Reactor Python SDK
Connect your Python app to a live Reactor model: send commands, receive real-time video and audio. Built for scripts, servers and computer-vision pipelines, authenticating with your API key server-side.
Install
pip install reactor-sdk # Python 3.10+, no runtime dependencies
pip install "reactor-sdk[audio]" # adds PortAudio, for the microphone/speaker helpers
Supported platforms
Each release ships one wheel per platform, carrying a prebuilt libreactor_ffi
for it. There is no source distribution: the package is useless without that
native library, and building it needs a Rust toolchain and a libwebrtc download.
| Platform | Wheel | Requires |
|---|---|---|
| Linux x86_64 | manylinux_2_34_x86_64 |
glibc 2.34+ (Ubuntu 22.04, Debian 12, RHEL 9, Amazon Linux 2023) |
| Linux aarch64 | manylinux_2_34_aarch64 |
glibc 2.34+ |
| Linux musl x86_64 | musllinux_1_2_x86_64 |
musl 1.2+ (Alpine Linux) |
| Linux musl aarch64 | musllinux_1_2_aarch64 |
musl 1.2+ (Alpine Linux) |
| macOS arm64 | macosx_11_0_arm64 |
macOS 11+ |
| macOS x86_64 | macosx_13_0_x86_64 |
macOS 13+ — libwebrtc's floor on this architecture |
| Windows x86_64 | win_amd64 |
Windows 10+ |
Any interpreter 3.10 or newer works on all of them: the SDK reaches the library
through ctypes and links no libpython, so the wheels are tagged
py3-none-<platform> and there is nothing per-version to match.
Anything outside that table — musl older than 1.2, glibc older than 2.34, 32-bit,
Windows on ARM — has no wheel, and pip will not say so: 0.8.0 and earlier
were a single py3-none-any wheel that installs anywhere, so pip walks back to
one of those and leaves you on an older SDK with a different API. Pin a floor to
turn that into an error:
pip install "reactor-sdk>=1.0"
To run somewhere with no wheel, build the library yourself and point the SDK at
it with REACTOR_FFI_LIB — see Development.
Quickstart
import asyncio
from reactor_sdk import Reactor, ReactorStatus
API_KEY = "..."
async def main():
async with Reactor(model_name="my-model", api_key=API_KEY) as r:
@r.on_status(ReactorStatus.READY)
def on_ready(status):
asyncio.create_task(r.send_command("set_prompt", {"prompt": "a forest at dawn"}))
await r.connect()
@r.track("video_output").on_frame
def render(frame):
print(f"frame: {frame.shape}")
await asyncio.sleep(30) # keep the session open while frames arrive
asyncio.run(main())
Tracks
A model declares its tracks: each has a name, a kind (video or audio) and a
direction — sendonly you push into, recvonly you receive from.
Getting one
reactor.track("video_output") # by name
reactor.tracks # every declared track, as a list
reactor.tracks is a list with filters, for when you would rather describe the
track than name it:
reactor.tracks.with_kind("video") # or TrackKind.VIDEO
reactor.tracks.with_direction("recvonly") # or TrackDirection.RECVONLY
reactor.tracks.with_kind("audio").with_direction("recvonly").one()
Filters chain in either order. one() returns the single match, or raises naming
the candidates.
Naming a track before connect() works: register handlers first, and the name is
checked against the model's declaration as soon as it arrives.
Receiving
output = reactor.track("video_output")
@output.on_frame
def render(frame): # RGB numpy array, (height, width, 3)
...
@output.on_raw_frame # the same frames, unconverted
def forward(bgra, width, height, frame_id, timestamp_us, user_data):
...
await output.pause()
await output.resume()
Only that track's frames reach the handler. on_frame converts to a numpy array
and needs numpy; on_raw_frame hands over the bytes WebRTC already decoded — BGRA,
or interleaved i16 PCM on an audio track — and needs nothing.
To react as tracks arrive instead of naming them:
@reactor.on_track
def arrived(track): # fires once per declared track
print(track.name, track.kind, track.direction)
Sending
camera = await reactor.track("camera").publish() # or: await reactor.publish_track("camera")
camera.push_frame(frame) # numpy array: shape carries the size
camera.push_frame(bgra, width=640, height=480) # bytes: size spelled out
camera.push_frame(frame, user_data=b"seq=1") # tag the frame's metadata
camera.push_frame(frame, capture_time_us=t) # stamp when it was captured
mic = await reactor.track("mic").publish()
mic.push_frame(pcm, sample_rate=16000) # audio track: interleaved i16 PCM
camera.unpublish()
Audio accepts 8, 16, 24, 32, 44.1 and 48 kHz PCM, with num_channels=1 (mono)
or 2 (stereo). WebRTC resamples locally to the negotiated send format. Pace
pushes at the capture rate; arbitrary chunks are buffered into 10 ms blocks.
A format change or disconnect discards any partial block. Local audio tracks
still share one synthetic capture device.
Several cameras capturing one moment are one moment: push them with the same
capture_time_us and that is what the far end reads, instead of the microseconds
apart the pushes happened to land. The value is a point on the engine's clock —
time_micros(), not time.time().
from reactor_sdk import time_micros
now = time_micros()
for camera, frame in views.items():
camera.push_frame(frame, capture_time_us=now)
One push_frame and one on_frame for both kinds — the track knows which it is.
Asking for something its direction does not have raises, rather than doing nothing.
Publishing is what puts a sender behind the slot, so push_frame before it raises
InvalidStateError rather than accepting frames nothing carries. A publish lasts
as long as the session: a reconnect resumes recvonly tracks and nothing else, so
publish again after one — track.published says which side of that you are on.
Audio devices
The SDK opens no audio device: a sendonly audio track carries only the PCM you
push, and a model's audio arrives at on_frame for you to play. Two helpers do
that, and need reactor-sdk[audio]:
from reactor_sdk.audio_devices import Microphone, Speaker
speaker = reactor.tracks.with_kind("audio").with_direction("recvonly").one()
mic = await reactor.track("mic").publish()
with Speaker(speaker), Microphone(mic):
await asyncio.sleep(30)
Speakerplays a recvonly audio track, buffering the jitter between what arrives and what the device asks for. Feed it directly withsubmit()if the PCM comes from elsewhere.Microphonecaptures the default input device into a sendonly track. One at a time: every local audio track is fed from one shared device.- Both raise when PortAudio is missing, so catch that if you would rather run silent.
Neither has an example yet — the samples below are video-only. Until one lands,
the docstrings on Speaker and Microphone are the reference.
Errors
A failed call raises an exception with a code you can branch on:
from reactor_sdk import ConflictError, ReactorError, UnauthorizedError
try:
await reactor.connect()
except UnauthorizedError:
... # token missing, expired or out of scope
except ConflictError:
... # a previous run left the session orphaned
except ReactorError as error:
if error.recoverable: # a timeout, a 5xx, a transport that dropped
await reactor.reconnect()
raise
Every exception carries .code, .message, .recoverable, .status,
.operation and .retry_after_ms:
except RateLimitedError as error:
await asyncio.sleep((error.retry_after_ms or 1000) / 1000)
ReactorError is the base, and also what on_error hands you — the same object a
failed call raises, plus timestamp_ms:
@reactor.on_error
def log(error):
print(error.code, error.operation, error.recoverable)
Subclasses: InvalidStateError, DisconnectedError, NetworkError,
RequestTimeoutError, TransportError, UnauthorizedError, NotFoundError,
ConflictError, RateLimitedError, BadRequestError, ServerError,
VersionMismatchError, DecodeError, SessionTerminalError,
MessageTooLargeError, AbortedError.
A command the model itself rejects reports the model's own code, which this package
cannot enumerate — match on error.code for anything outside that list.
One failure is not in that family: exchanging an api_key for a token raises
AuthError, which is a RuntimeError and not a ReactorError. It happens inside
connect() when the client was given a key rather than a jwt, so catch it
alongside:
from reactor_sdk import AuthError
try:
await reactor.connect()
except AuthError:
... # the key itself was refused, or the auth host is unreachable
Recordings
await reactor.download_clip(10, "clip.mp4") # last 10 seconds, streamed to disk
await reactor.download_recording("full.mp4") # whole session, streamed to disk
data = await reactor.download_clip(10) # no path: the assembled bytes
- With a path the download streams straight to the file. Without one the whole clip is held in memory — fine for seconds, not for a session.
- The bytes are a fragmented MP4: the playlist's
#EXT-X-MAPinit segment, then its.m4sfragments.ffplay, VLC and mpv play the result as-is; a player wanting a faststart moov takesffmpeg -i clip.mp4 -c copy -movflags +faststart out.mp4. - A clip cut from mid-session keeps its original timestamps, so its reported duration runs from the session's start rather than from the clip's.
on_progress=lambda done, total: ...follows the download, counting the init segment as its first part.
download_clip() is request_clip(seconds) plus the download. Use the two-step
form to inspect the Clip first — its markers, session_id,
predicted_ready_at_ms — or to decide whether to download at all:
clip = await reactor.request_clip(10)
await download_clip(clip, "clip.mp4") # the module-level function
Connection statistics
stats = await reactor.get_stats()
print(f"{stats.rtt_ms:.0f} ms, {stats.incoming_bitrate_bps or 0:,.0f} bps in")
- The two measured bitrates are derived against the previous call, so the first
one after connecting reports
Nonefor them, and so does a call made less than 200 ms after the last. Everything else is on every call. Poll a couple of seconds apart for a continuous reading. - Every field that the engine has not measured yet is
None, never zero — no RTT yet is not a zero-latency link. stats.candidate_typeis"relay"when the session is going through TURN, which is the first thing worth knowing when latency is bad.stats.inbound,stats.outboundandstats.candidate_pairscarry the engine's own per-stream report: SSRCs, stream kinds, frame counters, NACK counts, retransmissions, decode time, and each candidate pair's own totals.- Raises
InvalidStateErrorunless the session is ready.
These are the same numbers the JS SDK reports for the same connection: the same candidate pair (the one carrying media — nominated and succeeded), the same byte counters, the same video stream. Two deliberate differences:
- An audio-only session still reports
jitter_sandpacket_loss_ratio. Both come from the received video stream, as in the browser; with no video stream this falls back to the receive streams there are, where the browser reports nothing. inbound,outbound,candidate_pairsandrelay_protocolare extra. The browser's own report has most of that; its SDK does not surface it.
Samples
Seven minimal examples in examples/,
one per capability. Each adds exactly one call to the same spine — connect, give
the model what it needs, receive frames — so the diff against the first one is
the lesson. The same seven exist in every Reactor SDK.
| # | Script | Teaches |
|---|---|---|
| 01 | 01_connect_and_receive.py |
Connect, send the model's first command, read the reply, count frames. |
| 02 | 02_upload_image.py |
Upload a file and pass the FileRef into a command. |
| 03 | 03_pause_and_resume.py |
Pause and resume a track — nothing is generated while it is paused. |
| 04 | 04_publish_track.py |
Publish a track and push tagged frames into it. |
| 05 | 05_multi_connection.py |
Two clients on one session, the second adopting it by id. |
| 06 | 06_record_clip.py |
Request a clip and download it. |
| 07 | 07_frame_metadata.py |
Read the per-frame trailer: frame id, the sender's timestamp, user_data. |
Running them from a checkout needs the native library built first — see Before the first run.
export REACTOR_API_KEY=rk_...
uv run python examples/01_connect_and_receive.py
uv run python examples/06_record_clip.py 5 clip.mp4
pip install pygame # for the window
REACTOR_SHOW=1 uv run python examples/04_publish_track.py # sent | received
REACTOR_SHOW=1 puts the stream in a window, which is the only way to see that a
model did the right thing rather than merely produce frames.
Configuration is environment-only — REACTOR_API_KEY / REACTOR_JWT /
REACTOR_MODEL / REACTOR_API_URL / REACTOR_LOCAL / REACTOR_SECONDS /
REACTOR_SHOW — and each example reads what it needs at the top of the file. See
the examples README.
Development
mise run lint:python # ruff check + format
mise run test:python # pytest
mise run build:wheel # cargo build --release, then a wheel with it bundled
Tests that need the compiled library skip without it, so pytest is clean on a
fresh checkout. mise run build:wheel without one produces a pure-Python wheel
with a warning — fine for an editable install, not for a release.
The native library
At import time it is resolved in three places, in order: REACTOR_FFI_LIB, then
next to the installed package (where the wheels put it), then target/release/
in an enclosing checkout. On a platform with no wheel, cargo build -p reactor-ffi --release and an install from source is the whole story, and
REACTOR_FFI_LIB points the installed SDK at a local build.
Rebuild it after pulling changes under crates/: a signature that moved in the
FFI but not in your build fails at the call rather than at load, so it looks like
a hang, not a version error.
See the repo-wide CONTRIBUTING.md for the rest (DCO,
commit conventions, opening a PR).
Documentation
The full documentation covers platform concepts and the other language SDKs.
Building Alpine wheels
The release workflow uses PyPA's musllinux_1_2 images and repairs the wheel
with auditwheel. Both the Rust library and its WebRTC/C++ dependencies must
be built for musl; retagging a glibc wheel is not sufficient. See
the musllinux platform specification.
The SDK depends on reactor-webrtc 0.16.0, which supports musl and uses the
webrtc-7907-a5ddff60-p6 native build. The musl jobs explicitly pin that native
release and require its linux-musl-x64 and linux-musl-arm64 assets.
Alpine wheels are available starting with SDK 1.5.0.
For local validation before publishing, mount a musl prebuilt into the builder
and set REACTOR_WEBRTC_LIB_DIR to its container path. The directory must carry
lib/linux_libc containing musl. For example, on an ARM64 host, from the SDK
repository root (use the x86_64 builder and matching prebuilt on x86_64):
# PREBUILT points at the companion build's out/linux-musl-arm64-release/dist.
docker run --rm -v "$PWD:/io" -v "$PREBUILT:/prebuilt:ro" -w /io \
-e REACTOR_WEBRTC_LIB_DIR=/prebuilt quay.io/pypa/musllinux_1_2_aarch64 \
bash /io/scripts/build-musllinux-wheel.sh
docker run --rm -v "$PWD:/io:ro" -w /tmp python:3.10-alpine3.22 \
sh /io/scripts/test-musllinux-wheel.sh
License
Apache-2.0 — see LICENSE.
Metadata
Release files for reactor-sdk 1.10.0
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Built distributions (wheels)
| File | Reset | |||
|---|---|---|---|---|
| reactor_sdk-1.10.0-py3-none-win_amd64.whl | Python 3 | none | Windows x86-64 | Details |
| reactor_sdk-1.10.0-py3-none-musllinux_1_2_x86_64.whl | Python 3 | none | Linux musl 1.2+ x86-64 | Details |
| reactor_sdk-1.10.0-py3-none-musllinux_1_2_aarch64.whl | Python 3 | none | Linux musl 1.2+ ARM64 | Details |
| reactor_sdk-1.10.0-py3-none-manylinux_2_34_x86_64.whl | Python 3 | none | Linux glibc 2.34+ x86-64 | Details |
| reactor_sdk-1.10.0-py3-none-manylinux_2_34_aarch64.whl | Python 3 | none | Linux glibc 2.34+ ARM64 | Details |
| reactor_sdk-1.10.0-py3-none-macosx_13_0_x86_64.whl | Python 3 | none | macOS 13.0+ x86-64 | Details |
| reactor_sdk-1.10.0-py3-none-macosx_11_0_arm64.whl | Python 3 | none | macOS 11.0+ ARM64 | Details |
Total release size: 72.6 MB
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