Pickle
Pickle is a powerful Python module used for serializing and deserializing Python objects. Serialization is the process of converting a Python object into a byte stream, making it suitable for storage or transmission, while deserialization reconstructs the original object from this byte stream. This functionality is particularly useful in scenarios like saving machine learning models or sharing complex data structures between programs. However, while Pickle offers convenience and flexibility, it also comes with security risks, as unpickling data from untrusted sources can lead to remote code execution vulnerabilities. Understanding its pros and cons is essential for safe usage.
Why turn into a Pickle?
Save machine learning model using Pickle - Python Dump feature engineering data and learn how doing this will save you time and increase your productivity.
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Pickling Perils in Python
In this article we will examine in detail what pickling or serialization is in Python. And build on that understanding to bring to light how it can lead to RCE or Remote Code Execution when it is perf...
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But Where Does the Pickle Go?
Lesson 5 of “Practical Deep Learning for Coders” by fast.ai
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Pickle in Python? Data Serialization
Transform how you store and share Python objects Image generated by me, connect with me on LinkedIn and X When working on Python projects, there’s often a need to save data for later use, share it be...
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Do Not Use Python Pickle Unless You Know All These Points
Python Pickle compared with JSON can serialise objects like Pandas DataFrame and custom class objects. For Data Science and Machine Learning.
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Serializing and De-Serializing Python Objects with Pickle
The pickle module provided by python implements binary protocols for serializing and de-serializing Python object structure. In this article, we will be covering dictionaries.
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Using the Python pickle Module
As a developer, you may sometimes need to send complex object hierarchies over a network or save the internal state of your objects to a disk or database for later use. To accomplish this, you can use...
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Pickling in Python: A Guide to Serializing and Saving Objects
In Python, pickling refers to the process of serializing and deserializing objects. Serialization, also known as pickling, converts Python objects into a byte stream so they can be saved to a file or ...
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Pickle, Joblib, JSON in Python Serialization & Deserialization Made Easy!
Understanding the basics of programming Continue reading on Python in Plain English
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WordleBot
Wordle is a simple word game developed by Josh Wardle. After reading about it in the New York Times, I gave it a try and was immediately hooked. My wife and I have developed a bit of a rivalry…
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Bottle
Bottle is a Python web framework contained within a single source file. Learn more about Bottle on Full Stack Python.
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Loading and Saving
Loading and Saving Python’s standard way of saving class instances and reloading them is the pickle mechanism. Many Theano objects can be serialized (and deserialized ) by pickle , however, a limitat...
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