mops is a Python library for ML Operations.
Jump to
Quickstart
if you are impatient prefer examples, like me!
mops solves for four core design goals:
-
Efficient transfer of pure function execution to remote execution environments with more &| different compute resources
-
Everything is written in standard Python with basic Python primitives; no frameworks, YAML, DSLs...
-
Memoization — i.e. reproducibility and fault tolerance — for individual functions.
-
Droppability:
mopsshouldn't entangle itself with your code, and you should always be able to run your code with or withoutmopsin the loop.
It is used by decorating or wrapping your pure function and then calling it like a normal function.
read the docs
1 maintainer
Metadata
1 maintainer
Release files for thds.mops 3.8.20250602165457
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Actions Reset |
|---|---|---|---|---|
| thds_mops-3.8.20250602165457-py3-none-any.whl | Python 3 | none | any | Details for thds_mops-3.8.20250602165457-py3-none-any.whl |
Release files / thds_mops-3.8.20250602165457-py3-none-any.whl
| Download URL | thds_mops-3.8.20250602165457-py3-none-any.whl |
|---|---|
| Size | 140.6 kB |
| Tags | Python 3 |
|
SHA-256 checksum How to use checksums |
cd8db91a0726b75c7ab5e81e67c74edb612c78a3a836f74621b43981cb197349
|
|
BLAKE2b-256 checksum How to use checksums |
2c1798e16cbaf3ff73cd6a1dcaa5f92fc4016c9a31e2fa72d158b45feeef9c19
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.12.5
|
Security for thds.mops 3.8.20250602165457
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.
No provenance found
None of the files in this release were uploaded with provenance metadata.
A 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.
To learn more about protecting yourself from malicious actors, visit our package security documentation.
