Molnar, A.; Motogna, S. Discovering Maintainability Changes in Large Software Systems. String class from the Java.lang package. In Proceedings of the 2019 International Conference on Machine Learning, Big Data, Cloud and Parallel Computing (COMITCon), Faridabad, India, 1416 February 2019; pp. Please note that many of the page functionalities won't work as expected without javascript enabled. However, it is still unclear how different Index variants compare when applied to software systems. New JavaScript and Web Development content every day. Based on their characteristics, behavior, and interrelationships, the variants were divided into two distinct clusters, i.e., variants that do not consider code comments in their calculation and those that do. Microsoft. It is not necessary that if the two objects are unequal according to equals() method, then invoking the hashCode() method on these two objects may produce distinct integer value. How to add an element to an Array in Java? Avg. Gradinik, M.; Berani, T.; Karakati, S. Impact of historical software metric changes in predicting future maintainability trends in open-source software development. = average, CI = confidence interval, Med. On the other hand, equals () method compares whether the value of the strings is equal, and not . By using this website, you agree with our Cookies Policy. For objects, you either use a compareor a compareTomethod instead. In Proceedings of the 2018 International Conference on Innovations in Information Technology (IIT), Al Ain, United Arab Emirates, 1819 November 2018; pp. Although there are differences in the values produced by different variants of an Index used to measure software system maintainability, the variants tend to behave similarly when comparing maintainability between systems. ; Pant, B.; Tiwari, U.K. Wilson, A.; Wedyan, F.; Omari, S. An Empirical Evaluation and Comparison of the Impact of MVVM and MVC GUI Driven Application Architectures on Maintainability and Testability. If youve been using unit tests for some time you might have come to a conclusion that using multiple asserts is not always a bad idea in fact for some tests its the only way to go. So, our custom equals() method in the Employee class is invoked. In the below program, Created two Employee objects with different values. A quick guide on how to compare two objects for equality in Java 8. Therefore, extra caution should be taken when using the Index variants for more specific assessments instead of general ones. Let us create a simple Employee class with instance variables id, name, age for comparing the different objects field by field. let us create a new Employee e3 object with the same values as e1. Although numerous measures have been proposed in the literature for assessing software quality factors, few studies have focused on comparing the Index with other maintainability or software quality measures. Each of the presented variants represents a slightly different approach to measuring maintainability by capturing different software-related characteristics. And also how equals() and hashcode() method are used widely in the Collection API. Kaur, A.; Kaur, K.; Pathak, K. A proposed new model for maintainability index of open source software. [. equals() and hashCode() method. positive feedback from the reviewers. As you can see, the result book1 === book2 is false despite the equality of their content because they have different references. All articles published by MDPI are made immediately available worldwide under an open access license. Hout, M.C. Zighed, N.; Bounour, N.; Seriai, A.D. Additionally, by having a better understanding of the characteristics that contribute to maintainability and how they can be measured by different Index variants, practitioners can also make informed decisions about how to prioritize and focus their efforts to improve these aspects of their software during development, leading to improvements in software quality and the long-term sustainability of their software systems. Ren, Y.; Xing, T.; Chen, X.; Chai, X. and B.. I prefer this method since I no longer need to make changes to my production code (e.g. And who is better in changing behavior of objects in tests than your friendly-neighborhood mocking framework? Use Collections.max () method and store the return value in max variable. We can, therefore, compare them: assertThat (planes1).isNotSameAs (planes2); To sum up, in this case, we have two arrays in memory that contain the same String values in exactly the same order. Observe the values of HashMap before and after adding the employee values. Kencana, G.H. Schober, P.; Boer, C.; Schwarte, L.A. Developed by JavaTpoint. It returns true because the object of double class i.e. MI and MINCMaintainability Index. Now all I needed to do is to compare thefakeExpectedwith the actual result from the test. Furthermore, this study identified some research gaps and suggested some possible directions for future research efforts. Hence, it requires being measured and quantified indirectly while relying on internal attributes that can be measured from software directly [, In the last few decades, the object-oriented paradigm has emerged as one of the most-widely used paradigms for modeling and developing software. Let us add the customized logic for object comparisons. There are ways around this limitation, such as using aHelperclass (ahem) that would do the heavy lifting by inheriting (or not) the original class and adding customEqualscode. Its a good rule that helps me write good, robust unit tests but like all such rules of thumb its not always right (just most of the time). To learn how to compare strings in Java, you can use the methods provided by the following classes. Basic Sort With Lambda Support. ; supervision, B.. [. By using our site, you How do different Maintainability Index variants perform when utilized for the maintainability measurement of an object-oriented software system in the context of other systems? [, Coleman, D. Assessing maintainability. Firstly, our study differs in the inclusion of multiple commonly used Index variants in the comparison, while most studies, except for [. In Proceedings of the 15th International Conference on Advanced Computing and Communications (ADCOM 2007), Guwahati, India, 1821 December 2007; pp. Before Java 8, sorting a collection would involve creating an anonymous inner class for the Comparator used in the sort: 3. By better understanding Index variants and the importance of the context in which an Index variant is used, practitioners can select the variant that best fits their specific needs and goals. In Proceedings of the 3rd International Software Metrics Symposium, Berlin, Germany, 2526 March 1996; pp. Avg. It returns true if the objects are equal, else returns false. ; Saleh, A.; Darwito, H.A. Here is the string comparison which is possible in Java. The comparison operator == tests whether two reference variables point to the same object. Follow to join 3M+ monthly readers. And so usingFakeItEasyI was able to create the following code: What we have here is a newfakeobject a.k.afakeExpectedwhich would call custom code when itsEqualsmethod is called. Note that the object should not be modified. For example, if code documentation significantly benefits software maintainability, a variant incorporating code comments into the Index computation should be used. However, the results could have been different for a different group of software systems, as there is no guarantee that the selected software systems are good representatives. = maximum, Skew = skewness, Kurt. Finding differences between collections of objects of the same data type is a common programming task. [. De Stefano, M.; Iannone, E.; Pecorelli, F.; Tamburri, D.A. whether they are the same object or not. Though, when focusing on fine-grained results posed by the Index, the variant selection had a larger impact. Then, we will compare the objects by using the BeanComparator by calling its compare() method. Exploring Maintainability Index Variants for Software Maintainability Measurement in Object-Oriented Systems. The main advantage of the Index as a single-value measure of maintainability is its ability to be able to compare software in the context of others [. https://doi.org/10.3390/app13052972, Heriko T, umak B. You compare Java primitives (int, long, double, etc.) As the result, JSON.stringify(person3) === JSON.stringify(person1) is false and JSON.stringify(person3) === JSON.stringify(person2) is false. interesting to readers, or important in the respective research area. Ignoring which Index variant is used to assess maintainability could lead to misleading perceptions. It means that it can produce the same hash code for both objects. Modeling Design/Coding Factors That Drive Maintainability of Software Systems. We will be creating two objects and set the first object to "BMW" and the other object to "AUDI". [. Using a comparator, we can sort the elements based on data members. In Proceedings of the 2014 International Conference on Issues and Challenges in Intelligent Computing Techniques (ICICT), Ghaziabad, India, 78 February 2014; pp. Visual Studio. = standard deviation. permission provided that the original article is clearly cited. if both the strings are equal lexicographically i.e. As first, you think the obvious way to compare two objects is iterating the list of properties and then comparing their values. Remember: When we override the equals() method, it is necessary to override the hashCode() method. In Proceedings of the International Conference on Contemporary Computing, Noida, India, 1719 August 2009; Springer: Berlin/Heidelberg, Germany, 2009; pp. [, Revilla, M.A. Granja-Alvarez, J.C.; Barranco-Garca, M.J. A Method for Estimating Maintenance Cost in a Software Project: A Case Study. https://doi.org/10.3390/app13052972, Subscribe to receive issue release notifications and newsletters from MDPI journals, You can make submissions to other journals. The Maintainability Index variants were computed from software metrics extracted from the code of each system by the JHawk tool. Ltd. All rights reserved. C4 Software Technology Reference Guide-A Prototype, Statistical Power Analysis for the Behavioral Sciences. To verify the assumptions of normality for the differences between the two groups under study, the ShapiroWilk Test was utilized because the sample size for the data of RQ1 was small (, To answer RQ2.1, a pairwise correlation analysis was carried out between pairs of Index variants to examine the association between variant values. Although different Index variants present different values when subjected to the same software system, the Index variant values are very strongly positively correlated and indicate in a similar manner how maintainability evolves between releases and from a more long-term perspective. Visual StudioMaintainability Index. The simple difference formula: An approach to teaching nonparametric correlation. It is also possible that an object is equal to another given object, then the equals() method follow the equivalence relation to compare the objects. These findings reinforce the importance of carefully considering which variant of the Index to use for the maintainability assessment, namely taking into account whether or not code documentation should be considered. Overriding follow the convention for the hashCode() method that states, the equal object must have equal hash code. Finally, How to compare and sort the List of employees using the Collections.comparing() method. Multiple requests from the same IP address are counted as one view. 2021. 1996-2023 MDPI (Basel, Switzerland) unless otherwise stated. Feature papers represent the most advanced research with significant potential for high impact in the field. The difference between those two lists would give us the students who didn't pass the exam. You seem to have javascript disabled. Therefore, it is essential to understand how maintainable a software system is as it is being developed. Vijaya; Sharma, S.; Batra, N. Comparative Study of Single Linkage, Complete Linkage, and Ward Method of Agglomerative Clustering. 759768. Development and Application of an Automated Source Code Maintainability Index. A-143, 9th Floor, Sovereign Corporate Tower, We use cookies to ensure you have the best browsing experience on our website. = average, Med. The below example shows how to compare the two different beans. You believe you can do it all by yourself? The equals () method performs a full (deep) comparison. Learn to code interactively with step-by-step guidance. We can override the equals() method in the following way if we want to provide own implementation. Save the above first code as BeanComparatorExample.java. Oregon Workshop on Software Metrics. 101108. Available online: Kaur, K.; Singh, H. Determination of Maintainability Index for Object Oriented Systems. Dahiya, S.S.; Chhabra, J.K.; Kumar, S. Use of genetic algorithm for software maintainability metrics conditioning. In terms of practical implications, software practitioners can use the results of this research to guide their selection of the most-appropriate Index variant for assessing the maintainability of their software systems in an efficient and effective manner. In java, being object-oriented, it is always dynamically created and automatically destroyed by the garbage collector as the scope of the object is over. The above program produced the output saying both e1, e3 objects are not the same even though both objects are having the same values. The object-oriented paradigm is one of the dominant programming paradigms for modeling and developing software. Performance of maintainability index prediction models: A feature selection based study. To answer RQ1, an evaluation and analysis of the gathered data were performed for one version of each included software system, focusing on the differences between the Index variants. Paper should be a substantial original Article that involves several techniques or approaches, provides an outlook for Consequently, the maintainability of object-oriented software has become a significant topic of interest for both software researchers and practitioners. Available online: Stack Overflow. The equals () method is used to compare objects according to their content. Or you just simply want to hone your JavaScript coding skills? The Java Object class provides the two important methods to compare two objects in Java, i.e. The following two lists summarize the differences between the two interfaces. Moreover, when comparing the maintainability of software systems using different variants of the Index, very similar outputs can be expected for all variants without the comment part and all variants with the comment part. And since book4 and book5 all point to the same object instance, book1, so book 4 === book5 is true. Seref, B.; Tanriover, O. Naturally, it is to be expected that maintainability assessment based on different variants computed using different equations may yield different results when subjected to the same software. Learn Java practically Lets upgrade your function to a deep level: Can you spot the differences comparing to the first version? Method of Collections class for sorting List elements is used to sort the elements of List by the given comparator. You probably think comparing two objects in JavaScript is easy. This paper evaluated and compared the Index variants by applying them to Java open-source software systems. Future efforts could also be invested in investigating and determining the Index threshold levels for object-oriented software. Available online: Li, W.; Henry, S. Object-oriented metrics that predict maintainability. Now, you will write a function to compare two objects. = minimum, Max. Lodash's isEqual() function is the most sophisticated way to compare two objects. Author to whom correspondence should be addressed. A systematic and comprehensive investigation of methods to build and evaluate fault prediction models. In order to change the way two objects are compared in an assert we only need change the behavior of one of them the expect value (might change depending on the unit testing framework). A comparator object is capable of comparing two objects of the same class. [, Prabowo, G.; Suryotrisongko, H.; Tjahyanto, A. Several aspects can impact the softwares maintainability, including the codes complexity, the softwares size, and the presence of documentation and comments that help describe the code. The rest of the paper is structured as follows. On the other hand, when comparing the maintainability of systems using two Index variants, one from each of the two groups, the consistency in the maintainability comparison is expected to be lower. Please write comments if you find anything incorrect, or you want to share more information about the topic discussed above. Comparing Maintainability Index, SIG Method, and SQALE for Technical Debt Identification. Internally the Sort method does call Compare method of the classes it is sorting. It compares values of string for equality. Pratap, A.; Chaudhary, R.; Yadav, K. Estimation of software maintainability using fuzzy logic technique. First, we convert the JavaScript objects to JSON strings and then compare those strings . I will explain both methods using Strings and a self-written "Student" class as examples. And now imagine a test in which thatSomeClassis the result of your unit tests what assert would you write? No special JavaTpoint offers too many high quality services. One of the theoretical implications of this study that could be further exploited in software-engineering-related research is the insight into the characteristics of the evaluated variants when applied in different contexts, which was gained through the empirical evaluation and comparison of different variants of the Index. Below is the implementation: Java import java.util. Ardito, L.; Coppola, R.; Barbato, L.; Verga, D. A tool-based perspective on software code maintainability metrics: A systematic literature review. ; methodology, T.H. Bandi, R.; Vaishnavi, V.; Turk, D. Predicting maintenance performance using object-oriented design complexity metrics. Reddy, B.R. Maua, G.; Galinac Grbac, T. Co-evolutionary multi-population genetic programming for classification in software defect prediction: An empirical case study. Dubey, S.K. articles published under an open access Creative Common CC BY license, any part of the article may be reused without Disclaimer/Publishers Note: The statements, opinions and data contained in all publications are solely Most of the time, we want to compare the actual values inside the objects. All examples are shown in this article are over. By comparing two objects, the value of those objects isn't 1. String comparison in Java is a feature that matches a sequence of characters to a string. We can sort them, copy-paste them, merge, and compare them. Multidimensional scaling. [, Chowdhury, S.A.; Uddin, G.; Holmes, R. An Empirical Study on Maintainable Method Size in Java. Now, our need is to compare two objects that are the same or not. For non-object-oriented software systems, an Index value below 65 indicates poor maintainability, between 65 and 85 indicates medium maintainability, and above 85 indicates high maintainability [. = median, Std. This allowed us to evaluate how the different variants capture the notion of maintainability when applied to measure the maintainability of the same software system and to compare the variants in terms of their absolute values. ; project administration, B.. However, it can be overridden in any way possible i.e if one or two values match, etc. In the following example, we have created two classes Employee.java and HashCodeExample.java. This program compiles and executes successfully. ; writingoriginal draft preparation, T.H. While the expression obj1.equals(obj2) compares equality. Three empirical studies on predicting software maintainability using ensemble methods. Objects class from the Java.util . In this article, You've seen how to compare two objects in java using equals() method of Object class. [. However, we've used String constructor to create the strings. Agree Using two asserts would work, at least for a time. accumulo,1,ActiveMQ,2,Adsense,1,API,37,ArrayList,18,Arrays,24,Bean Creation,3,Bean Scopes,1,BiConsumer,1,Blogger Tips,1,Books,1,C Programming,1,Collection,8,Collections,37,Collector,1,Command Line,1,Comparator,1,Compile Errors,1,Configurations,7,Constants,1,Control Statements,8,Conversions,6,Core Java,149,Corona India,1,Create,2,CSS,1,Date,3,Date Time API,38,Dictionary,1,Difference,2,Download,1,Eclipse,3,Efficiently,1,Error,1,Errors,1,Exceptions,8,Fast,1,Files,17,Float,1,Font,1,Form,1,Freshers,1,Function,3,Functional Interface,2,Garbage Collector,1,Generics,4,Git,9,Grant,1,Grep,1,HashMap,2,HomeBrew,2,HTML,2,HttpClient,2,Immutable,1,Installation,1,Interview Questions,6,Iterate,2,Jackson API,3,Java,32,Java 10,1,Java 11,6,Java 12,5,Java 13,2,Java 14,2,Java 8,128,Java 8 Difference,2,Java 8 Stream Conversions,4,java 8 Stream Examples,12,Java 9,1,Java Conversions,14,Java Design Patterns,1,Java Files,1,Java Program,3,Java Programs,114,Java Spark,1,java.lang,4,java.util. In Proceedings of the 2018 International Conference on Electrical Engineering and Informatics (ICELTICs), Banda Aceh, Indonesia, 1920 September 2018; pp. In fact, its fun to do things the hard way, isnt it? The Maintainability Index was calculated for each software system under study using seven variants: Next, data analysis on the acquired data was performed using IBM SPSS Statistics 28 and Python 3.7.6. with the matplotlib, NumPy, pandas, SciPy, seaborn, and scikit-learn libraries. Example 1: Although equals() method can be used to compare the values of two strings, it is not really useful by default to compare two objects without overriding it. ; investigation, T.H. permission is required to reuse all or part of the article published by MDPI, including figures and tables. Inferential statistics were employed to determine if there was a statistically significant difference in the maintainability measurements of the two Index variants. This means that when focusing on finer-grained results posed by the Index, the selection of the Index variant has even more of an impact on the maintainability perception. 8792. (This article belongs to the Special Issue. We have stored the hash code value in the variable a and b, respectively. For example, if we want to check for any two values to make the equals() method consider the two objects to be the same: This method is more like an add-on to the previous one. Mastering JS. Then, we will compare the objects by using the BeanComparator by calling its compare () method. In the second comparison, equals () checks to see whether the passed object is null, or if it's typed as a different. The problem is that failing the first assert would cause an exception to be thrown leaving us with no idea if the second would have passed or failed. [. In the following example, we have created constructor of the Double and Long class and passes corresponding values, as an argument that stored in their objects, respectively. Example 1: The above implementation along with usage of hashCode(): How to Compare Two TreeMap Objects in Java? By using our site, you This tutorial shows you how to get the list of properties with different value on two objects. We can compare two HashMap by comparing Entry with the equals () method of the Map returns true if the maps have the same key-value pairs that mean the same Entry. To explore the variants and understand how they compare when evaluating software maintainability, an experiment was conducted with 45 Java-based object-oriented software systems. Collections API uses hashcode() and equals() Method, 5. about unit testing have heard about the one assert per test rule. After that, in the first println statement, we have invoked equals() method and parse an object y as a parameter that compares the object x and y. We rarely compare the object references in real projects. Java Program to Compare two Boolean Arrays, Java Program to Compare two Double Arrays, Compare two strings lexicographically in Java, equals() and deepEquals() Method to Compare two Arrays in Java. ; Papesh, M.H. Ive also created the new fake usingWrappingso that the original methods on the class would still be called I really care aboutToStringwhich I would override to produce a meaningful assertion message. The below example shows how to compare the two different beans. Avg. Such compare is validated automatically as soon as we write or paste our JSON objects on both sides. In Proceedings of the Software Engineering Productivity Conference, Salt Lake City, UT, USA, 7 April 1992; pp. ; Springer: Singapore, 2017; pp. Ganpati, A.; Kalia, A.; Singh, H. A comparative study of maintainability index of open source software. In Proceedings of the 2020 7th International Conference on Electrical Engineering, Computer Sciences and Informatics (EECSI), Yogyakarta, Indonesia, 12 October 2020; pp. Sjberg et al. To understand and manage software under development and maintenance better, several maintainability measures have been proposed. Misra [, The evolution of the initially proposed Maintainability Index into numerous variants has resulted in a varying usage of Index variants in the context of maintainability assessment. Published at DZone with permission of Dror Helper, DZone MVB. Index Object Oriented Syst. Sjberg, D.I.K. Comparative Analysis of Object-Oriented Software Maintainability Prediction Models. Convert a String to Character Array in Java. = median, Std. const obj1 = . Over 2 million developers have joined DZone. Sawilowsky, S.S. New effect size rules of thumb. Comparison of Maintainability Index Measurement from Microsoft CodeLens and Line of Code. Java Program to Compare Two Objects Difficulty Level : Medium Last Updated : 16 Jun, 2021 Read Discuss Courses Practice Video An object is an instance of a class that has its state and behavior. and Get Certified. Software code maintainability: A literature review. How to clone an ArrayList to another ArrayList in Java. The aim is to provide a snapshot of some of the Syntax: public boolean equals (Object obj) Sci. With extensive use of the Maintainability Index in software research and practice, the Index has been fine-tuned over time to better represent the maintainability characteristics of software systems, to ease the calculation, or to aid the interpretation of the results. Based on the ShapiroWilk Test, a parametric correlation coefficient was utilized, the Pearson Correlation Coefficient (, To answer RQ2.2, the link between Index variants was analyzed in the context of comparing maintainability with versions of the same software system using correlation analysis for each case study. "Exploring Maintainability Index Variants for Software Maintainability Measurement in Object-Oriented Systems" Applied Sciences 13, no. person1 and person2 have the same properties with the same values. The differences in Index variants values are the most notable when looking at the finer-grained results derived from different Index variants. ; Atkinson, G.G. Hope you enjoy this article and find fun with the DIY thing. 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