Chapter 19

©Ian Sommerville 2000 Software Engineering, 6th edition. Chapter 19 Slide 1

Chapter 19

Verification and Validation


Objectives

To introduce software verification and validation and to discuss the distinction between them.

To describe the program inspection / review process and its role in V & V.

To describe the Cleanroom software development process.


Topics covered

Software inspections / reviews Cleanroom software development


Topics / sections we will skip

19.1 Verification and validation planning (pp. 423-425)

19.3 Automated static analysis (pp. 431-434)


Verification: “Are we building the product right?”

The software should conform to its specification.

Validation: “Are we building the right product?”

The software should do what the user really needs / wants.

Verification vs. validation


Software inspections / reviews: analyze static system representations such as requirements, design, source code, etc. (static V & V) a.k.a. human-based testing

Software testing: executing an implemen-tation of the software to examine outputs and operational behavior (dynamic V & V) a.k.a. machine-based testing

Static and dynamic V&V


Static and dynamic V&V

Formalspecification

High-leveldesign

Requirementsspecification

Detaileddesign

Program

PrototypeDynamicvalidation

Staticverification

Software inspections

Program testing


Defect testing: Tests designed to discover system defects. Sometimes referred to as coverage testing. (Covered after “Proofs of Correctness”.)

Statistical testing: Tests designed to assess system reliability and performance under operational conditions. Makes use of an operational profile. (Covered in Chapter 21.)

Program testing


V&V goals

Verification and validation should establish confidence that the software is “fit for purpose”.

This does NOT usually mean that the software must be completely free of defects.

The level of confidence required depends on at least three factors…


Factors affecting level of confidence required

1. Software function / purpose: Safety-critical systems, for example, require a much higher level of confidence than demonstration-of-concept prototypes.

2. User expectations: Users may tolerate shortcomings when the benefits of use are high.

3. Marketing environment: Getting a product to market early may be more important than finding additional defects.


V&V and debugging are distinct processes. V&V is concerned with establishing the

existence of defects in a program.

Debugging is concerned with locating and repairing these defects.

Defect locating is analogous to detective work or medical diagnosis.

V&V versus debugging


Software inspections / reviews

Involve people examining a system representation (requirements, design, source code, etc.) with the aim of discovering anomalies and defects.

They do not require execution so may be used before system implementation.

Can be more effective than testing after system implementation. (As demonstra-ted in many studies.)


Why code inspections can be so effective

Many different defects may be discovered in a single inspection. (In testing, one defect may mask others so several executions may be required.)

They reuse domain and programming language knowledge. (Reviewers are likely to have seen the types of error that commonly occur.)


Inspections and testing are complementary

Inspections can be used early with non-executable entities and with source code at the module and component levels.

Testing can validate dynamic behaviour and is the only effective technique at the sub-system and system code levels.

Inspections cannot directly check non-functional requirements such as performance, usability, etc.


Program inspections / reviews

Formalised approach to document walk-throughs or desk-checking.

Intended exclusively for defect DETEC-TION (not correction).

Defects may be logical errors, anomalies in the code that might indicate an erroneous condition, or non-compliance with standards.


Inspection pre-conditions (“entry criteria”)

A precise specification must be available.

Team members must be familiar with the organization standards.

Syntactically correct code must be available (for code inspections).


Inspection pre-conditions (cont.)

An error checklist should be prepared. Management must accept the fact

that inspection will increase costs early in the software process. (payoff comes later)

Management must not use inspec-tions results for staff appraisals. (Don’t kill the goose that lays the golden eggs.)


The inspection process

Inspectionmeeting

Individualpreparation

Overview

Planning

Rework

Follow-up


Inspection procedure System overview presented to inspection team. Code and associated documents are

distributed to inspection team in advance for individual preparation.

Inspection meeting takes place and discovered errors are noted.

Modifications are made to repair discovered errors (by owner).

Re-inspection may or may not be required.


Inspection teams Typically made up of 4-7 members. Author (owner) of the element being inspected. Inspectors who find errors, omissions and

inconsistencies. Reader who steps through the element being

reviewed with the team. Moderator who chairs the meeting and notes

discovered errors. Other roles are Scribe and Chief moderator


Code inspection checklists

Checklist of common errors should be used to drive individual preparation.

Error checklist for source code is programming language dependent.

The “weaker” the type checking (by the compiler), the larger the checklist.

Examples: initialization, constant naming, loop termination, array bounds, etc.

Inspection checks

Fault class Inspection checkData faults Are all program variables initialised before their values

are used?Have all constants been named?Should the lower bound of arrays be 0, 1, or somethingelse? Should the upper bound of arrays be equal to the size ofthe array or Size -1?If character strings are used, is a delimiter explicitlyassigned?

Control faults For each conditional statement, is the condition correct?Is each loop certain to terminate?Are compound statements correctly bracketed?In case statements, are all possible cases accounted for?

Input/output faults Are all input variables used?Are all output variables assigned a value before they areoutput?

Interface faults Do all function and procedure calls have the correctnumber of parameters?Do formal and actual parameter types match? Are the parameters in the right order? If components access shared memory, do they have thesame model of the shared memory structure?

Storage managementfaults

If a linked structure is modified, have all links beencorrectly reassigned?If dynamic storage is used, has space been allocatedcorrectly?Is space explicitly de-allocated after it is no longerrequired?

Exceptionmanagement faults

Have all possible error conditions been taken intoaccount?


Approximate inspection rate 500 statements/hour during overview. 125 source statement/hour during individual

preparation. 90-125 statements/hour during inspection

meeting.

------------------------------------------------------------ Inspection is therefore an expensive process. Inspecting 500 lines costs about 40 person/

hours (assuming 4 participants).


The name is derived from the “Cleanroom” process in semiconductor fabrication.

The philosophy is defect avoidance rather than defect removal.

Cleanroom software development


• A software development process based on: Incremental development (if appropriate)

Formal specification

Static verification using correctness arguments

Statistical testing to certify program reliability

NO defect testing!

Cleanroom software development


The Cleanroom process

Constructstructuredprogram

Definesoftware

increments

Formallyverifycode

Integrateincrement

Formallyspecifysystem

Developoperational

profileDesign

statisticaltests

Testintegrated

system

Error rework


Specification team: responsible for developing and maintaining the system specification

Development team: responsible for developing and verifying the software. The software is NOT executed or even compiled during this process.

Certification team: responsible for developing a set of statistical tests to measure reliability after development.

Cleanroom process teams


Results in IBM and elsewhere have been very impressive with very few discovered faults in delivered systems.

Independent assessment shows that the process is no more expensive than other approaches.

Not clear how this approach can be transferred to an environment with less skilled engineers.

Cleanroom process evaluation


Key points

Verification and validation are not the same. Verification shows conformance with a specification; validation shows conformance with customer’s needs / desires.

Static verification techniques involve examination and analysis of software elements for error detection.


Key points

Program inspections are very effective in discovering errors.

The Cleanroom development process depends on formal specification, static verification, and statistical testing.

Chapter 19

Documents

Transcript of Chapter 19