What are the differences between JSON and Pickle serialization?
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What are the differences between JSON and Pickle serialization?
JSON (JavaScript Object Notation) is a text-based format that's easy to read and write, while Pickle is a binary format used in Python for serializing and deserializing Python objects.
When should I use JSON instead of Pickle?
You should use JSON when you need interoperability with other languages or when human readability is important. Use Pickle for Python-specific applications where performance and complex object serialization are required.
Are there any security concerns with using Pickle?
Yes, loading Pickle data from untrusted sources can execute arbitrary code, which poses a security risk. It's safer to use JSON for data interchange.
Can you give me an example of when to use each?
Use JSON for web APIs and configuration files, while Pickle is suitable for saving machine learning models or complex Python objects.
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