Code verification is the process used for checking the software code for errors introduced in the coding phase. The objective of code verification process is to check the software code in all aspects. This process includes checking the consistency of user requirements with the design phase. Note that code verification process does not concentrate on proving the correctness of programs. Instead, it verifies whether the software code has been translated according to the requirements of the user.
The code verification techniques are classified into two categories, namely, dynamic and static. The dynamic technique is performed by executing some test data. The outputs of the program are tested to find errors in the software code. This technique follows the conventional approach for testing the software code. In the static technique, the program is executed conceptually and without any data. In other words, the static technique does not use any traditional approach as used in the dynamic technique. Some of the commonly used static techniques are code reading, static analysis, symbolic execution, and code inspection and reviews.
Code reading is a technique that concentrates on how to read and understand a computer program. It is essential for a software developer to know code reading. The process of reading a software program in order to understand it is known as code reading or program reading. In this process, attempts are made to understand the documents, software specifications, or software designs. The purpose of reading programs is to determine the correctness and consistency of the code. In addition, code reading is performed to enhance the software code without entirely changing the program or with minimal disruption in the current functionality of’ the program. Code reading also aims at inspecting the code and removing (fixing) errors from it.
Code reading is a passive process and needs concentration. An effective code reading activity primarily focuses on reviewing ‘what is important’. The general conventions that can be followed while reading the software code are listed below.
- Figure out what is important: While reading the code, emphasis should be on finding graphical techniques (bold, italics) or positions (beginning or end of the section). Important comments may be highlighted in the introduction or at the end of the software code. The level of details should be according to the requirements of the software code.
- Read what is important: Code reading should be done with the intent to check syntax and structure such as brackets, nested loops, and functions rather than the non-essentials such as name of the software developer who has written the software code.
Static analysis comprises a set of methods used to analyze the source code or object code of the software to understand how the software functions and to set up criteria to check its correctness. Static analysis studies the source code without executing it and gives information about the structure of model used, data and control flows, syntactical accuracy, and much more. Due to this, there are several kinds of static analysis methods, which are listed below.
Control flow analysis: This examines the control structures (sequence, selection, and repetition) used in the code. It identifies incorrect and inefficient constructs and also reports unreachable code, that is, the code to which the control never reaches.
Data analysis: This ensures that-proper operations are applied to data objects (for example, data structures and linked lists). In addition, this method also ensures that the defined data is properly used. Data analysis comprises two methods, namely, data dependency and data-flow analysis. Data dependency (which determines the dependency of one variable on another) is essential for assessing the accuracy of synchronization across multiple processors. Dataflow analysis checks the definition and references of variables.
Fault/failure analysis: This analyzes the fault (incorrect model component) and failure (incorrect behaviour of a model component) in the model. This method uses input-output transformation descriptions to identify the conditions that are the cause for the failure. To determine the failures in certain conditions, the model design specification is checked.
Interface analysis: This verifies and validates the interactive and distributive simulations to check the software code. There are two basic techniques for the interface analysis, namely, model interface analysis and user interface analysis. Model interface analysis examines the sub-model interfaces and determines the accuracy of the interface structure. User interface analysis examines the user interface model and checks for precautionary steps taken to prevent errors during the user’s interaction with the model’. This method also concentrates on how accurately the interface is integrated into. the overall model and simulation.
Symbolic execution concentrates on assessing the accuracy of the model by using symbolic values instead of actual data values for input. Symbolic execution, also known as symbolic evaluation, is performed by providing symbolic inputs, which produce expressions for the output.
Symbolic execution uses a standard mathematical technique for representing the arbitrary program inputs (variables) in the form of symbols. To perform the calculation, a machine is employed to perform algebraic manipulation on the symbolic expressions. These expressions include symbolic data meant for execution. The symbolic execution is represented as a symbolic state symbol consisting of variable symbolic values, path, and the path conditions. The symbolic state for each step in the arbitrary input is updated. The steps that are commonly followed for updating the symbolic state considering all possible paths are listed below.
- The read or the input symbol is created.
- The assignment creates a symbolic value expression.
- The conditions in symbolic state add constraints to the path condition.
The output of symbolic execution is represented in the form of a symbolic execution tree. The branches of the tree represent the paths of the model. There is a decision point to represent the nodes of the tree. This node is labeled with the symbolic values of the data at that junction. The leaves of the tree are complete paths through the model and they represent the output of symbolic execution. Symbolic execution helps in showing the correctness of the paths for all computations. Note that in this method the symbolic execution tree increases in size and creates complexity with growth in the model.
Code Inspection and Reviews
This technique is a formal and systematic examination of the source code to detect errors. During this process, the software is presented to the project managers and the users for a comment of approval. Before providing any comment, the inspection team checks the source code for errors. Generally, this team consists of the following.
- Moderator: Conducts inspection meetings, checks errors-, and ensures that the inspection process is followed.
- Reader: Paraphrases the operation of the software code.
- Recorder: Keeps record of each error in the software code. This frees the task of other team members to think deeply about the software code.
- Author: Observes the code inspection process silently and helps only when explicitly required. The role of the author is to understand the errors found in the software code.
As mentioned above, the reader paraphrases the meaning of small sections of code during the code inspection process. In other words, the reader translates the sections of code from a computer language to a commonly spoken language (such as English). The inspection process is carried out to check whether the implementation of the software code is done according to the user requirements. Generally, to conduct code inspections the following steps are performed.
- Planning: After the code is compiled and there are no more errors and warning messages in the software code, the author submits the findings to the moderator who is responsible for forming the inspection team. After the inspection team is formed, the moderator distributes the listings as well as other related documents like design documentation to each team member. The moderator plans the inspection meetings and coordinates with the team members.
- Overview: This is an optional step and is required only when the inspection team members are not aware of the functioning of the project. To familiarize the team members, the author provides details to make them understand the code.
- Preparation: Each inspection team member individually examines the code and its related materials. They use a checklist to ensure that each problem area is checked. Each inspection team member keeps a copy of this checklist, in which all the problematic areas are mentioned.
- Inspection meeting: This is carried out with all team members to review the software code. The moderator discusses the code under review with the inspection team members.
There are two checklists for recording the result of the code inspection, namely, code inspection checklist and inspection error list. The code inspection checklist contains a summary of all the errors of different types found in the software code. This checklist is used to understand the effectiveness of inspection process. The inspection error list provides the details of each error that requires rework. Note that this list contains details only of those errors that require the whole coding process to be repeated.
All errors in the checklist are classified as major or minor. An error is said to be major if it results in problems and later comes to the knowledge of the user. On the other hand, minor errors are spelling errors and non-compliance with standards. The classification of errors is useful when the software is to be delivered to the user and there is little time to review all the errors present in the software code.
At the conclusion of the inspection meeting, it is decided whether the code should be accepted in the current form or sent back for rework. In case the software code needs reworking, the author makes all the suggested corrections and then compiles the code. When the code becomes error-free, it is sent back to the moderator. The moderator checks the code that has been reworked. If the moderator is completely satisfied with the software code, inspection becomes formally complete and the process of testing the software code begins.