I'm a tad bit confused whether some classes are objects or data structures. Say for example HashMaps in java.util, are they objects? (because of its methods like put(), get(), we dont know their inner workings) or are they data structures? (I've always thought of it as data structures because its a Map).
The distinction between data structures and classes/objects is a harder to explain in Java than in C++. In C, there are no classes, only data structures, that are nothing more than "containers" of typed and named fields. C++ inherited these "structs", so you can have both "classic" data structures and "real objects".
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A user of VehicleStruct knows about the parts a vehicle is made of, and can directly interact with these parts. Behavior, i.e. functions, have to be defined outside of the class. That's why it is easy to change behavior: Adding new functions won't require existing code to change. Changing data, on the other hand, requires changes in virtually every function interacting with VehicleStruct. It violates encapsulation!
Notice how the Vehicle could be a motorcycle, a car, a truck, or a tank -- you don't need to know the details. Changing data is easy -- nobody outside the class knows about data so no user of the class needs to be changed. Changing behavior is difficult: All subclasses must be adjusted when a new (abstract) function is added to the class.
In his book, Uncle Bob argues that by doing this, you still have a data structure and not an object. You are still just modeling the vehicle as the sum of its parts, and expose these parts using methods. It is essentially the same as the version with public fields and a plain old C struct -- hence a data structure. Hiding data and exposing methods is not enough to create an object, you have to consider if the methods actually expose behavior or just the data!
When you mix the two approaches, e.g. exposing getEngine() along with startEngine(), you end up with a "hybrid". I don't have Martin's Book at hand, but I remember that he did not recommend hybrids at all, as you end up with the worst of both worlds: Objects where both data and behavior is hard to change.
Your questions concerning HashMaps and Strings are a bit tricky, as these are pretty low level and don't fit quite well in the kinds of classes you will be writing for your applications. Nevertheless, using the definitions given above, you should be able to answer them.
A HashMap is an object. It exposes its behavior to you and hides all the nasty hashing details. You tell it to put and get data, and don't care which hash function is used, how many "buckets" there are, and how collisions are handled. Actually, you are using HashMap solely through its Map interface, which is quite a good indication of abstraction and "real" objects.
A String, on the other hand, is pretty much an array of characters, and does not try to hide this very much. I guess one could call it a data structure, but to be honest I am not sure if much is to be gained one way or the other.
As I see it , what Robert Martin tries to convey, is that objects should not expose their data via getters and setters unless their sole purpose is to act as simple data containers. Good examples of such containers might be java beans, entity objects (from object mapping of DB entities), etc.
The Java Collection Framework classes, however, are not a good example of what he's referring to, since they don't really expose their internal data (which is in a lot of cases basic arrays). It provides abstraction that lets you retrieve objects that they contain. Thus (in my POV) they fit in the "Objects" category.
The reasons are stated by the quotes you added from the book, but there are more good reasons for refraining from exposing the internals. Classes that provide getters and setters invite breaches of the Law of Demeter, for instance. On top of that, knowing the structure of the state of some class (knowing which getters/setters it has) reduces the ability to abstract the implementation of that class. There are many more reasons of that sort.
A data structure is a structure which organizes certain data in a certain way.You can implement structures in ways different that by using classes (that's what you do in languages which don't support OOP e.g.; you can still implement a data structure in C let's say).
A data structure is only an abstraction, a special way of representing data. They are just human-made constructs, which help in reducing complexity at the high-level, i.e. to not work in the low-level. An object may seem to mean the same thing, but the major difference between objects and data structures is that an object might abstract anything. It also offers behaviour. A data structure does not have any behaviour because it is just data-holding memory.
The libraries classes such as Map, List,etc. are classes, which represent data structures. They implement and setup a data structure so that you can easily work with them in your programs by creating instances of them (i.e. objects).
Data structures(DS) are an abstract way of saying that a structure holds some data'. HashMap with some key value pairs is a data structure in Java. Associated arrays are similarly in PHP etc. Objects is a little lower than the DS level. Your hashmap is a data structure. now to use a hashmap you create an 'object' of it and add data to that object using put method. I can have my own class Employee which has data and is thus a DS for me. But to use this DS to do some operations like o see if the employee is a male or a female colleague i need an instance of an Employee and test its gender property.
An object is an instance of a class. A class can define a set of properties/fields that every instance/object of that class inherits. A data structure is a way to organize and store data. Technically a data structure is an object, but it's an object with the specific use for holding other objects (everything in Java is an object, even primitive types).
To answer your question a String is an object and a data structure. Every String object you create is an instance of the String class. A String, as Java represents it internally, is essentially a character array, and an array is a data structure.
Not all classes are blueprints for data structures, however all data structures are technically objects AKA instances of a class (that is specifically designed to store data), if that makes any sense.
However, you want people to be able to access the data, sometimes change it. So, you provide public methods called accessors and mutators to allow them to do so, also called getters and setters. Additionally, you may want them to view the object as a whole in a format of your choosing, so you can define a toString method; this returns a string representing the object's data.
But it is usually private within another class; As a Node is private within a tree and should not be directly accessible to the user of the tree. However, inside the tree object the nodes data members are publicly visible. The node itself does not need accessors and mutators, because these functions are trusted to and protected by the tree object.
The chapter will work through a more or less realistic programming example, introducing concepts as they apply to the problem at hand. The example code will often build on functions and bindings introduced earlier in the book.
But Jacques would prefer to get rid of his condition entirely. The irregular occurrences of the transformation make him suspect that they might be triggered by something. For a while, he believed that it happened only on days when he had been near oak trees. However, avoiding oak trees did not solve the problem.
Switching to a more scientific approach, Jacques has started keeping a daily log of everything he does on a given day and whether he changed form. With this data he hopes to narrow down the conditions that trigger the transformations.
The notation for getting at the elements inside an array also uses square brackets. A pair of square brackets immediately after an expression, with another expression inside of them, will look up the element in the left-hand expression that corresponds to the index given by the expression in the brackets.
The delete operator cuts off a tentacle from such an octopus. It is a unary operator that, when applied to an object property, will remove the named property from the object. This is not a common thing to do, but it is possible.
Arrays, then, are just a kind of object specialized for storing sequences of things. If you evaluate typeof [], it produces "object". You can visualize arrays as long, flat octopuses with all their tentacles in a neat row, labeled with numbers.
When we have two numbers, 120 and 120, we can consider them precisely the same number, whether or not they refer to the same physical bits. With objects, there is a difference between having two references to the same object and having two different objects that contain the same properties. Consider the following code:
The object1 and object2 bindings grasp the same object, which is why changing object1 also changes the value of object2. They are said to have the same identity. The binding object3 points to a different object, which initially contains the same properties as object1 but lives a separate life.
To compute the measure of correlation between two Boolean variables, we can use the phi coefficient (). This is a formula whose input is a frequency table containing the number of times the different combinations of the variables were observed. The output of the formula is a number between -1 and 1 that describes the correlation.
Arrays have an includes method that checks whether a given value exists in the array. The function uses that to determine whether the event name it is interested in is part of the event list for a given day.
Aha! There are two factors with a correlation clearly stronger than the others. Eating peanuts has a strong positive effect on the chance of turning into a squirrel, whereas brushing teeth has a significant negative effect. 152ee80cbc
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