Skip to main content
Pre-release

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

pyserq

serQ in Python. serQ is a language in which an LLM serving deployment is a program; pyserq compiles a program to its IR and runs it, in process, and gives what the serq CLI gives.

import pyserq
p = pyserq.compile("mg1.sq", sets={"lam": 0.8}, seed=10)
r = pyserq.run(p)            # the GIL is released while it runs
r.json()                     # what `serq run --json` prints
o = r.observe("sojourn")     # o.mean, o.ci, o.samples, o.times
pyserq.draw("mg1.sq", format="svg")  # what `serq draw --format svg` prints
pip install pyserq           # a release
pip install --pre pyserq     # the latest commit on main (X.Y.Z.devN)

Wheels: linux x86_64 (manylinux), macOS arm64; Python 3.9 and later (abi3). The version is serq's: pyserq.__version__ is the crate it was built from.

Metadata

Release files for pyserq 0.1.3.dev21

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

Built distributions (wheels)

Table of built distributions (wheels) for pyserq 0.1.3.dev21
File Interpreter ABI Platform
pyserq-0.1.3.dev21-cp39-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl CPython 3.9 abi3 Linux glibc 2.17+ x86-64 Details
pyserq-0.1.3.dev21-cp39-abi3-macosx_11_0_arm64.whl CPython 3.9 abi3 macOS 11.0+ ARM64 Details

Total release size: 2.1 MB

Release files / pyserq-0.1.3.dev21-cp39-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Download URL pyserq-0.1.3.dev21-cp39-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Size 1.1 MB
Tags CPython 3.9 Linux glibc 2.17+ x86-64 abi3
SHA-256 checksum
How to use checksums
212d289145ea4364c7902fdc5382613f85b5e707e194d4cc328dbb4ef92ac3c2
BLAKE2b-256 checksum
How to use checksums
d551c7edc6ff0648a0f1a2423b786d8d70107b300b619e5cad84315b6a459da2
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 Oct 4, 2026.

Transparency log

Release files / pyserq-0.1.3.dev21-cp39-abi3-macosx_11_0_arm64.whl

Download URL pyserq-0.1.3.dev21-cp39-abi3-macosx_11_0_arm64.whl
Size 970.0 kB
Tags CPython 3.9 abi3 macOS 11.0+ ARM64
SHA-256 checksum
How to use checksums
379c5ec892fe1fb7210f0e53f0ba9e57c50f3e65b2954f0050a41acec5003985
BLAKE2b-256 checksum
How to use checksums
c42cde076f2ef11d5399384a351b51000aae3a97ed7804e4dcb13d8484f1f5b8
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 Oct 4, 2026.

Transparency log

Release history Release notifications | RSS feed

0.1.4

2 release files

0.1.3

2 release files

This release

0.1.3.dev21 This release

2 release files

0.1.2

2 release files

0.1.1

2 release files

0.1.0

2 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