A single-worker subprocess pool that can kill C extensions.
A "ProcessPool-like-executor" with hard-kill timeouts and import warming. The basic problem is that if you freeze up deep in a C-extension Python timeout-handling stuff doesn't work. warmpool runs functions in a spawned subprocess, and if they exceed their timeout it SIGTERM+SIGKILL the process and all children if the C extension has spawned anything.
- It calls a "warming function" in each new process, so you can have it keep a process warmed with
import scipy, numpy, etcwhich can easily be 2+ seconds. - The timeouts actually work regardless of what happens in the function.
- It has an option to keep a spare process warm in the background so it can rotate cleanly without eating an import period.
- It sends logs back to the parent through a pipe.
import time
from warmpool import WarmPool
def warm_imports():
import numpy
import scipy.linalg
def eigh_huge(n=5000):
"""Stuck in LAPACK C code — only SIGKILL works."""
import numpy as np
from scipy import linalg
a = np.random.rand(n, n)
a = a + a.T
return linalg.eigh(a)
def add(a=0, b=0):
return a + b
pool = WarmPool(warming=warm_imports)
# numpy+scipy are already imported — no 2s wait
start = time.perf_counter()
try:
pool.run(eigh_huge, timeout=0.5, n=5000)
except TimeoutError:
print(f"killed after {time.perf_counter() - start:.2f}s")
# pool recovered via spare
result = pool.run(add, timeout=5.0, a=2, b=3)
print(f"recovered: add(2, 3) = {result}")
pool.shutdown()
killed after 0.53s
recovered: add(2, 3) = 5
Metadata
Release files for warmpool 0.1.2
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| warmpool-0.1.2.tar.gz | 11.1 kB | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| warmpool-0.1.2-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 24.7 kB
Release files / warmpool-0.1.2.tar.gz
| Download URL | warmpool-0.1.2.tar.gz |
|---|---|
| Size | 11.1 kB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
890e6a77b6ea6a4682021a1d81e7c7f27dff70c5839c7393512bd74f00a9bf04
|
|
BLAKE2b-256 checksum How to use checksums |
4444b44d6282ac9144eeec54eb46619f86d4fa35ff035f4fc85ec1cb86027e06
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.13.12
|
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 May 12, 2026.
Transparency logRelease files / warmpool-0.1.2-py3-none-any.whl
| Download URL | warmpool-0.1.2-py3-none-any.whl |
|---|---|
| Size | 13.5 kB |
| Tags | Python 3 |
|
SHA-256 checksum How to use checksums |
8b2bf2ee25a76414532e619ef2c0668e1e0d6feb3c2849b984d053b8e7902580
|
|
BLAKE2b-256 checksum How to use checksums |
0b861e09c6db132355608d967dcfa42db1bfade3de378af3b3f98bfe725df1af
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.13.12
|
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 May 12, 2026.
Transparency log