cloudpickle
Serialize Python objects including lambdas for distributed computing.
Utilities PyPI BSD
How cloudpickle is used
cloudpickle is a dependency in 8 of the 6,208 public GitHub projects set up for AI coding agents that we scanned, too few to describe it from them alone. Our scan also samples projects by dependency (Solana 2,661, Ethereum and EVM 1,496, 3D and games 2,818, agent frameworks and SDKs 10,983); counting those, it appears in 339 projects, and what it is used with below comes from all of them. Projects that use it most often also use attrs (92.9%), NumPy (92.3%), packaging (92.3%).
cloudpickle popularity over time
Gid Score 67: downloads 100, use in agent projects 68, GitHub stars 23, downloads trend 63 (each 0-100). How it is calculated.
Often used with cloudpickle
| attrs | 92.9% of cloudpickle projects · 134.2× more than average |
|---|---|
| NumPy | 92.3% of cloudpickle projects · 15.8× more than average |
| packaging | 92.3% of cloudpickle projects · 63.0× more than average |
| jsonschema | 89.1% of cloudpickle projects · 54.8× more than average |
| Click | 88.8% of cloudpickle projects · 35.6× more than average |
| Requests | 88.8% of cloudpickle projects · 13.1× more than average |
| MarkupSafe | 86.7% of cloudpickle projects · 117.0× more than average |
| python-dateutil | 86.7% of cloudpickle projects · 52.8× more than average |
From all 339 projects in our scan that use cloudpickle, including the dependency samples.
By coding agent
| GitHub Copilot | 0.2% of projects set up for it |
|---|
Share of public repos configured for each agent that list cloudpickle as a dependency.
Install
| Package | pip install cloudpickle |
|---|---|
| Main stacks | Python (338), Next.js (1) |
| Example projects | Paper2Poster/Paper2Poster, ANative-Lab/EvoAgentX, apconw/Aix-DB, BlackArbsCEO/Adv_Fin_ML_Exercises, FlagOpen/RoboBrain2.5 |
Alternatives to cloudpickle
In our scan, none of the most used tools in Utilities does the same job as cloudpickle: they are add-ons, companions or tools for a different task.
More in Utilities: clsx date-fns PyYAML uuid yaml js-yaml glob Lodash