Cloudpickle

Warnings

• breaking Dropped support for Python versions 3.6 and 3.7
  Fix: Upgrade to Python 3.8 or newer.
• gotcha Ensure objects being pickled are supported by cloudpickle or face serialization errors.
  Fix: Check the cloudpickle documentation for supported object types.

Install

• pip install cloudpickle Install Cloudpickle

Imports

• cloudpickle

  import cloudpickle

  Make sure to use this import statement since the older imports are no longer supported in this version.

Quickstart

A simple quickstart example demonstrating serialization and deserialization.

import cloudpickle
import os

model = {'name': 'example_model'}

# Serialize
serialized_model = cloudpickle.dumps(model)

# Deserialize
loaded_model = cloudpickle.loads(serialized_model)
print(loaded_model)