Right now prefect does not have a "fully" out-of-the-box way to allow users to define tasks that they want to run once, save the result Python object/data to a file and skip that task to be run if the ...

Why would I need this? The use case this was written for is convenient monkeypatching within a child Python process, e.g. to patch in mocks for testing when the tested library itself spawns Python ...

Many machine learning (ML) models are Python pickle files under the hood, and it makes sense. The use of pickling conserves memory, enables start-and-stop model training, and makes trained models ...

According to DeepLearning.AI (@DeepLearningAI), leveraging ChatGPT to master Python serialization libraries like Pickle helps software developers efficiently serialize and deserialize complex objects ...