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Empirical Software Engineering

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01-06-2009

Visual querying and analysis of large software repositories

Authors: Lucian Voinea, Alexandru Telea

Published in: Empirical Software Engineering | Issue 3/2009

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Abstract

We present a software framework for mining software repositories. Our extensible framework enables the integration of data extraction from repositories with data analysis and interactive visualization. We demonstrate the applicability of the framework by presenting several case studies performed on industry-size software repositories. In each study we use the framework to give answers to one or several software engineering questions addressing a specific project. Next, we validate the answers by comparing them with existing project documentation, by interviewing domain experts and by detailed analyses of the source code. The results show that our framework can be used both for supporting case studies on mining software repository techniques and for building end-user tools for software maintenance support.

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The entire project contains more than 850 versions, but we were only interested analyzing a subperiod of its entire evolution that covered these versions.

The CVSgrab tool produces full-color visualizations. These have been converted to grayscale for printing purposes.

The mediator makes it possible to couple CVSgrab visualizations with both CVS and Subversion repository data.

Ball T, Kim JM, Porter AA, Siy HP (1997) If your version control system could talk.... In: Proc. ICSE ’97 workshop on process modeling and empirical studies of software engineering

Bennett K, Burd E, Kemerer C, Lehman MM, Lee M, Madachy R, Mair C, Sjoberg D, Slaughter S (1999) Empirical studies of evolving systems. Empirical Soft Eng 4(4):370–380CrossRef

Bieman JM, Andrews AA, Yang HJ (2003) Understanding change-proneness in oo software through visualization. In: IWPC’03: Proc. intl. workshop on program comprehension. IEEE CS Press, pp 44–53

Burch M, Diehl S, Weißgerber P (2005) Visual data mining in software archives. In: SoftVis ’05: Proc. ACM symposium on software visualization. ACM Press, pp 37–46

Collberg C, Kobourov S, Nagra J, Pitts J, Wampler K (2003) A system for graph-based visualization of the evolution of software. In: SoftVis’03: Proc. ACM symposium on software visualization. ACM Press, pp 77–86

Cubranic D, Murphy GC, Singer J, Booth KS (2005) Hipikat: a project memory for software development. IEEE Trans Softw Eng 31(6):446–465CrossRef

Eick SG, Steffen JL, Sumner EE (1992) SeeSoft—a tool for visualizing line oriented software statistics. IEEE Trans Soft Eng 18(11):957–968CrossRef

Everitt E, Landau S, Leese M (2001) Cluster analysis. Arnold Publishers, Inc

Fischer M, Pinzger M, Gall H (2003) Populating a release history database from version control and bug tracking systems. In: ICSM’03: Proc. intl. conference on software maintenance. IEEE CS Press, pp 23–32

Froehlich J, Dourish P (2004) Unifying artifacts and activities in a visual tool for distributed software development teams. In: ICSE’04: Proc. intl. conference on software engineering. IEEE CS Press, pp 387–396

Gall H, Jazayeri M, Krajewski J (2003) CVS release history data for detecting logical couplings. In: IWPSE’03: Proc. intl. workshop on principles of software evolution. IEEE CS Press, pp 13–23

German D, Mockus A (2003) Automating the measurement of open source projects. In: Proc. ICSE’03 workshop on open source software engineering, pp 63–38

German D, Hindle A, Jordan N (2004) Visualizing the evolution of software using SoftChange. In: ICSEKE’04: Proc. 16th intl. conference on software engineering and knowledge engineering, pp 336–341

Greenwood RM, Warboys B, Harrison R, Henderson P (1998) An empirical study of the evolution of a software system. In: ASE’98: Proc. 13^th conference on automated software engineering. IEEE CS Press, pp 293–296

Lanza M (2001) The evolution matrix: recovering software evolution using software visualization techniques. In: IWPSE’01: Proc. intl. workshop on principles of software evolution. ACM Press, pp 37–42

Lopez-Fernandez L, Robles G, Gonzalez-Barahona JM (2004) Applying social network analysis to the information in cvs repositories. In: MSR’04: Proc. intl. workshop on mining software repositories. IEEE CS Press

Microsoft Inc (2007) Age of empires game. www.microsoft.com/games/empires

Voinea L, Telea A (2006a) CVSgrab: mining the history of large software projects. In: EuroVis’06: Proc. eurographics/IEEE-VGTC symposium on visualization. IEEE CS Press, pp 187–194

Voinea L, Telea A (2006b) How do changes in buggy Mozilla files propagate? In: SoftVis ’06: Proc. ACM symposium on software visualization. ACM Press, pp 147–148

Voinea L, Telea A (2006c) Mining software repositories with CVSgrab. In: MSR ’06: Proc. intl. workshop on mining software repositories. ACM Press, pp 167–168

Voinea L, Telea A (2006d) Multiscale and multivariate visualizations of software evolution. In: SoftVis ’06: Proceedings of the 2006 ACM symposium on software visualization. ACM Press, pp 115–124

Voinea L, Telea A (2007) Visual data mining and analysis of software repositories. Comput Graph 31(3):410–428CrossRefMathSciNet

Voinea L, Telea A, van Wijk JJ (2005) Visualization of code evolution. In: SoftVis’05: Proc. ACM symposium on software visualization. ACM Press, pp 47–56

Wu J, Spitzer C, Hassan A, Holt R (2004a) Evolution spectrographs: visualizing punctuated change in software evolution. In: IWPSE’04: Proc. intl. workshop on principles of software evolution. IEEE CS Press, pp 57–66

Wu X, Murray A, Storey MA, Lintern R (2004b) A reverse engineering approach to support software maintenance: version control knowledge extraction. In: WCRE ’04: Proceedings of the 11th working conference on reverse engineering (WCRE’04). IEEE Computer Society, Washington, DC, USA, pp 90–99

Ying ATT, Murphy GC, Ng R, Chu-Carroll MC (2004) Predicting source code changes by mining revision history. IEEE Trans Soft Eng 30(9):574–586CrossRef

Zimmermann T, Weisgerber P (2004) Preprocessing CVS data for fine-grained analysis. In: MSR’04: Proc. intl. workshop on mining software repositories

Zimmermann T, Weisgerber P, Diehl S, Zeller A (2004) Mining version histories to guide software changes. In: ICSE ’04: Proc. intl. conference on software engineering. IEEE CS Press, pp 563–572

Title: Visual querying and analysis of large software repositories
Authors: Lucian Voinea
Alexandru Telea
Publication date: 01-06-2009
Publisher: Springer US
Published in: Empirical Software Engineering / Issue 3/2009
Print ISSN: 1382-3256
Electronic ISSN: 1573-7616
DOI: https://doi.org/10.1007/s10664-008-9068-6

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Other articles of this Issue 3/2009

Toward an understanding of bug fix patterns

On guiding the augmentation of an automated test suite via mutation analysis

Guest editors introduction: special issue on mining software repositories

Macro-level software evolution: a case study of a large software compilation

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