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Data Serialization

Data serialization is the process of converting structured data into a format that allows for sharing or storage while enabling the recovery of its original structure. This process is essential for minimizing data size, which can help reduce disk space or bandwidth requirements. When serializing data, it is crucial to decide on the structure—whether it will be flat or nested, as this affects how the data is organized and stored 1.

In Python, for instance, there are methods like repr and ast.literal_eval for serializing flat data. The repr method provides a printable representation of an object, while literal_eval safely parses and evaluates expressions for various Python data types, including strings, numbers, and lists 1.

Common serialization formats include XML and JSON, which are human-readable, but binary formats are also used when human readability is not a priority. The main goal of serialization is to allow the serialized data to be read or processed later and deserialized back into its original form 23.

Data Serialization

 The Hitchhiker's Guide to Python!

Data Serialization What is data serialization? Data serialization is the process of converting structured data to a format that allows sharing or storage of the data in a form that allows recovery of ...

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Serialization

 Codecademy

Serialization is the process of translating a complex object into a format, typically a string of characters, that can be deserialized back into a copy of the original object. This is beneficial as it...

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Serialization

 Codecademy

Serialization is the process of converting a complex object to a format that can be transferred over a network, used by an application, or stored in a database or file. In Kotlin, serialization tools ...

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Serialization and saving

 TensorFlow Guide

Complete guide to saving & serializing models.

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Serialization and Deserialization

 Better Programming

Let’s say we have a users object in a JavaScript script that contains a total user count and a list of users, as follows: When the JavaScript run time executes the above code, it’ll create a data…

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Serialization

 Essential Java

Versions [{“Name”:“Java SE 1.1”,“GroupName”:null},{“Name”:“Java SE 1.2”,“GroupName”:null},{“Name”:“Java SE 1.3”,“GroupName”:null},{“Name”:“Java SE 1.4”,“GroupName”:null},{“Name”:“Java SE 5”,“GroupName...

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Serialization - A New Hope

 Inside Java

Almost three decades have passed since the creation of Java Serialization—a feature which is widely frowned upon—and application requirements for externalization of objects have changed significantly...

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What are XML, JSON, and YAML Serialization Formats for AI Applications?

 Python in Plain English

Serialization is a type of language format that is used to convert the object and transmit it to a file, database, or stream of bytes. When we want to send data from one machine to another machine…

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Record Serialization

 Inside Java

A record is a nominal tuple - a transparent, shallowly immutable carrier for a specific ordered sequence of elements. There are many interesting aspects of record classes, as can be read in Brian Goet...

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Object Serialization: Reading and Writing Objects

 Java Java Java: Object-Oriented Problem Solving

Section 11.6 Object Serialization: Reading and Writing Objects The examples in the previous sections showed how to perform I/O operations on simple binary data or text. The java.io package also provid...

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Record Serialization in Practice

 Inside Java

TL;DR Learn how serialization frameworks can support record classes. Record Classes and Serialization Serialization is the process of extracting an object’s state and translating it to a persistent fo...

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Basic Serialization in Java

 Essential Java

What is Serialization Serialization is the process of converting an object’s state (including its references) to a sequence of bytes, as well as the process of rebuilding those bytes into a live objec...

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