Skip to main content

openbricks (host CLI + sim)

Host-side tooling for openbricks hubs — same UX as pybricksdev, built on commodity Python tooling (bleak, esptool, mpremote). One package, one console script: openbricks flash / list / run / upload / stop / log. The MuJoCo-backed simulator is built in too — openbricks sim … opens the sim's CLI when the [sim] extra is installed.

Website: https://openbricks.dev · Documentation: https://docs.openbricks.dev

Install

Recommended — with pipx so the CLI lands in an isolated venv and avoids the "externally managed environment" error on modern macOS / Linux distros:

pipx install openbricks            # CLI only (lightweight; bleak / esptool / mpremote)
pipx install 'openbricks[sim]'     # CLI + MuJoCo physics simulator

Plain pip works too:

pip install openbricks
pip install 'openbricks[sim]'

For development against a repo checkout (editable install):

pip install -e 'tools/openbricks[sim]'

[sim] adds mujoco (~50 MB, native OpenGL) and numpy — most users (flash + run + log) don't need it. Without [sim], openbricks sim … prints a helpful "pip install openbricks[sim]" hint instead of crashing.

Note: binary wheels (manylinux, macOS universal2, Windows AMD64; CPython 3.9–3.13) ship on PyPI since 0.10.3, so installs are toolchain-free on common platforms. On anything outside that matrix, pip falls back to the sdist and compiles the bundled native extension (openbricks_sim._native), which needs a C compiler + Python headers.

Commands

flash — program a hub

openbricks flash \
    --name RobotA \
    --port /dev/tty.usbserial-XXXX \
    --firmware native/micropython/ports/esp32/build-openbricks_esp32s3/firmware.bin

Writes the firmware image and bakes the hub's BLE advertising name into NVS. --name is mandatory: two hubs with the same name can't be individually addressed over BLE.

Port syntax: /dev/ttyUSB0 (Linux), /dev/cu.usbserial-* (macOS), COM5 (Windows).

Useful flags: --chip esp32s3, --baud 921600, --skip-erase (faster dev loop, keeps stale NVS).

list — scan for hubs

openbricks list [--timeout 5.0] [--all]

Runs a BLE scan and prints every named device found, sorted by RSSI (strongest first). --all includes unnamed devices too.

run — stage and launch; button stops it; client exits on stop

openbricks run -n RobotA examples/hello.py

Stages the script to /program.py (same target as upload) and triggers the hub's launcher to execute it immediately. Output streams back to your terminal in real time.

  • Button stop. Pressing the hub button while the program runs raises KeyboardInterrupt via the same launcher path upload+button uses. The client sees the clean "stopped by button press" line and exits.
  • Program completion. When the program finishes (or raises), the client disconnects and exits — same as pybricksdev run.
  • Script persists. Because run stages to /program.py, the hub can re-run the last program via a button press without another upload. upload and run differ only in whether the client auto-launches after upload.

Stderr (e.g. exception tracebacks) arrives after stdout and is surfaced with a blank-line separator. No paste-mode === echo — raw-paste mode is clean.

stop — interrupt the running program

openbricks stop -n RobotA

Sends a single Ctrl-C byte over the NUS REPL bridge, which MicroPython surfaces as KeyboardInterrupt. Useful when openbricks run has already exited but the hub's still chewing on a long-running user program.

upload — stage a script; hub button launches it

openbricks upload -n RobotA examples/wander.py

Writes the script to /program.py on the hub. The code does not run automatically. Place your robot, press the program button (GPIO 4), and the program starts. Press again to stop it mid-run.

(Pybricks calls this same operation download from the hub's "download to me" perspective. We name by direction-of-data-travel — bytes flow up to the hub, hence upload.)

This works because the firmware ships a frozen main.py that:

  1. Brings BLE + REPL bridge up immediately (so openbricks run / upload / stop are always reachable, even when no program is running).
  2. Instantiates the board's Hub, which wires the BLE-toggle button (short-press on GPIO 5) with LED feedback.
  3. Watches the program button (GPIO 4) via openbricks.launcher.run() — a short-press runs /program.py, a second short-press raises KeyboardInterrupt in the running program.

Two separate pins (4 for program, 5 for BLE toggle), each handled by short-press only — no duration-based dispatch.

Pass --path /alt.py to stage at a different filename (if you've written your own main.py that reads from there).

Tests

cd tools/openbricks
PYTHONPATH=. python -m unittest discover -s tests -t .

No real hardware needed — esptool, mpremote, and bleak are mocked.

Release files for openbricks 4.6.0

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution (sdist)

Source distribution for openbricks 4.6.0
File Size Uploaded
openbricks-4.6.0.tar.gz 6.2 MB Details

Built distributions (wheels)

Table of built distributions (wheels) for openbricks 4.6.0
File
openbricks-4.6.0-cp313-cp313-win_amd64.whl CPython 3.13 CPython 3.13 Windows x86-64 Details
openbricks-4.6.0-cp313-cp313-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl CPython 3.13 CPython 3.13 Linux glibc 2.5+ x86-64, Linux glibc 2.28+ x86-64 Details
openbricks-4.6.0-cp313-cp313-macosx_10_13_universal2.whl CPython 3.13 CPython 3.13 macOS 10.13+ universal2 (ARM64, x86-64) Details
openbricks-4.6.0-cp312-cp312-win_amd64.whl CPython 3.12 CPython 3.12 Windows x86-64 Details
openbricks-4.6.0-cp312-cp312-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl CPython 3.12 CPython 3.12 Linux glibc 2.5+ x86-64, Linux glibc 2.28+ x86-64 Details
openbricks-4.6.0-cp312-cp312-macosx_10_13_universal2.whl CPython 3.12 CPython 3.12 macOS 10.13+ universal2 (ARM64, x86-64) Details
openbricks-4.6.0-cp311-cp311-win_amd64.whl CPython 3.11 CPython 3.11 Windows x86-64 Details
openbricks-4.6.0-cp311-cp311-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl CPython 3.11 CPython 3.11 Linux glibc 2.5+ x86-64, Linux glibc 2.28+ x86-64 Details
openbricks-4.6.0-cp311-cp311-macosx_10_9_universal2.whl CPython 3.11 CPython 3.11 macOS 10.9+ universal2 (ARM64, x86-64) Details
openbricks-4.6.0-cp310-cp310-win_amd64.whl CPython 3.10 CPython 3.10 Windows x86-64 Details
openbricks-4.6.0-cp310-cp310-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl CPython 3.10 CPython 3.10 Linux glibc 2.5+ x86-64, Linux glibc 2.28+ x86-64 Details
openbricks-4.6.0-cp310-cp310-macosx_10_9_universal2.whl CPython 3.10 CPython 3.10 macOS 10.9+ universal2 (ARM64, x86-64) Details
openbricks-4.6.0-cp39-cp39-win_amd64.whl CPython 3.9 CPython 3.9 Windows x86-64 Details
openbricks-4.6.0-cp39-cp39-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl CPython 3.9 CPython 3.9 Linux glibc 2.5+ x86-64, Linux glibc 2.28+ x86-64 Details
openbricks-4.6.0-cp39-cp39-macosx_10_9_universal2.whl CPython 3.9 CPython 3.9 macOS 10.9+ universal2 (ARM64, x86-64) Details

Total release size: 96.7 MB

Release files / openbricks-4.6.0.tar.gz

Download URL openbricks-4.6.0.tar.gz
Size 6.2 MB
Tags Source
SHA-256 checksum
How to use checksums
3a20f22f9b65596b44d058874bd876c214f1331f652b12e87eb16c384f51df22
BLAKE2b-256 checksum
How to use checksums
40e62917f6ecd74841393dc5f92c2ac9fb7139bdc06dd9578f736e5276007fd6
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/7.0.0 CPython/3.13.14

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Sep 11, 2026.

Transparency log

Release files / openbricks-4.6.0-cp313-cp313-win_amd64.whl

Download URL openbricks-4.6.0-cp313-cp313-win_amd64.whl
Size 6.0 MB
Tags CPython 3.13 Windows x86-64
SHA-256 checksum
How to use checksums
cd1a0ff68113abbda7716e37f561299ebc63dcf0ee0d0660839dee1a9c2094cd
BLAKE2b-256 checksum
How to use checksums
8d4e5f22ae742916c762d26761041a9aef579cc5d774096a5e394cb2cb15e6e9
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/7.0.0 CPython/3.13.14

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Sep 11, 2026.

Transparency log

Release files / openbricks-4.6.0-cp313-cp313-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl

Download URL openbricks-4.6.0-cp313-cp313-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl
Size 6.1 MB
Tags CPython 3.13 Linux glibc 2.28+ x86-64 Linux glibc 2.5+ x86-64
SHA-256 checksum
How to use checksums
699dde87b1253ad40cc5226691de93e4f26b1fdc9d1a90f6b33c40afebe1bbf0
BLAKE2b-256 checksum
How to use checksums
8e801e07fe457d1f79e419ef5cc81f44627e2bf8e9394c41bc20089a055a5819
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/7.0.0 CPython/3.13.14

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Sep 11, 2026.

Transparency log

Release files / openbricks-4.6.0-cp313-cp313-macosx_10_13_universal2.whl

Download URL openbricks-4.6.0-cp313-cp313-macosx_10_13_universal2.whl
Size 6.0 MB
Tags CPython 3.13 macOS 10.13+ universal2 (ARM64, x86-64)
SHA-256 checksum
How to use checksums
7b555e8ddebe5cbe3f3aa1e1ef2150b6d789c70ec1c759c94e549b8346509443
BLAKE2b-256 checksum
How to use checksums
d7dc1cc7f3894d5f51724f91ab2e0a9b4be43028cc13cc04f895b5517c409d73
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/7.0.0 CPython/3.13.14

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Sep 11, 2026.

Transparency log

Release files / openbricks-4.6.0-cp312-cp312-win_amd64.whl

Download URL openbricks-4.6.0-cp312-cp312-win_amd64.whl
Size 6.0 MB
Tags CPython 3.12 Windows x86-64
SHA-256 checksum
How to use checksums
d29cbc5997f27417fa3cc0310de1fd28b557dd4fdc0b432bcb8d8601d19a5ef8
BLAKE2b-256 checksum
How to use checksums
205461cb2a14b3e9abb8233a0588851163f6988f87b041b80803388946423e33
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/7.0.0 CPython/3.13.14

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Sep 11, 2026.

Transparency log

Release files / openbricks-4.6.0-cp312-cp312-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl

Download URL openbricks-4.6.0-cp312-cp312-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl
Size 6.1 MB
Tags CPython 3.12 Linux glibc 2.28+ x86-64 Linux glibc 2.5+ x86-64
SHA-256 checksum
How to use checksums
d1fe7925eeaf8afe940bb117f1358ec2b482fef927069a98afee728cbe17a61a
BLAKE2b-256 checksum
How to use checksums
f2b92729eee5320eed13eb8102a4c74df7898fc921874f900f73d36fabe30c75
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/7.0.0 CPython/3.13.14

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Sep 11, 2026.

Transparency log

Release files / openbricks-4.6.0-cp312-cp312-macosx_10_13_universal2.whl

Download URL openbricks-4.6.0-cp312-cp312-macosx_10_13_universal2.whl
Size 6.0 MB
Tags CPython 3.12 macOS 10.13+ universal2 (ARM64, x86-64)
SHA-256 checksum
How to use checksums
37efde65f67273628623e515c5faae5f6ee74eaf760e3233bd559465d9128cea
BLAKE2b-256 checksum
How to use checksums
4438342e04345d3cb78701bc0c7037f18c33cae6846ae8ea285ca849097138fd
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/7.0.0 CPython/3.13.14

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Sep 11, 2026.

Transparency log

Release files / openbricks-4.6.0-cp311-cp311-win_amd64.whl

Download URL openbricks-4.6.0-cp311-cp311-win_amd64.whl
Size 6.0 MB
Tags CPython 3.11 Windows x86-64
SHA-256 checksum
How to use checksums
d14a01712f87259cb8ae461d8fb3e3ba3ea494530762f6d587ecda9341ca96d0
BLAKE2b-256 checksum
How to use checksums
fbb9055a69e85b62c673ca8ac74039eda85ab35ceefbbb7ed444b3b70ada8562
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/7.0.0 CPython/3.13.14

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Sep 11, 2026.

Transparency log

Release files / openbricks-4.6.0-cp311-cp311-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl

Download URL openbricks-4.6.0-cp311-cp311-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl
Size 6.1 MB
Tags CPython 3.11 Linux glibc 2.28+ x86-64 Linux glibc 2.5+ x86-64
SHA-256 checksum
How to use checksums
21b42fe3c6f2f2a74ab7c3dde2019db22d7874c4c4e25d292b51787aa40d1500
BLAKE2b-256 checksum
How to use checksums
46f0894f73eeb5d4373afa20d9a985555762ad270b33b5698eb2da32ae668a00
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/7.0.0 CPython/3.13.14

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Sep 11, 2026.

Transparency log

Release files / openbricks-4.6.0-cp311-cp311-macosx_10_9_universal2.whl

Download URL openbricks-4.6.0-cp311-cp311-macosx_10_9_universal2.whl
Size 6.0 MB
Tags CPython 3.11 macOS 10.9+ universal2 (ARM64, x86-64)
SHA-256 checksum
How to use checksums
fe46a40bbcd263d4f67bae10950dbb48ae981233e0f307c25ff3c5a48168e942
BLAKE2b-256 checksum
How to use checksums
1508a0a7389c986dbc0e98786ae9fac7bbdcd19fa2de30a516ca39e891bb6d1e
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/7.0.0 CPython/3.13.14

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Sep 11, 2026.

Transparency log

Release files / openbricks-4.6.0-cp310-cp310-win_amd64.whl

Download URL openbricks-4.6.0-cp310-cp310-win_amd64.whl
Size 6.0 MB
Tags CPython 3.10 Windows x86-64
SHA-256 checksum
How to use checksums
6d39e99051a497616785a6e935c71fdaaeaf93ab49846d62286d904e89123f94
BLAKE2b-256 checksum
How to use checksums
4c64455e40feb7235ce379ca380d9b87bf5b37b1ff89a5b85055e17c4b23e05c
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/7.0.0 CPython/3.13.14

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Sep 11, 2026.

Transparency log

Release files / openbricks-4.6.0-cp310-cp310-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl

Download URL openbricks-4.6.0-cp310-cp310-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl
Size 6.1 MB
Tags CPython 3.10 Linux glibc 2.28+ x86-64 Linux glibc 2.5+ x86-64
SHA-256 checksum
How to use checksums
d7f1f9cc9a9a6352804e4155c2f036f8bf6b56ece8ccb0cfdcb87e02a6a3f140
BLAKE2b-256 checksum
How to use checksums
be8fa3020f1ca04e6260db91c327269b894fd1ede4b20accd7fa274e90ca090a
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/7.0.0 CPython/3.13.14

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Sep 11, 2026.

Transparency log

Release files / openbricks-4.6.0-cp310-cp310-macosx_10_9_universal2.whl

Download URL openbricks-4.6.0-cp310-cp310-macosx_10_9_universal2.whl
Size 6.0 MB
Tags CPython 3.10 macOS 10.9+ universal2 (ARM64, x86-64)
SHA-256 checksum
How to use checksums
6713197e98f0bfe1e627fdf761f4688dae56bc5e7f604daef1a07db8e51f1949
BLAKE2b-256 checksum
How to use checksums
24dc7fd4053a7fe03f461e23d792fb720901c68d3d2f992799ca4fe6c4dc398a
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/7.0.0 CPython/3.13.14

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Sep 11, 2026.

Transparency log

Release files / openbricks-4.6.0-cp39-cp39-win_amd64.whl

Download URL openbricks-4.6.0-cp39-cp39-win_amd64.whl
Size 6.0 MB
Tags CPython 3.9 Windows x86-64
SHA-256 checksum
How to use checksums
d9cd6390819165e5b606d4004a406a808f4659a15f2e4777e630d0da18d4314e
BLAKE2b-256 checksum
How to use checksums
301d95be830f2a04248e2f22d8cf71bce8eb1cbbf375f31d3f7e450caac924b8
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/7.0.0 CPython/3.13.14

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Sep 11, 2026.

Transparency log

Release files / openbricks-4.6.0-cp39-cp39-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl

Download URL openbricks-4.6.0-cp39-cp39-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl
Size 6.1 MB
Tags CPython 3.9 Linux glibc 2.28+ x86-64 Linux glibc 2.5+ x86-64
SHA-256 checksum
How to use checksums
c69524d4089510a2bd1d13a1648dc4e022986a4a03236ce4b5fe6d8f2eb7d4d5
BLAKE2b-256 checksum
How to use checksums
4c44665a2aa6fb60424559bc190d6ebd86b7f095323e87f7068f8adbe0bc0d47
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/7.0.0 CPython/3.13.14

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Sep 11, 2026.

Transparency log

Release files / openbricks-4.6.0-cp39-cp39-macosx_10_9_universal2.whl

Download URL openbricks-4.6.0-cp39-cp39-macosx_10_9_universal2.whl
Size 6.0 MB
Tags CPython 3.9 macOS 10.9+ universal2 (ARM64, x86-64)
SHA-256 checksum
How to use checksums
22500e56fbe5da420848db9dce6d30f0ba35f4c879f1c16e4e8b5d5af29afe19
BLAKE2b-256 checksum
How to use checksums
6f584de74628b92dff0d344db90611d6766c00879e3eda2ed38de730340cecb6
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/7.0.0 CPython/3.13.14

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Sep 11, 2026.

Transparency log

Release history Release notifications | RSS feed

4.9.0

16 release files

4.8.1

16 release files

4.8.0

16 release files

4.7.0

16 release files

This release

4.6.0 This release

16 release files

4.5.0

16 release files

4.4.1

16 release files

4.4.0

16 release files

4.3.0

16 release files

4.2.0

16 release files

4.1.0

16 release files

4.0.0

16 release files

3.1.0

16 release files

3.0.1

16 release files

2.9.0

16 release files

2.8.2

16 release files

2.8.1

16 release files

2.8.0

16 release files

2.7.3

16 release files

2.7.2

16 release files

2.7.1

16 release files

2.7.0

16 release files

2.6.2

16 release files

2.6.1

16 release files

2.6.0

16 release files

2.5.1

16 release files

2.5.0

16 release files

2.4.0

16 release files

2.3.1

16 release files

2.3.0

16 release files

2.2.1

16 release files

2.2.0

16 release files

2.1.0

16 release files

2.0.1

16 release files

2.0.0

16 release files

Anthropic, PBC Visionary sponsor Bloomberg Visionary sponsor Hudson River Trading Visionary sponsor Meta Visionary sponsor NVIDIA Visionary sponsor Microsoft Sustainability sponsor Depot Continuous Integration AWS Cloud computing and Security Sponsor Datadog Monitoring Fastly CDN Google Download Analytics Sentry Error logging StatusPage Status page