Software Visualization

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17 June 2021 Master Thesis

GITGLASS: Data Analysis and Visualization of Collaborative Development Platforms

Gabriele Zorloni · Master of Science in Software & Data Engineering

28 September 2020 Paper
7670 words · 39 minutes

Visualizing Interaction Data Inside & Outside the IDE to Characterize Developer Productivity

Work fragmentation is a common phenomenon in the workspace, and is detrimental to the actual work taking place. To measure and study the impact of work fragmentation in software development, several studies exploited interaction data, i.e., the data generated by the events performed by the developers in the IDE. However, the absence of information on activities performed outside the IDE could lead to a misclassification of development time. In fact, sometimes leaving the IDE is not an interruption of the task at hand, e.g., when consulting API documentation, or when discussing with colleagues in ad-hoc collaboration applications. In this paper, we propose Ferax, a data analytics platform that developers can leverage for retrospection and possibly to improve their productivity. The capabilities of Ferax are twofold: First, it extends Tako, a profiler to record IDE interaction data for Visual Studio Code, with information about which applications were used and which websites were visited. Second, to enable the understanding of productivity and interruptions on developer sessions, Ferax provides interactive visualizations that show the detailed sequence of events inside and outside the IDE, the switches the developer performs by classifying them as productive or possible interruptions, and the time distribution for application usage. As a preliminary evaluation of Ferax we have collected and analyzed real development sessions from a set of master students and two professional developers. We illustrate how a developer can leverage Ferax to characterize her usual habits, to elicit the impact of interruptions, and to better characterize sessions which were only apparently unproductive.

Visualizing Interaction Data Inside & Outside the IDE to Characterize Developer Productivity
1 July 2019 IDE Extension

Tako

A Visual Studio Code extension that records, aggregates, and visualizes IDE interaction data — entirely on the developer's own machine

Tako
29 June 2017 Paper
2988 words · 15 minutes

The Code Time Machine

Exploring and analyzing the history of changes is an intrinsic part of software evolution comprehension. Existing tools that exploit the data residing in version control repositories provide only limited support for the intuitive navigation of code changes from a historical perspective. We present the Code Time Machine, a lightweight IDE plugin which uses visualization techniques to depict the history of any chosen file augmented with information mined from the underlying versioning system. Inspired by Apple's Time Machine, our tool allows both developers and the system itself to seamlessly move through time.

The Code Time Machine
3 October 2016 Paper
6760 words · 34 minutes

Visualizing the Evolution of Working Sets

As part as their daily work, developers interact with Integrated Development Environments (IDE), generating thousands of events. Together with other aspects of development, this data also captures the modus operandi of the developer, including all the program entities she interacted with during a development session. This \"working set" (or context) is leveraged by developers to create and maintain their mental model of the software system at hand. Understanding how developers navigate and interact with source code during a development session is an open question. We present a novel visual approach to understand how working sets evolve during a development session. The visualization incrementally depicts all the program entities involved in a development session, the intensity of the developer activity on them, and the navigation paths that occurred between them. We visualized more than a thousand development sessions, and categorized them according to their visual properties.

Visualizing the Evolution of Working Sets
26 June 2016 Bachelor Project

CSI:Cub8

Marco Bedulli · Bachelor of Science in Informatics

29 September 2015 Paper
2099 words · 11 minutes

UrbanIt: Visualizing Repositories Everywhere

Software evolution is supported by a variety of tools that help developers understand the structure of a software system, analyze its history and support specific classes of analyses. However, the increasingly distributed nature of software development requires basic repository analyses to be always available to developers, even when they cannot access their workstation with full-fledged applications and command-line tools. We present UrbanIt, a gesture-based tablet application for the iPad that supports the visualization of software repositories together with useful evolutionary analyses (e.g., version diff) and basic sharing features in a portable and mobile setting. UrbanIt is paired with a web application that manages synchronization of multiple repositories.

UrbanIt: Visualizing Repositories Everywhere