The repository or configuration that created this release differ from a previous release. View details.
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. A program is the deployment; the workload
it serves is a file of its own, given when it runs (workload= a path, or
workload_source= its text), as serq run mg1.sq --workload workloads/mg1.sq.
import pyserq
p = pyserq.compile("mg1.sq", workload="workloads/mg1.sq",
sets={"lam": 0.8}, seed=10, horizon=250000, warmup=25000)
r = pyserq.run(p) # the GIL is released while it runs
r.json() # what `serq run --json` prints
o = r.client["response"] # o.mean, o.ci, o.samples, o.times
pyserq.draw("mg1.sq", workload="workloads/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.
1 maintainer
Metadata
1 maintainer
Release files for pyserq 0.1.7a1
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Change of provenance
The repository or configuration that created these release files differ from that of a previous release.
We recommend inspecting the repository and configuration before proceeding. View details.
Built distributions (wheels)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| pyserq-0.1.7a1-cp39-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl | CPython 3.9 | abi3 | Linux glibc 2.17+ x86-64 | Details |
| pyserq-0.1.7a1-cp39-abi3-macosx_11_0_arm64.whl | CPython 3.9 | abi3 | macOS 11.0+ ARM64 | Details |
Total release size: 3.3 MB
Release files / pyserq-0.1.7a1-cp39-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Change of provenance
This file belongs to a release with changed provenance: the repository or configuration that created the release files differ from that of a previous release.
We recommend inspecting the repository and configuration before proceeding. View details.
| Download URL | pyserq-0.1.7a1-cp39-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
|---|---|
| Size | 1.7 MB |
| Tags | CPython 3.9 Linux glibc 2.17+ x86-64 abi3 |
|
SHA-256 checksum How to use checksums |
9c07ecaca99e6a9a4082fd68d26ba4bf2781cb5aa2e5be4df5c16f89638e6605
|
|
BLAKE2b-256 checksum How to use checksums |
9169a98874388048d7d0a680fd541b622be57414795b78d4e16d1699a30e7d7c
|
| 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 15, 2026.
Transparency logRelease files / pyserq-0.1.7a1-cp39-abi3-macosx_11_0_arm64.whl
Change of provenance
This file belongs to a release with changed provenance: the repository or configuration that created the release files differ from that of a previous release.
We recommend inspecting the repository and configuration before proceeding. View details.
| Download URL | pyserq-0.1.7a1-cp39-abi3-macosx_11_0_arm64.whl |
|---|---|
| Size | 1.6 MB |
| Tags | CPython 3.9 abi3 macOS 11.0+ ARM64 |
|
SHA-256 checksum How to use checksums |
600e6ffebbc569fe7565488f2a3ae4f4d3df3b853c5325a9193618a03b0b7cfd
|
|
BLAKE2b-256 checksum How to use checksums |
20d02f2a56d21331bcd362c2e28d45b9e3e040c0712b4711b952818c68c84f87
|
| 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 15, 2026.
Transparency logSecurity for pyserq 0.1.7a1
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.
Change of provenance
The configuration that created this release differs from a previous release.
While this could reflect a routine change by the project maintainers, it may also indicate that the release files have been compromised.
Configuration
- Removed 0.1.7.dev3 dev.yml
- Added 0.1.7a1 release.yml
Attestation for pyserq-0.1.7a1-cp39-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
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 15, 2026.
Transparency logA note on package security
PyPI is a repository for distributing packages, not a service for auditing them. While third-party security researchers and our staff do their best to detect and remove malicious packages, PyPI cannot guarantee the quality, security or suitability of any given package.
