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 3.10.1

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 3.10.1
File Size Uploaded
openbricks-3.10.1.tar.gz 4.1 MB Details

Built distributions (wheels)

Table of built distributions (wheels) for openbricks 3.10.1
File
openbricks-3.10.1-cp313-cp313-win_amd64.whl CPython 3.13 CPython 3.13 Windows x86-64 Details
openbricks-3.10.1-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-3.10.1-cp313-cp313-macosx_10_13_universal2.whl CPython 3.13 CPython 3.13 macOS 10.13+ universal2 (ARM64, x86-64) Details
openbricks-3.10.1-cp312-cp312-win_amd64.whl CPython 3.12 CPython 3.12 Windows x86-64 Details
openbricks-3.10.1-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-3.10.1-cp312-cp312-macosx_10_13_universal2.whl CPython 3.12 CPython 3.12 macOS 10.13+ universal2 (ARM64, x86-64) Details
openbricks-3.10.1-cp311-cp311-win_amd64.whl CPython 3.11 CPython 3.11 Windows x86-64 Details
openbricks-3.10.1-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-3.10.1-cp311-cp311-macosx_10_9_universal2.whl CPython 3.11 CPython 3.11 macOS 10.9+ universal2 (ARM64, x86-64) Details
openbricks-3.10.1-cp310-cp310-win_amd64.whl CPython 3.10 CPython 3.10 Windows x86-64 Details
openbricks-3.10.1-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-3.10.1-cp310-cp310-macosx_10_9_universal2.whl CPython 3.10 CPython 3.10 macOS 10.9+ universal2 (ARM64, x86-64) Details
openbricks-3.10.1-cp39-cp39-win_amd64.whl CPython 3.9 CPython 3.9 Windows x86-64 Details
openbricks-3.10.1-cp39-cp39-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl CPython 3.9 CPython 3.9 Linux glibc 2.28+ x86-64, Linux glibc 2.5+ x86-64 Details
openbricks-3.10.1-cp39-cp39-macosx_10_9_universal2.whl CPython 3.9 CPython 3.9 macOS 10.9+ universal2 (ARM64, x86-64) Details

Total release size: 63.0 MB

Release files / openbricks-3.10.1.tar.gz

Download URL openbricks-3.10.1.tar.gz
Size 4.1 MB
Tags Source
SHA-256 checksum
How to use checksums
6ae2de1efd02b84716062eced5ee1c57b86eeef9d2425682cd417fec257a52ad
BLAKE2b-256 checksum
How to use checksums
af69ae7f683003ec21cbb3ddd0cd3930bdf19dd0ee1eac004feb6cbf3a859ee9
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 8, 2026.

Transparency log

Release files / openbricks-3.10.1-cp313-cp313-win_amd64.whl

Download URL openbricks-3.10.1-cp313-cp313-win_amd64.whl
Size 3.9 MB
Tags CPython 3.13 Windows x86-64
SHA-256 checksum
How to use checksums
05e3b39105f80cf54ce5157c27ba8706dff80506e9d5697f5e64d216e59d74a5
BLAKE2b-256 checksum
How to use checksums
1a31d81d8a9333dc6dde9b1c67d882fd80a8736c52f48b3b2d4a24b73d2dcda7
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 8, 2026.

Transparency log

Release files / openbricks-3.10.1-cp313-cp313-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl

Download URL openbricks-3.10.1-cp313-cp313-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl
Size 4.0 MB
Tags CPython 3.13 Linux glibc 2.28+ x86-64 Linux glibc 2.5+ x86-64
SHA-256 checksum
How to use checksums
e5c69014e3700749b10a71907c3827075f6191ca0d261a49eb6cf08febfc89df
BLAKE2b-256 checksum
How to use checksums
f4eea3b23b5e54654899502caa69cf984b0c4bbcd5facb1be5f70f9ee5663fcd
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 8, 2026.

Transparency log

Release files / openbricks-3.10.1-cp313-cp313-macosx_10_13_universal2.whl

Download URL openbricks-3.10.1-cp313-cp313-macosx_10_13_universal2.whl
Size 3.9 MB
Tags CPython 3.13 macOS 10.13+ universal2 (ARM64, x86-64)
SHA-256 checksum
How to use checksums
d86840c172c55310e92fcba1eca0298baba2c8f8e530c0cd7052fc46a6adb2e9
BLAKE2b-256 checksum
How to use checksums
165eee77a5d18edb8bee81a8c5101b495b01c6ec84b77ddab8606da1b9599c37
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 8, 2026.

Transparency log

Release files / openbricks-3.10.1-cp312-cp312-win_amd64.whl

Download URL openbricks-3.10.1-cp312-cp312-win_amd64.whl
Size 3.9 MB
Tags CPython 3.12 Windows x86-64
SHA-256 checksum
How to use checksums
fb1db56914a96eba7726e2a9056f561ce0dd39e648446c8c120e6f4f764b1342
BLAKE2b-256 checksum
How to use checksums
1ba671eaebd3ea555f9a7a80c3919b544c5268ca43f672003266ed07b1d62968
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 8, 2026.

Transparency log

Release files / openbricks-3.10.1-cp312-cp312-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl

Download URL openbricks-3.10.1-cp312-cp312-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl
Size 4.0 MB
Tags CPython 3.12 Linux glibc 2.28+ x86-64 Linux glibc 2.5+ x86-64
SHA-256 checksum
How to use checksums
4686871ab99594cf4bedb3d7d29fbcd38c2ae08f7d777d761b2e5d4fc05ebe89
BLAKE2b-256 checksum
How to use checksums
394f0fc09159a56e3f2d91fbd43651039e70174bddcfe289c420ae046ae03910
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 8, 2026.

Transparency log

Release files / openbricks-3.10.1-cp312-cp312-macosx_10_13_universal2.whl

Download URL openbricks-3.10.1-cp312-cp312-macosx_10_13_universal2.whl
Size 3.9 MB
Tags CPython 3.12 macOS 10.13+ universal2 (ARM64, x86-64)
SHA-256 checksum
How to use checksums
1ba29df0f736287b1441a60a17a8b2e74725041856dd705a9b09fa2459ad795d
BLAKE2b-256 checksum
How to use checksums
d17c7a0cc175ab561f9645811969263c7916231b11f3fde606fa39c9a62a488c
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 8, 2026.

Transparency log

Release files / openbricks-3.10.1-cp311-cp311-win_amd64.whl

Download URL openbricks-3.10.1-cp311-cp311-win_amd64.whl
Size 3.9 MB
Tags CPython 3.11 Windows x86-64
SHA-256 checksum
How to use checksums
f11b6001a2becb9e4f4bf40547fad80f37ccba6fa4b5d086c211b9828016557e
BLAKE2b-256 checksum
How to use checksums
551fb9a5ea780fce5e8da184b34db4e8f6031dffc0edd1c32d4ec6d51bb085b0
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 8, 2026.

Transparency log

Release files / openbricks-3.10.1-cp311-cp311-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl

Download URL openbricks-3.10.1-cp311-cp311-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl
Size 4.0 MB
Tags CPython 3.11 Linux glibc 2.28+ x86-64 Linux glibc 2.5+ x86-64
SHA-256 checksum
How to use checksums
66fee724217c54edb0c565002ae378eecbb1b1a4ca73012753002925f3cc427f
BLAKE2b-256 checksum
How to use checksums
995c0d952f4dfa31bfd6b852011895d4b72c3dd4c65e2829971e468bffed3a24
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 8, 2026.

Transparency log

Release files / openbricks-3.10.1-cp311-cp311-macosx_10_9_universal2.whl

Download URL openbricks-3.10.1-cp311-cp311-macosx_10_9_universal2.whl
Size 3.9 MB
Tags CPython 3.11 macOS 10.9+ universal2 (ARM64, x86-64)
SHA-256 checksum
How to use checksums
6ba5c946fc5077455030c4945e3075820b85f9aebb658ff1b35d0afd7ce5833b
BLAKE2b-256 checksum
How to use checksums
2379e82b7c62524200e70f2228f5a26f615f797f670ee7d08702174927638260
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 8, 2026.

Transparency log

Release files / openbricks-3.10.1-cp310-cp310-win_amd64.whl

Download URL openbricks-3.10.1-cp310-cp310-win_amd64.whl
Size 3.9 MB
Tags CPython 3.10 Windows x86-64
SHA-256 checksum
How to use checksums
779bdc86bfbec97cf6c24ea8e4be139d3b1f58c329df23e7466a4c5c694deeb0
BLAKE2b-256 checksum
How to use checksums
906030e30a5078585175ceedd3801c9055d535d3bfe7c287eb552573a092550c
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 8, 2026.

Transparency log

Release files / openbricks-3.10.1-cp310-cp310-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl

Download URL openbricks-3.10.1-cp310-cp310-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl
Size 4.0 MB
Tags CPython 3.10 Linux glibc 2.28+ x86-64 Linux glibc 2.5+ x86-64
SHA-256 checksum
How to use checksums
0529c99543320bd7c50831c113ba0e24d4d46d9b812d9a4239328fe06ad510a9
BLAKE2b-256 checksum
How to use checksums
975dccca955c357f01ecf0c837de3a181e0c93ef6b9ff6bd564eda22448ee0ac
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 8, 2026.

Transparency log

Release files / openbricks-3.10.1-cp310-cp310-macosx_10_9_universal2.whl

Download URL openbricks-3.10.1-cp310-cp310-macosx_10_9_universal2.whl
Size 3.9 MB
Tags CPython 3.10 macOS 10.9+ universal2 (ARM64, x86-64)
SHA-256 checksum
How to use checksums
a3f5021e95c2ea9362eec0e27ef5f2f540c70eca88809bd769bc66ef28363be7
BLAKE2b-256 checksum
How to use checksums
3b5331a6235056fc9fd5f2326449c56aafab9b1d4d41dda42ba58146f28c0c3f
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 8, 2026.

Transparency log

Release files / openbricks-3.10.1-cp39-cp39-win_amd64.whl

Download URL openbricks-3.10.1-cp39-cp39-win_amd64.whl
Size 3.9 MB
Tags CPython 3.9 Windows x86-64
SHA-256 checksum
How to use checksums
5296eb71b3fd8e4bc2d2a902c63fa162b22f1e009d5985e46cfc065fe912a46a
BLAKE2b-256 checksum
How to use checksums
3bba31012a96b47a192584b904497da308de2e8cb5aba976b1c904f74de0e0f2
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 8, 2026.

Transparency log

Release files / openbricks-3.10.1-cp39-cp39-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl

Download URL openbricks-3.10.1-cp39-cp39-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl
Size 4.0 MB
Tags CPython 3.9 Linux glibc 2.28+ x86-64 Linux glibc 2.5+ x86-64
SHA-256 checksum
How to use checksums
5454421c033bcc1fe8c99abfbd89c61708eeb77dbb2b8fd444936d6499ebe661
BLAKE2b-256 checksum
How to use checksums
e625b03f22a2f76e09cfdbb48589b09b152e1c06b115faa0b828e2471fa39a40
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 8, 2026.

Transparency log

Release files / openbricks-3.10.1-cp39-cp39-macosx_10_9_universal2.whl

Download URL openbricks-3.10.1-cp39-cp39-macosx_10_9_universal2.whl
Size 3.9 MB
Tags CPython 3.9 macOS 10.9+ universal2 (ARM64, x86-64)
SHA-256 checksum
How to use checksums
18c8f5180ec7a756cf8418c3e9349e89a78c47afebafcb5d8eec542a98f579c5
BLAKE2b-256 checksum
How to use checksums
8bf3905be24dfe89dd33fab724d74c9a484e8d0c47139e7b07dd7b69188444be
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 8, 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

4.6.0

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

This release

3.10.1 This release

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