Why to use := in Scala? [duplicate] - scala

What is the difference between = and := in Scala?
I have googled extensively for "scala colon-equals", but was unable to find anything definitive.

= in scala is the actual assignment operator -- it does a handful of specific things that for the most part you don't have control over, such as
Giving a val or var a value when it's created
Changing the value of a var
Changing the value of a field on a class
Making a type alias
Probably others
:= is not a built-in operator -- anyone can overload it and define it to mean whatever they like. The reason people like to use := is because it looks very assignmenty and is used as an assignment operator in other languages.
So, if you're trying to find out what := means in the particular library you're using... my advice is look through the Scaladocs (if they exist) for a method named :=.

from Martin Odersky:
Initially we had colon-equals for assignment—just as in Pascal, Modula, and Ada—and a single equals sign for equality. A lot of programming theorists would argue that that's the right way to do it. Assignment is not equality, and you should therefore use a different symbol for assignment. But then I tried it out with some people coming from Java. The reaction I got was, "Well, this looks like an interesting language. But why do you write colon-equals? What is it?" And I explained that its like that in Pascal. They said, "Now I understand, but I don't understand why you insist on doing that." Then I realized this is not something we wanted to insist on. We didn't want to say, "We have a better language because we write colon-equals instead of equals for assignment." It's a totally minor point, and people can get used to either approach. So we decided to not fight convention in these minor things, when there were other places where we did want to make a difference.
from The Goals of Scala's Design

= performs assignment. := is not defined in the standard library or the language specification. It's a name that is free for other libraries or your code to use, if you wish.

Scala allows for operator overloading, where you can define the behaviour of an operator just like you could write a method.
As in other languages, = is an assignment operator.
The is no standard operator I'm aware of called :=, but could define one with this name. If you see an operator like this, you should check up the documentation of whatever you're looking at, or search for where that operator is defined.
There is a lot you can do with Scala operators. You can essentially make an operator out of virtually any characters you like.

Related

Is it Scala style to use a for loop in Scala/Spark?

I have heard that it is a good practice in Scala to eliminate for loops and do things "the Scala way". I even found a Scala style checker at http://www.scalastyle.org. Are for loops a no-no in Scala? In a course at https://www.udemy.com/course/apache-spark-with-scala-hands-on-with-big-data/learn/lecture/5363798#overview I found this example, which makes me thing that for looks are okay to use, but using the Scala format and syntax of course, in a single line and not like the traditional Java for looks in multiple lines of code. See this example I found from that Udemy course:
val shipList = List("Enterprise", "Defiant", "Voyager", "Deep Space Nine")
for (ship <- shipList) {println(ship)}
That for loop prints this result, as expected:
Enterprise Defiant Voyager Deep Space Nine
I was wondering if using for as in the example above is acceptable Scala style code, or it if is a no-no and why. Thank you!
There is no problem in this for loop, but you can use functions form List object for your work in more functional way.
e.g. instead of using
val shipList = List("Enterprise", "Defiant", "Voyager", "Deep Space Nine")
for (ship <- shipList) {println(ship)}
You can use
val shipList = List("Enterprise", "Defiant", "Voyager", "Deep Space Nine")
shipList.foreach(element => println(element) )
or
shipList.foreach(println)
You can use for loops in Scala, there is no problem with that. But the difference is that this for-loop is not an expression and does not return a value, so you need to use a variable in order to return any value. Scala gives preference to work with immutable types.
In your example you print messages in the console, you need to perform a "side effect" to extract the value breaking the referencial transparency, I mean, you depend on the IO operation to extract a value, or you have mutate a variable which is in the scope which maybe is being accessed by another thread or another concurrent task thereby there is no guarantee that the value that you collect wont be what you are expecting. Obviously, all these hypothesis are related to concurrent/parallel programming and there is where Scala and the immutable style help.
To show the elements of a collection you can use a for loop, but if you want to count the total number of chars in Scala you do that using a expression like:
val chars = shipList.foldLeft(0)((a, b) => a + b.length)
To sum up, most of the times the Scala code that you will read uses immutable style of programming although not always because Scala supports the other way of coding too, but it is weird to find something using a classic Java OOP style, mutating object instances and using getters and setters.

Is the reason we can use val defining functions in Scala?

Is the reason a val variable can be used to contain a function definition is because functions are first class citizens where they can be contained in variables?
In Scala damn near everything is an expression. From a practical perspective what that means is pretty much every bit of syntactically correct Scala code that you can write evaluates to an object that can you can do more Scala on. Examples of things you can do to these objects are: call a method on it, pass it to a function, or store it in a val. Expressions can be thought of in contrast to statements, which are just instructions to the computer to do something. An example of the use of statements in Scala are import commands. The heavy prevalence of expressions in Scala are a deliberate design choice intended to make the language more flexible and extensible.

What is the difference in atomic_load() and assignment?

I am working on a project that deals with lots of atomic operations. Till now I didn’t knew about atomic_load() and was only relying on assignment operator to get value of an atomic type and I haven’t seen an error except of so much of testing. Those atomic types are changed by multiple processes and threads as well by atomic_compare_exchange_strong_explicit(), so they will need an old value every time, and that’s where I always did oldValue = <Atomic_ type_variable> and it always works fine.
Is that just by chance? Should I prefer using atomic_load()?
foo = atomic_var is just a shortcut syntax for foo = atomic_load(&atomic_var);
Which itself is a shortcut for foo = atomic_load_explicit(&atomic_var, memory_order_seq_cst); That has a use-case when you want to use an ordering weaker than the default seq_cst.
The main reason for using atomic_load explicitly in your source code is probably to remind human readers that a variable or pointer is atomic. Or maybe as a part of a macro, using atomic_load(&(macro_input)) would create a compile-time error for a non-atomic pointer.
As a "generic" function, you can't take a normal function-pointer to it.
Its existence may be just to make it easier to write the language standard, and explain everything in terms of functions.
It's not the actual assignment that's key here, it's evaluating the atomic variable in an rvalue context (reading it's value as part of an expression, like you typically find on the right-hand side of an =). printf("%d\n", my_atomic_var); is also equivalent to atomic_load.
And BTW, the same thing holds for atomic_var = foo; being exactly the same as atomic_store_explicit with mo_seq_cst. Here it is assignment that's key.
Other kinds of lvalue references to an atomic variable are different, like read-modify-write atomic_var++ is equivalent to atomic_fetch_add.

Scala: when to use explicit type annotations

I've been reading a lot of other people's Scala code recently, and one of the things that I have difficultly with (coming from Java) is a lack of explicit type annotations.
It's certainly convenient when writing code to be able to leave out type annotations -- however when reading code I often find that explicit type annotations help me to understand at a glance what code is doing more easily.
The Scala style guide (http://docs.scala-lang.org/style/types.html) doesn't seem to provide any definitive guidance on this, stating:
Use type inference where possible, but put clarity first, and favour explicitness in public APIs.
To my mind, this is a bit contradictory. While it's clearly obvious what type this variable is:
val tokens = new HashMap[String, Int]
It's not so obvious what type this one is:
val tokens = readTokens()
So, if I was putting clarity first I would probably annotate all variables where the type is not already declared on the same line.
Do any Scala practitioners have guidance on this? Am I crazy to be considering adding type annotations to my local variables? I'm particularly interested in hearing from folks who spend a lot of time reading scala code (for example, in code reviews), as well as writing it.
It's not so obvious what type this one is:
val tokens = readTokens()
Good names are important: the name is plural, ergo it returns some collection of some kind. The most general collection types in Scala are Traversable and Iterator, and they mostly share a common interface, so it's not really important which one of the two it is. The name also talks about "reading tokens", ergo it obviously should return Tokens in some fashion. And last but not least, the method call has parentheses, which according to the style guide means it has side-effects, so I wouldn't count on being able to traverse the collection more than once.
Ergo, the return type is something like
Traversable[Token]
or
Iterator[Token]
and which of the two it is doesn't really matter because their client interfaces are mostly identical.
Note also that the latter constraint (only traversing the collection once) isn't even captured in the type, even if you were providing an explicit type, you would still have to look at the name and the style!

What is the difference between = and := in Scala?

What is the difference between = and := in Scala?
I have googled extensively for "scala colon-equals", but was unable to find anything definitive.
= in scala is the actual assignment operator -- it does a handful of specific things that for the most part you don't have control over, such as
Giving a val or var a value when it's created
Changing the value of a var
Changing the value of a field on a class
Making a type alias
Probably others
:= is not a built-in operator -- anyone can overload it and define it to mean whatever they like. The reason people like to use := is because it looks very assignmenty and is used as an assignment operator in other languages.
So, if you're trying to find out what := means in the particular library you're using... my advice is look through the Scaladocs (if they exist) for a method named :=.
from Martin Odersky:
Initially we had colon-equals for assignment—just as in Pascal, Modula, and Ada—and a single equals sign for equality. A lot of programming theorists would argue that that's the right way to do it. Assignment is not equality, and you should therefore use a different symbol for assignment. But then I tried it out with some people coming from Java. The reaction I got was, "Well, this looks like an interesting language. But why do you write colon-equals? What is it?" And I explained that its like that in Pascal. They said, "Now I understand, but I don't understand why you insist on doing that." Then I realized this is not something we wanted to insist on. We didn't want to say, "We have a better language because we write colon-equals instead of equals for assignment." It's a totally minor point, and people can get used to either approach. So we decided to not fight convention in these minor things, when there were other places where we did want to make a difference.
from The Goals of Scala's Design
= performs assignment. := is not defined in the standard library or the language specification. It's a name that is free for other libraries or your code to use, if you wish.
Scala allows for operator overloading, where you can define the behaviour of an operator just like you could write a method.
As in other languages, = is an assignment operator.
The is no standard operator I'm aware of called :=, but could define one with this name. If you see an operator like this, you should check up the documentation of whatever you're looking at, or search for where that operator is defined.
There is a lot you can do with Scala operators. You can essentially make an operator out of virtually any characters you like.