Serializing java objects in plain code

In managed languages, serialization of objects is typically done in bespoke binary formats such as Protobuf, or markup languages such as XML or JSON. The major limitation of these formats is readability. Human developers cannot read binary code, and in most cases, suffer from the syntax of XML or JSON. This is a major issue when objects are meant to be embedded and read in source code, such as in test cases. To address this problem, we propose plain-code serialization. Our core idea is to serialize objects observed at runtime in the native syntax of a programming language. We realize this vision in the context of Java, and demonstrate a prototype which serializes Java objects to Java source code. The resulting source faithfully reconstructs the objects seen at runtime. Our prototype is called ProDJ and is publicly available. We experiment with ProDJ to successfully plain-code serialize 174,699 objects observed during the execution of 4 open-source Java applications. Our performance measurement shows that the performance impact is not noticeable. Through a user study, we demonstrate that developers prefer plain-code serialized objects within automatically generated tests over their representations as XML or JSON.

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Publication Details

Journal
Journal of Systems and Software
Published
2025-12-04
DOI
https://doi.org/10.1016/j.jss.2025.112721
Primary Topic
Software Engineering Research
Type
article
Field-Weighted Citation Impact
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article

Serializing java objects in plain code

Julian Wachter, Martin Monperrus, Benoît Baudry, Deepika Tiwari
Journal of Systems and Software
Software Engineering Research
article

Serializing java objects in plain code

Julian Wachter, Martin Monperrus, Benoît Baudry, Deepika Tiwari
article en

Abstract

In managed languages, serialization of objects is typically done in bespoke binary formats such as Protobuf, or markup languages such as XML or JSON. The major limitation of these formats is readability. Human developers cannot read binary code, and in most cases, suffer from the syntax of XML or JSON. This is a major issue when objects are meant to be embedded and read in source code, such as in test cases. To address this problem, we propose plain-code serialization. Our core idea is to serialize objects observed at runtime in the native syntax of a programming language. We realize this vision in the context of Java, and demonstrate a prototype which serializes Java objects to Java source code. The resulting source faithfully reconstructs the objects seen at runtime. Our prototype is called ProDJ and is publicly available. We experiment with ProDJ to successfully plain-code serialize 174,699 objects observed during the execution of 4 open-source Java applications. Our performance measurement shows that the performance impact is not noticeable. Through a user study, we demonstrate that developers prefer plain-code serialized objects within automatically generated tests over their representations as XML or JSON.

Journal of Systems and SoftwareVol. 234
Karlsruhe Institute of Technology (DE), KTH Royal Institute of Technology (SE)
Openalex Percentile: Top 49%
Software Engineering Research
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Serializing java objects in plain code — Julian Wachter, Martin Monperrus, et al. · Journal of Systems and Software (2025) | TGRS Research Map | TGRS