Detailed Table of Contents
Guidance for the item(s) below:
Given below is a general OOP concept of classes, as you will be writing Python classes this week.
Can explain the relationship between classes and objects
Writing an OOP program is essentially writing instructions that the computer will use to,
A class contains instructions for creating a specific kind of objects. It turns out sometimes multiple objects keep the same type of data and have the same behavior because they are of the same kind. Instructions for creating a 'kind' (or ‘class’) of objects can be done once and those same instructions can be used to objects of that kind. You call such instructions a Class.
Classes and objects in an example scenario
Consider the example of writing an OOP program to calculate the average age of Adam, Beth, Charlie, and Daisy.
Instructions for creating objects Adam
, Beth
, Charlie
, and Daisy
will be very similar because they are all of the same kind: they all represent ‘persons’ with the same interface, the same kind of data (i.e. name
, dateOfBirth
, etc.), and the same kind of behavior (i.e. getAge(Date)
, getName()
, etc.). Therefore, you can have a class called Person
containing instructions on how to create Person
objects and use that class to instantiate objects Adam
, Beth
, Charlie
, and Daisy
.
Similarly, you need classes AgeList
, Calculator
, and Main
classes to instantiate one each of AgeList
, Calculator
, and Main
objects.
Class | Objects |
---|---|
Person | objects representing Adam, Beth, Charlie, Daisy |
AgeList | an object to represent the age list |
Calculator | an object to do the calculations |
Main | an object to represent you (i.e., the one who manages the whole operation) |
Exercises
Identify Classes and Objects
Classes for CityConnect app
Can explain software reuse
Reuse is a major theme in software engineering practices. By reusing tried-and-tested components, the robustness of a new software system can be enhanced while reducing the manpower and time requirement. Reusable components come in many forms; it can be reusing a piece of code, a subsystem, or a whole software.
Can explain the costs and benefits of reuse
While you may be tempted to use many libraries/frameworks/platforms that seem to crop up on a regular basis and promise to bring great benefits, note that there are costs associated with reuse. Here are some:
Exercises
Can explain APIs
An Application Programming Interface (API) specifies the interface through which other programs can interact with a software component. It is a contract between the component and its clients.
A class has an API (e.g., API of the Java String
class, API of the Python str
class) which is a collection of public methods that you can invoke to make use of the class.
The GitHub API is a collection of web request formats that the GitHub server accepts and their corresponding responses. You can write a program that interacts with GitHub through that API.
When developing large systems, if you define the API of each component early, the development team can develop the components in parallel because the future behavior of the other components are now more predictable.
Exercises
Can explain libraries
A library is a collection of modular code that is general and can be used by other programs.
Java classes you get with the JDK (such as String
, ArrayList
, HashMap
, etc.) are library classes that are provided in the default Java distribution.
Natty is a Java library that can be used for parsing strings that represent dates e.g. The 31st of April in the year 2008
built-in modules you get with Python (such as csv
, random
, sys
, etc.) are libraries that are provided in the default Python distribution. Classes such as list
, str
, dict
are built-in library classes that you get with Python.
Colorama is a Python library that can be used for colorizing text in a CLI.
Can make use of a library
These are the typical steps required to use a library:
Can explain frameworks
The overall structure and execution flow of a specific category of software systems can be very similar. The similarity is an opportunity to reuse at a high scale.
Running example:
IDEs for different programming languages are similar in how they support editing code, organizing project files, debugging, etc.
A software framework is a reusable implementation of a software (or part thereof) providing generic functionality that can be selectively customized to produce a specific application.
Running example:
Eclipse is an IDE framework that can be used to create IDEs for different programming languages.
Some frameworks provide a complete implementation of a default behavior which makes them immediately usable.
Running example:
Eclipse is a fully functional Java IDE out-of-the-box.
A framework facilitates the adaptation and customization of some desired functionality.
Running example:
The Eclipse plugin system can be used to create an IDE for different programming languages while reusing most of the existing IDE features of Eclipse.
E.g. https://marketplace.eclipse.org/content/pydev-python-ide-eclipse
Some frameworks cover only a specific component or an aspect.
JavaFX is a framework for creating Java GUIs. Tkinter is a GUI framework for Python.
More examples of frameworks
Can differentiate between frameworks and libraries
Although both frameworks and libraries are reuse mechanisms, there are notable differences:
Libraries are meant to be used ‘as is’ while frameworks are meant to be customized/extended. e.g., writing plugins for Eclipse so that it can be used as an IDE for different languages (C++, PHP, etc.), adding modules and themes to Drupal, and adding test cases to JUnit.
Your code calls the library code while the framework code calls your code. Frameworks use a technique called inversion of control, aka the “Hollywood principle” (i.e. don’t call us, we’ll call you!). That is, you write code that will be called by the framework, e.g. writing test methods that will be called by the JUnit framework. In the case of libraries, your code calls libraries.
Exercises
Can explain platforms
A platform provides a runtime environment for applications. A platform is often bundled with various libraries, tools, frameworks, and technologies in addition to a runtime environment but the defining characteristic of a software platform is the presence of a runtime environment.
Technically, an operating system can be called a platform. For example, Windows PC is a platform for desktop applications while iOS is a platform for mobile applications.
Two well-known examples of platforms are JavaEE and .NET, both of which sit above the operating systems layer, and are used to develop enterprise applications. Infrastructure services such as connection pooling, load balancing, remote code execution, transaction management, authentication, security, messaging etc. are done similarly in most enterprise applications. Both JavaEE and .NET provide these services to applications in a customizable way without developers having to implement them from scratch every time.
Guidance for the item(s) below:
A brief introduction to cloud computing is given below as it is too a means of reuse in some sense. Given cloud computing is a popular concept today, it may be useful for you to know a little bit about it.
Can explain cloud computing
Cloud computing is the delivery of computing as a service over the network, rather than a product running on a local machine. This means the actual hardware and software is located at a remote location, typically, at a large server farm, while users access them over the network. Maintenance of the hardware and software is managed by the cloud provider while users typically pay for only the amount of services they use. This model is similar to the consumption of electricity; the power company manages the power plant, while the consumers pay them only for the electricity used. The cloud computing model optimizes hardware and software utilization and reduces the cost to consumers. Furthermore, users can scale up/down their utilization at will without having to upgrade their hardware and software. The traditional non-cloud model of computing is similar to everyone buying their own generators to create electricity for their own use.
Can distinguish between IaaS, PaaS, and SaaS
source: https://commons.wikimedia.org
Cloud computing can deliver computing services at three levels:
Infrastructure as a service (IaaS) delivers computer infrastructure as a service. For example, a user can deploy virtual servers on the cloud instead of buying physical hardware and installing server software on them. Another example would be a customer using storage space on the cloud for off-site storage of data. Rackspace is an example of an IaaS cloud provider. Amazon Elastic Compute Cloud (Amazon EC2) is another one.
Platform as a service (PaaS) provides a platform on which developers can build applications. Developers do not have to worry about infrastructure issues such as deploying servers or load balancing as is required when using IaaS. Those aspects are automatically taken care of by the platform. The price to pay is reduced flexibility; applications written on PaaS are limited to facilities provided by the platform. A PaaS example is the Google App Engine where developers can build applications using Java, Python, PHP, or Go whereas Amazon EC2 allows users to deploy applications written in any language on their virtual servers.
Software as a service (SaaS) allows applications to be accessed over the network instead of installing them on a local machine. For example, Google Docs is a SaaS word processing software, while Microsoft Word is a traditional word processing software.
Exercises
Guidance for the item(s) below:
Given below is a brief introduction to the some processes (i.e., approaches for running the project) by software projects. As you are not required to follow these in your project, we only aim to get an awareness of these processes in this module.
Can explain SDLC process models
Software development goes through different stages such as requirements, analysis, design, implementation and testing. These stages are collectively known as the software development life cycle (SDLC). There are several approaches, known as software development life cycle models (also called software process models), that describe different ways to go through the SDLC. Each process model prescribes a "roadmap" for the software developers to manage the development effort. The roadmap describes the aims of the development stage(s), the artifacts or outcome of each stage, as well as the workflow i.e. the relationship between stages.
Can explain sequential process models
The sequential model, also called the waterfall model, models software development as a linear process, in which the project is seen as progressing steadily in one direction through the development stages. The name waterfall stems from how the model is drawn to look like a waterfall (see below).
When one stage of the process is completed, it should produce some artifacts to be used in the next stage. For example, upon completion of the requirements stage, a comprehensive list of requirements is produced that will see no further modifications. A strict application of the sequential model would require each stage to be completed before starting the next.
This could be a useful model when the problem statement is well-understood and stable. In such cases, using the sequential model should result in a timely and systematic development effort, provided that all goes well. As each stage has a well-defined outcome, the progress of the project can be tracked with relative ease.
The major problem with this model is that the requirements of a real-world project are rarely well-understood at the beginning and keep changing over time. One reason for this is that users are generally not aware of how a software application can be used without prior experience in using a similar application.
Can explain iterative process models
The iterative model (sometimes called iterative and incremental) advocates having several iterations of SDLC. Each of the iterations could potentially go through all the development stages, from requirements gathering to testing & deployment. Roughly, it appears to be similar to several cycles of the sequential model.
In this model, each of the iterations produces a new version of the product. Feedback on the new version can then be fed to the next iteration. Taking the Minesweeper game as an example, the iterative model will deliver a fully playable version from the early iterations. However, the first iteration will have primitive functionality, for example, a clumsy text based UI, fixed board size, limited randomization, etc. These functionalities will then be improved in later releases.
The iterative model can take a breadth-first or a depth-first approach to iteration planning.
Most projects use a mixture of breadth-first and depth-first iterations i.e., an iteration can contain some breadth-first work as well as some depth-first work.
Can explain agile process models
In 2001, a group of prominent software engineering practitioners met and brainstormed for an alternative to documentation-driven, heavyweight software development processes that were used in most large projects at the time. This resulted in something called the agile manifesto (a vision statement of what they were looking to do).
You are uncovering better ways of developing software by doing it and helping others do it.
Through this work you have come to value:
- Individuals and interactions over processes and tools
- Working software over comprehensive documentation
- Customer collaboration over contract negotiation
- Responding to change over following a plan
That is, while there is value in the items on the right, you value the items on the left more.
-- Extract from the Agile Manifesto
Subsequently, some of the signatories of the manifesto went on to create process models that try to follow it. These processes are collectively called agile processes. Some of the key features of agile approaches are:
There are a number of agile processes in the development world today. eXtreme Programming (XP) and Scrum are two of the well-known ones.
Exercises
Can explain scrum
This description of Scrum was adapted from Wikipedia [retrieved on 18/10/2011], emphasis added:
Scrum is a process skeleton that contains sets of practices and predefined roles. The main roles in Scrum are:
A Scrum project is divided into iterations called Sprints. A sprint is the basic unit of development in Scrum. Sprints tend to last between one week and one month, and are a timeboxed (i.e. restricted to a specific duration) effort of a constant length.
Each sprint is preceded by a planning meeting, where the tasks for the sprint are identified and an estimated commitment for the sprint goal is made, and followed by a review or retrospective meeting, where the progress is reviewed and lessons for the next sprint are identified.
During each sprint, the team creates a potentially deliverable product increment (for example, working and tested software). The set of features that go into a sprint come from the product backlog, which is a prioritized set of high level requirements of work to be done. Which backlog items go into the sprint is determined during the sprint planning meeting. During this meeting, the Product Owner informs the team of the items in the product backlog that he or she wants completed. The team then determines how much of this they can commit to complete during the next sprint, and records this in the sprint backlog. During a sprint, no one is allowed to change the sprint backlog, which means that the requirements are frozen for that sprint. Development is timeboxed such that the sprint must end on time; if requirements are not completed for any reason they are left out and returned to the product backlog. After a sprint is completed, the team demonstrates the use of the software.
Scrum enables the creation of self-organizing teams by encouraging co-location of all team members, and verbal communication between all team members and disciplines in the project.
A key principle of Scrum is its recognition that during a project the customers can change their minds about what they want and need (often called requirements churn), and that unpredicted challenges cannot be easily addressed in a traditional predictive or planned manner. As such, Scrum adopts an empirical approach—accepting that the problem cannot be fully understood or defined, focusing instead on maximizing the team’s ability to deliver quickly and respond to emerging requirements.
Daily Scrum is another key scrum practice. The description below was adapted from https://www.mountaingoatsoftware.com (emphasis added):
In Scrum, on each day of a sprint, the team holds a daily scrum meeting called the "daily scrum.” Meetings are typically held in the same location and at the same time each day. Ideally, a daily scrum meeting is held in the morning, as it helps set the context for the coming day's work. These scrum meetings are strictly time-boxed to 15 minutes. This keeps the discussion brisk but relevant.
...
During the daily scrum, each team member answers the following three questions:
...
The daily scrum meeting is not used as a problem-solving or issue resolution meeting. Issues that are raised are taken offline and usually dealt with by the relevant subgroup immediately after the meeting.
Intro to Scrum in Under 10 Minutes
Can explain XP
The following description was adapted from the XP home page, emphasis added:
Extreme Programming (XP) stresses customer satisfaction. Instead of delivering everything you could possibly want on some date far in the future, this process delivers the software you need as you need it.
XP aims to empower developers to confidently respond to changing customer requirements, even late in the life cycle.
XP emphasizes teamwork. Managers, customers, and developers are all equal partners in a collaborative team. XP implements a simple, yet effective environment enabling teams to become highly productive. The team self-organizes around the problem to solve it as efficiently as possible.
XP aims to improve a software project in five essential ways: communication, simplicity, feedback, respect, and courage. Extreme Programmers constantly communicate with their customers and fellow programmers. They keep their design simple and clean. They get feedback by testing their software starting on day one. Every small success deepens their respect for the unique contributions of each and every team member. With this foundation, Extreme Programmers are able to courageously respond to changing requirements and technology.
XP has a set of simple rules. XP is a lot like a jig saw puzzle with many small pieces. Individually the pieces make no sense, but when combined together a complete picture can be seen. This flow chart shows how Extreme Programming's rules work together.
Pair programming, CRC cards, project velocity, and standup meetings are some interesting topics related to XP. Refer to extremeprogramming.org to find out more about XP.