An Observational Study on Flask Web Framework Questions on Stack Overflow (SO)

IF 1.5 4区 计算机科学 Q3 COMPUTER SCIENCE, SOFTWARE ENGINEERING IET Software Pub Date : 2024-12-19 DOI:10.1049/sfw2/1905538
Luluh Albesher, Reem Alfayez
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Abstract

Web-based applications are popular in demand and usage. To facilitate the development of web-based applications, the software engineering community developed multiple web application frameworks, one of which is Flask. Flask is a popular web framework that allows developers to speed up and scale the development of web applications. A review of the software engineering literature revealed that the Stack Overflow (SO) website has proven its effectiveness in providing a better understanding of multiple subjects within the software engineering field. This study aims to analyze SO Flask-related questions to gain a better understanding of the stance of Flask on the website. We identified a set of 70,230 Flask-related questions that we further analyzed to estimate how the interest towards the framework evolved over time on the website. Afterward, we utilized the Latent Dirichlet Allocation (LDA) algorithm to identify Flask-related topics that are discussed within the set of the identified questions. Moreover, we leveraged a number of proxy measures to examine the difficulty and popularity of the identified topics. The study found that the interest towards Flask has been generally increasing on the website, with a peak in 2020 and drops in the following years. Moreover, Flask-related questions on SO revolve around 12 topics, where Application Programming Interface (API) can be considered the most popular topic and background tasks can be considered the most difficult one. Software engineering researchers, practitioners, educators, and Flask contributors may find this study useful in guiding their future Flask-related endeavors.

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关于Flask Web框架Stack Overflow (SO)问题的观察研究
基于web的应用程序在需求和使用方面都很流行。为了促进基于web的应用程序的开发,软件工程社区开发了多个web应用程序框架,其中之一就是Flask。Flask是一个流行的web框架,它允许开发人员加速和扩展web应用程序的开发。对软件工程文献的回顾表明,Stack Overflow (SO)网站已经证明了它在提供对软件工程领域内多个主题的更好理解方面的有效性。本研究旨在分析与SO Flask相关的问题,以更好地了解Flask在网站上的立场。我们确定了70,230个与flask相关的问题,我们进一步分析了这些问题,以估计网站上对该框架的兴趣是如何随着时间的推移而演变的。之后,我们利用潜在狄利克雷分配(LDA)算法来识别在识别问题集中讨论的flask相关主题。此外,我们利用一些代理措施来检查确定主题的难度和受欢迎程度。研究发现,网站上对Flask的兴趣总体上在增加,在2020年达到顶峰,随后几年下降。此外,与flask相关的SO问题围绕着12个主题,其中应用程序编程接口(API)可以被认为是最受欢迎的主题,后台任务可以被认为是最难的主题。软件工程研究人员、实践者、教育者和Flask贡献者可能会发现这项研究对指导他们未来与Flask相关的工作很有用。
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来源期刊
IET Software
IET Software 工程技术-计算机:软件工程
CiteScore
4.20
自引率
0.00%
发文量
27
审稿时长
9 months
期刊介绍: IET Software publishes papers on all aspects of the software lifecycle, including design, development, implementation and maintenance. The focus of the journal is on the methods used to develop and maintain software, and their practical application. Authors are especially encouraged to submit papers on the following topics, although papers on all aspects of software engineering are welcome: Software and systems requirements engineering Formal methods, design methods, practice and experience Software architecture, aspect and object orientation, reuse and re-engineering Testing, verification and validation techniques Software dependability and measurement Human systems engineering and human-computer interaction Knowledge engineering; expert and knowledge-based systems, intelligent agents Information systems engineering Application of software engineering in industry and commerce Software engineering technology transfer Management of software development Theoretical aspects of software development Machine learning Big data and big code Cloud computing Current Special Issue. Call for papers: Knowledge Discovery for Software Development - https://digital-library.theiet.org/files/IET_SEN_CFP_KDSD.pdf Big Data Analytics for Sustainable Software Development - https://digital-library.theiet.org/files/IET_SEN_CFP_BDASSD.pdf
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