Agile Quality Assurance. Balancing Perfection Against Development Speed [Test Automation Days Rotterdam June 2015]

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1 Agile Quality Assurance Balancing Perfection Against Development Speed [Test Automation Days Rotterdam June 2015]

2 WHY?

3 Reliability vs. Agility Software is vital to our society Software must be reliable Traditional Software Engineering Reliable = Software without bugs Today s Software Engineering Reliable = Easy to Adapt On the Origin of Species Striving for RELIABILITY (Optimise for perfection) Striving for AGILITY (Optimise for development speed) Test Automation Days June

4 Software Repositories & Archives Version Control CVS, Subversion, Rational ClearCase Perforce, Visual Source Safe Issue Tracking Bugzilla BugTracker.NET ClearQuest JIRA Mant Visual Studio Team Foundation Server Automate the Build make Ant, Maven MSBuild OpenMake Build Forge All of a sudden empirical research has what any empirical science needs: a large corpus of objects to analyze. [Bertrand Meyer's technology blog] Automated Testing HP QuickTest Professional IBM Rational Functional Tester Maveryx Selenium TestComplete Visual Studio Test Professional Microsoft 2010 mailing archives, newsgroups, chat-boxes, facebook, twitter, Test Automation Days June

5 Mining Software Repositories The Mining Software Repositories (MSR) field analyzes the rich data available in software repositories to uncover interesting and actionable information about software systems and projects. Hall of Fame Mining Challenge Winners 2015 StackOverflow Conferences th edition, Florence, Italy th edition, Hyderabad, India th edition, San Francisco, CA, USA th edition, Zürich, CH th edition, Honolulu, HI, USA th edition, Cape Town, ZAF th edition, Vancouver, CAN th edition, Leipzig, DEU th edition, Minneapolis, MN, USA rd edition, Shanghai, CHN nd edition, Saint Luis, MO, USA st edition, Edinburgh, UK Test Automation Days June Sentiment Analysis of Commit Messages in GitHub: An Empirical Study 2013 Encouraging User Behaviour with Achievements: An Empirical Study [StackOverflow] 2012 Do the Stars Align? Multidimensional Analysis of Android's Layered Architecture 2011 Apples Vs. Oranges? An exploration of the challenges of comparing the source code of two software systems [Netbeans+Eclipse] 2010 Cloning and Copying between GNOME Projects 2009 On the use of Internet Relay Chat (IRC) meeting by developers of the GNOME GTK+ project 2008 A newbie's guide to Eclipse APIs 2007 Mining Eclipse Developer Contributions via Author-Topic Models 2006 A study of the contributors of PostgreSQL 5

6 HOW?

7 Monitor Test Process Case = Checkstyle Test driven Development Integration tests Phased Testing Unit Testing Single Test Test Automation Days June

8 Product/Component Specific vocabulary Misclassified Bug Reports? Who to fix? How long to fix? Description text Mining Stack Traces Link to source code

9 What to Retest? Most respondents said that running all unit tests took just seconds or minutes, but some respondents had unit test suites that took hours to execute. A survey of unit testing practices. Per Runeson, IEEE Software, vol.23, no.4, pp.22,29, July-Aug Tests Relevant? For selected Changes Test Automation Days June

10 RESULTS

11 Maintenance of Selenium Tests Avoid Magic Constants! Test Automation Days June

12 Estimating Time to Fix Worst Case Average Case Optimistic Case Test Automation Days June

13 Avoid the Broken Build Tests Relevant? For selected Changes in vivo Test Automation Days June

14 Mutation Testing mutators source code && ++ > - - >= + public static int search(int key, int[] a) { int lo = 0; int hi = a.length - 1; while (lo <= hi) { // Key is in a[lo..hi] or not present. int mid = lo + (hi - lo) / 2; if (key < a[mid]) hi = mid - 1; else if (key > a[mid]) lo = mid + 1; else return mid; } return -1; } mutant1 mutant 2 public static int search(int key, int[] a) { int lo = 0; int hi = a.length - 1; while (lo <= hi) { // Key is in a[lo..hi] or not present. int mid = lo + (hi - lo) / 2; if (key <= a[mid]) hi = mid - 1; else if (key > a[mid]) lo = mid + 1; else return mid; } return -1; } public static int search(int key, int[] a) { int lo = 0; int hi = a.length - 1; while (lo <= hi) { // Key is in a[lo..hi] or not present. int mid = lo + (hi - lo) / 2; if (key < a[mid]) hi = mid - 1; else if (key >= a[mid]) lo = mid + 1; else return mid; } return -1; } CHAQ project January

15 Branch Coverage vs. Mutation Coverage Unit tests only! CHAQ project January 2015

16 Experiments Tools Academic Pilot Cases Consultants powered by CHAQ Industrial Software Intensive Products Tool Vendors

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