dev.takeoff(alt), dev.goto(x, y, z), dev.land(), dev.rth(), dev.pose(*deg), dev.gripper(pct), dev.home(), dev.throttle(pct, s), dev.ramp(a, b, s) Steps, as in a sequence; they return once done (or at once with wait=False).
dev.run_sequence(name), dev.pause_sequence(), dev.resume_sequence(), dev.stop_sequence() Sequences from dash's Automate > Sequences, by name.
dev.camera.frame(), for img in dev.camera.frames(): The camera as numpy images (BGR, for OpenCV; needs opencv-python or pillow). The newest frame only: a slow model never falls behind.
dev.overlay(boxes) Boxes over the camera in dash: (x, y, w, h, label) tuples or an ultralytics result.
dev.params["KEY"], dev.params.set(KEY=v), dev.params.save() Parameters.
dev.setting(name, default, min, max) A slider or switch in dash; read .value.
@dev.trigger(name, kind, key, gamepad) A button (button), switch (switch) or number (value) in dash.
@dev.on_trigger, @dev.on_stop, @dev.on_takeover Other events.
dev.show(name, image) A picture in dash's Live view, a widget named name: a numpy image (BGR or grey, as OpenCV makes them), a PIL image, a matplotlib figure, or JPEG/PNG bytes. Up to 15 a second.
dev.chart(name, y, x=None, kind="line") A whole chart in Live, redrawn at each call: y a list or a dict of named series; kind line, bar or scatter.
dev.plot(name, v), dev.plot(name, target=…, actual=…) Values over time in Live, one or several series, recorded.
dev.mark(text), dev.notify(text) An event on the recording; a message to the operator.
dev.store A dictionary kept between runs.
dev.run() Waits, for scripts that only react to triggers.
every(seconds), wait(seconds) Steady loops; dash shows the real rate.
pid, lowpass, rate_limit, clamp, distance, bearing, angle_diff, geo_distance, geo_bearing Helpers.

Errors

When something goes wrong, the error says what, points at the line of your script, says why and how to fix it, and suggests the name you meant:

error[E0201]: “pitch” is not a stick of a rover
  --> follow_me.py:21
   |
21 |     dev.sticks(throttle=0.4, pitch=steer)
   |     ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
   |
   = why: sticks are named for the kind of device
   = help: a rover has: throttle, steer, lx, ly, rx, ry
   = docs: https://github.com/koebelt/koebelt_dash/blob/main/libs/python-dash-scripts/ERRORS.md#e0201

Every code is explained in ERRORS.md. Catch them as ScriptError (e.code, e.why, e.help).

The messages between scripts and dash are documented in protocol/SCRIPTS.md.

MIT licence.

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