TurboPipe

Fast data piping for python

Description

TurboPipe primarily speeds up sending raw bytes from moderngl.Buffer into FFmpeg subprocesses

Features and optimizations:

  • Zero-copy: Calls libc::write syscall in pointer math, avoiding intermediate allocations
  • Rust: Optimized crates like crossbeam and dashmap for channels and data structures
  • Chunks: Write in blocks of 8192 bytes, so the kernel is happy for IPC pipes (Unix)
  • Threading: Doesn't block the Python GIL, allows to render next frame async
  • Safe: Guarantees order, blocks if the memory is queued on any pipe

Note: Also check out ShaderFlow, where TurboPipe shines! 😉

Installation

Simply add the turbopipe PyPI package to your pyproject.toml:

[project]
dependencies = ["turbopipe"]

Usage

Send any object that implements memoryview() (but not them directly!)1

Foundations

On its simplest form, the two are equivalent:

# Whatever data you can get a memoryview
data = os.urandom(1000)

with open("/dev/null", "wb") as stream:

    # Native python method (sync)
    stream.write(data)

    # Fast turbopipe method (async)
    turbopipe.pipe(data, stream.fileno())

# Wait for queued writes
turbopipe.sync(data)

Alternatively, for subprocesses:

from subprocess import PIPE, Popen

# Must have stdin or named pipes
process = subprocess.Popen(
    ("sh", "-c", "cat > /dev/null"),
    stdin=PIPE,
)

# Faster than stdin.write(data)
turbopipe.pipe(data, process.stdin.fileno())

ModernGL

Framebuffers expose their data with the internal .mglo object:

import moderngl

ctx = moderngl.create_standalone_context()
buf = ctx.buffer(reserve=1000)

# Send to FFmpeg, named pipes, raw data files
turbopipe.pipe(buf.mglo, fileno)

However, TurboPipe shines in large data transfers for video encoding:

# Pseudocode for a video editor-like
buffer = ctx.buffer(reserve=width*height*3)
scene = Scene()

ffmpeg = subprocess.Popen(...)
fileno = ffmpeg.stdin.fileno()

while not scene.finished:
    scene.render_frame()

    # Waits on all pending pipes in this buffer
    turbopipe.sync(buffer.mglo)

    # Copy data so the next frame can be pre-rendered
    scene.fbo.read_into(buffer)

    # Queue the write into a worker thread
    turbopipe.pipe(buffer.mglo, fileno)

# Sync all buffers, cleanup, etc.
turbopipe.sync(buffer.mglo)
turbopipe.done(buffer.mglo)
ffmpeg.stdin.close()

See the examples directory for more, and ShaderFlow's usage of it!

Future work

Design is compromise:

  • Split crate into a pure-rust and pyo3 bindings.
  • Are eternal workers heavy on scheduling resources? 2
  • Support untracked writes without waitgroup overhead. 3
  • Store Py_buffer in Work and release in the worker (correctness).
  • Support synchronizing all queued writes in a file descriptor. 4

  1. According to the Python docs on buffers, the view->obj is a reference to the exporter, so using pipe(memoryview(data), file) there is no way for turbopipe to know who is the original data object for synchronization methods (only the ephemeral memoryview). ↩

  2. Stopping workers midway has non-trivial concurrency problems, like needing a new WaitGroup per file descriptor to block .pipe() creating a new thread while due exiting (unecessary overhead). ↩

  3. Simple to implement, but most realistic usage needs to sync at some point, and reutilize buffers. Strong argument is to not create an ephemeral waitgroup overhead. ↩

  4. Nice for minimal code or rotating/untrackable/dangling data sources, however the decision was know your data-first, controlling the truth for pipes and syncs. ↩

Project links

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GitHub Statistics

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License expression

MIT
View SPDX License List

Requires

Python >=3.11

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Metadata

Project links

Data verified by PyPI on Oct 17, 2026
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Key dates

PyPI data
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  • Released:
Latest release

1 maintainer

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The GitHub source repository was provided by the project maintainers and verified by PyPI at the time of upload. Stars, forks, and open issues/PRs are derived from that repository and have not been independently verified.

License expression

MIT
View SPDX License List

Requires

Python >=3.11

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Release files for turbopipe 2.1.0

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

Source distribution (sdist)

Source distribution for turbopipe 2.1.0
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turbopipe-2.1.0.tar.gz 19.3 kB Details

Built distributions (wheels)

Table of built distributions (wheels) for turbopipe 2.1.0
File
turbopipe-2.1.0-cp315-abi3.abi3t-win_arm64.whl 124.6 kB CPython 3.15 abi3, abi3t Windows ARM64 Details
turbopipe-2.1.0-cp315-abi3.abi3t-win_amd64.whl 126.3 kB CPython 3.15 abi3, abi3t Windows x86-64 Details
turbopipe-2.1.0-cp315-abi3.abi3t-win32.whl 125.1 kB CPython 3.15 abi3, abi3t Windows x86-32 Details
turbopipe-2.1.0-cp315-abi3.abi3t-musllinux_1_2_x86_64.whl 435.3 kB CPython 3.15 abi3, abi3t Linux musl 1.2+ x86-64 Details
turbopipe-2.1.0-cp315-abi3.abi3t-musllinux_1_2_i686.whl 467.3 kB CPython 3.15 abi3t, abi3 Linux musl 1.2+ x86-32 Details
turbopipe-2.1.0-cp315-abi3.abi3t-musllinux_1_2_armv7l.whl 506.6 kB CPython 3.15 abi3t, abi3 Linux musl 1.2+ ARMv7l Details
turbopipe-2.1.0-cp315-abi3.abi3t-musllinux_1_2_aarch64.whl 396.3 kB CPython 3.15 abi3, abi3t Linux musl 1.2+ ARM64 Details
turbopipe-2.1.0-cp315-abi3.abi3t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 222.8 kB CPython 3.15 abi3t, abi3 Linux glibc 2.17+ x86-64 Details
turbopipe-2.1.0-cp315-abi3.abi3t-manylinux_2_17_s390x.manylinux2014_s390x.whl 262.6 kB CPython 3.15 abi3, abi3t Linux glibc 2.17+ IBM System/390x Details
turbopipe-2.1.0-cp315-abi3.abi3t-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl 247.3 kB CPython 3.15 abi3, abi3t Linux glibc 2.17+ PowerPC 64-le Details
turbopipe-2.1.0-cp315-abi3.abi3t-manylinux_2_17_armv7l.manylinux2014_armv7l.whl 230.2 kB CPython 3.15 abi3, abi3t Linux glibc 2.17+ ARMv7l Details
turbopipe-2.1.0-cp315-abi3.abi3t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl 218.1 kB CPython 3.15 abi3, abi3t Linux glibc 2.17+ ARM64 Details
turbopipe-2.1.0-cp315-abi3.abi3t-manylinux_2_12_i686.manylinux2010_i686.whl 246.2 kB CPython 3.15 abi3t, abi3 Linux glibc 2.12+ x86-32 Details
turbopipe-2.1.0-cp315-abi3.abi3t-macosx_11_0_arm64.whl 195.3 kB CPython 3.15 abi3, abi3t macOS 11.0+ ARM64 Details
turbopipe-2.1.0-cp315-abi3.abi3t-macosx_10_12_x86_64.whl 205.7 kB CPython 3.15 abi3, abi3t macOS 10.12+ x86-64 Details
turbopipe-2.1.0-cp314-cp314t-win_arm64.whl 127.0 kB CPython 3.14 CPython 3.14 free-threading Windows ARM64 Details
turbopipe-2.1.0-cp314-cp314t-win_amd64.whl 129.3 kB CPython 3.14 CPython 3.14 free-threading Windows x86-64 Details
turbopipe-2.1.0-cp314-cp314t-win32.whl 125.8 kB CPython 3.14 CPython 3.14 free-threading Windows x86-32 Details
turbopipe-2.1.0-cp314-cp314t-musllinux_1_2_x86_64.whl 438.2 kB CPython 3.14 CPython 3.14 free-threading Linux musl 1.2+ x86-64 Details
turbopipe-2.1.0-cp314-cp314t-musllinux_1_2_i686.whl 467.9 kB CPython 3.14 CPython 3.14 free-threading Linux musl 1.2+ x86-32 Details
turbopipe-2.1.0-cp314-cp314t-musllinux_1_2_armv7l.whl 507.1 kB CPython 3.14 CPython 3.14 free-threading Linux musl 1.2+ ARMv7l Details
turbopipe-2.1.0-cp314-cp314t-musllinux_1_2_aarch64.whl 399.0 kB CPython 3.14 CPython 3.14 free-threading Linux musl 1.2+ ARM64 Details
turbopipe-2.1.0-cp314-cp314t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 225.5 kB CPython 3.14 CPython 3.14 free-threading Linux glibc 2.17+ x86-64 Details
turbopipe-2.1.0-cp314-cp314t-manylinux_2_17_s390x.manylinux2014_s390x.whl 264.9 kB CPython 3.14 CPython 3.14 free-threading Linux glibc 2.17+ IBM System/390x Details
turbopipe-2.1.0-cp314-cp314t-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl 249.4 kB CPython 3.14 CPython 3.14 free-threading Linux glibc 2.17+ PowerPC 64-le Details
turbopipe-2.1.0-cp314-cp314t-manylinux_2_17_armv7l.manylinux2014_armv7l.whl 230.7 kB CPython 3.14 CPython 3.14 free-threading Linux glibc 2.17+ ARMv7l Details
turbopipe-2.1.0-cp314-cp314t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl 220.4 kB CPython 3.14 CPython 3.14 free-threading Linux glibc 2.17+ ARM64 Details
turbopipe-2.1.0-cp314-cp314t-manylinux_2_12_i686.manylinux2010_i686.whl 246.7 kB CPython 3.14 CPython 3.14 free-threading Linux glibc 2.12+ x86-32 Details
turbopipe-2.1.0-cp314-cp314t-macosx_11_0_arm64.whl 195.6 kB CPython 3.14 CPython 3.14 free-threading macOS 11.0+ ARM64 Details
turbopipe-2.1.0-cp314-cp314t-macosx_10_12_x86_64.whl 206.2 kB CPython 3.14 CPython 3.14 free-threading macOS 10.12+ x86-64 Details
turbopipe-2.1.0-cp311-abi3-win_arm64.whl 126.1 kB CPython 3.11 abi3 Windows ARM64 Details
turbopipe-2.1.0-cp311-abi3-win_amd64.whl 127.5 kB CPython 3.11 abi3 Windows x86-64 Details
turbopipe-2.1.0-cp311-abi3-win32.whl 126.6 kB CPython 3.11 abi3 Windows x86-32 Details
turbopipe-2.1.0-cp311-abi3-musllinux_1_2_x86_64.whl 436.1 kB CPython 3.11 abi3 Linux musl 1.2+ x86-64 Details
turbopipe-2.1.0-cp311-abi3-musllinux_1_2_i686.whl 468.8 kB CPython 3.11 abi3 Linux musl 1.2+ x86-32 Details
turbopipe-2.1.0-cp311-abi3-musllinux_1_2_armv7l.whl 507.5 kB CPython 3.11 abi3 Linux musl 1.2+ ARMv7l Details
turbopipe-2.1.0-cp311-abi3-musllinux_1_2_aarch64.whl 397.5 kB CPython 3.11 abi3 Linux musl 1.2+ ARM64 Details
turbopipe-2.1.0-cp311-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 223.6 kB CPython 3.11 abi3 Linux glibc 2.17+ x86-64 Details
turbopipe-2.1.0-cp311-abi3-manylinux_2_17_s390x.manylinux2014_s390x.whl 263.0 kB CPython 3.11 abi3 Linux glibc 2.17+ IBM System/390x Details
turbopipe-2.1.0-cp311-abi3-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl 248.7 kB CPython 3.11 abi3 Linux glibc 2.17+ PowerPC 64-le Details
turbopipe-2.1.0-cp311-abi3-manylinux_2_17_armv7l.manylinux2014_armv7l.whl 231.2 kB CPython 3.11 abi3 Linux glibc 2.17+ ARMv7l Details
turbopipe-2.1.0-cp311-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl 219.1 kB CPython 3.11 abi3 Linux glibc 2.17+ ARM64 Details
turbopipe-2.1.0-cp311-abi3-manylinux_2_12_i686.manylinux2010_i686.whl 247.8 kB CPython 3.11 abi3 Linux glibc 2.12+ x86-32 Details
turbopipe-2.1.0-cp311-abi3-macosx_11_0_arm64.whl 197.6 kB CPython 3.11 abi3 macOS 11.0+ ARM64 Details
turbopipe-2.1.0-cp311-abi3-macosx_10_12_x86_64.whl 206.6 kB CPython 3.11 abi3 macOS 10.12+ x86-64 Details

Total release size: 12.1 MB

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Release files / turbopipe-2.1.0-cp311-abi3-musllinux_1_2_aarch64.whl

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Release files / turbopipe-2.1.0-cp311-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

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Release files / turbopipe-2.1.0-cp311-abi3-manylinux_2_12_i686.manylinux2010_i686.whl

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Release files / turbopipe-2.1.0-cp311-abi3-macosx_10_12_x86_64.whl

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2.1.0 This release

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13 release files

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