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Developing a communication layer between Python and JavaScript

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Názov: Developing a communication layer between Python and JavaScript
Autori: Varnakov, Roman
Rok vydania: 2025
Zbierka: Theseus.fi (Open Repository of the Universities of Applied Sciences / Ammattikorkeakoulujen julkaisuarkisto)
Predmety: IT Engineer, fi=Tieto- ja viestintätekniikka|sv=Informations- och kommunikationsteknik|en=Information and Communications Technology, Python (programming languages), JavaScript, communication, programming, software technology, testing, Bachelor of Engineering, Information Technology
Popis: The study focused on the development of a two-way communication system for Python and JavaScript programming languages in situations where JavaScript runtime responses to requests sent by Python runtime. The objective of the study was to create a socket-based communication module that facilitates interaction between a Python client and a JavaScript client, leveraging Flask as the server framework and SocketIO for communication. The study leveraged various methods to create the system and evaluate it. As a structure, class-based approach was introduced. For serialization, were used JSON, MessagePack and Numpy. Evaluation methods involved simulated request-response scenarios, latency measurements under different payload sizes with a manual logging method. Wireshark was used to capture network traffic and analyze it. As a result, a complete prototype was developed and tested. The system demonstrated reliable performance, even if there were certain improvement considerations, efficient data exchange with a combination of JSON and zstd, and stability under load, confirming its suitability for two-way communication between Python and JavaScript environments.
Druh dokumentu: bachelor thesis
Jazyk: English
Relation: LightningChart Ltd.; https://www.theseus.fi/handle/10024/893276
Dostupnosť: https://www.theseus.fi/handle/10024/893276
Rights: fi=All rights reserved. This publication is copyrighted. You may download, display and print it for Your own personal use. Commercial use is prohibited.|sv=All rights reserved. This publication is copyrighted. You may download, display and print it for Your own personal use. Commercial use is prohibited.|en=All rights reserved. This publication is copyrighted. You may download, display and print it for Your own personal use. Commercial use is prohibited.|
Prístupové číslo: edsbas.8AD2D3C7
Databáza: BASE
Popis
Abstrakt:The study focused on the development of a two-way communication system for Python and JavaScript programming languages in situations where JavaScript runtime responses to requests sent by Python runtime. The objective of the study was to create a socket-based communication module that facilitates interaction between a Python client and a JavaScript client, leveraging Flask as the server framework and SocketIO for communication. The study leveraged various methods to create the system and evaluate it. As a structure, class-based approach was introduced. For serialization, were used JSON, MessagePack and Numpy. Evaluation methods involved simulated request-response scenarios, latency measurements under different payload sizes with a manual logging method. Wireshark was used to capture network traffic and analyze it. As a result, a complete prototype was developed and tested. The system demonstrated reliable performance, even if there were certain improvement considerations, efficient data exchange with a combination of JSON and zstd, and stability under load, confirming its suitability for two-way communication between Python and JavaScript environments.