First when I read up on different predicates on Prolog, like for example http_server, it's written like this: http_server(:Goal, +Options) what does : and + mean here? Sometimes ? is also written.
Secondly sometimes I see variables declared with an underscore before them like _Request, even though there isn't any another Request, why is that?
The +, -, : etc. sigils are called mode declarations. They describe the expected instantiation of predicate arguments, i.e., whether you are expected to call the predicate with an unbound variable, an instantiated term, etc. These are not completely standardized; here is a description of the conventions for SWI-Prolog: http://www.swi-prolog.org/pldoc/man?section=modes
As a first approximation, a + argument is an input to the predicate, you are supposed to provide a ground term. A - argument is an output of the predicate, the predicate will try to unify it with a term. A ? term may be partially instantiated at the call, and the predicate may instantiate it further. A : argument is a meta-argument, i.e., it is a goal to be called by the predicate (as in setof/3, for example).
In the example of http_server(:Goal, +Options), you are supposed to call this predicate with the first argument bound to a goal, probably a predicate name. The second argument must be instantiated, presumably to a list whose format is further described in the documentation. If you do not call this predicate like this, for example, if you pass an unbound variable as the second argument, you might get unexpected behavior or an instantiation error.
As for your second question (which would better have been separate), a variable that begins with an underscore is called an anonymous variable. Every such variable may only occur once per clause, except _ itself, which may occur several times and refers to separate variables at each occurrence.
Prolog systems usually emit a "singleton variable" warning for non-anonymous variables that occur only once, because those might be typos or a sign the programmer forgot something. You use anonymous variables to express the notion that "there must be something here (e.g., a predicate argument), but I don't care what it is". In your example, presumably you call a predicate that has a "request" argument, but in your particular use case you don't care about the request.
I can't understand well about the last ways of arrow functions have:
No duplicate named arguments- arrow functions cannot have duplicate
named arguments in strict or nonstrict mode, as opposed to nonarrow
functions that cannot have duplicate named arguments only in strict
mode.
The above paragraph was picked from Book "Understanding ECMAScript 6" wrote by Nicholas C. Zakas in 'Function' chapter.
According to description above, I know that arrow function has not arguments like other function.
I can understand well the sentence before half, but the other half start by "as opposed to...".
What's that mean "nonarrow functions that cannot have duplicate named arguments only in strict mode."
In fact, functions in strict mode also have arguments. I have no idea what the author mean.
It means that the following is valid JavaScript:
function bar(foo, foo){}
It is not, however, when using strict mode:
'use strict';
function bar(foo, foo){}
// SyntaxError: duplicate formal argument foo
With arrow functions, duplicate named arguments are always, regardless of strict or non-strict mode, invalid.
(foo, foo) => {}
// SyntaxError: duplicate argument names not allowed in this context
According to description above, I know that arrow function has not arguments like other function.
Not sure whether you understood this correctly. Arrow functions can have parameters, it just does not have arguments.
Example:
conditions([-on(a, b)]).
I have searched tirelessly but fruitlessly for the meaning of this and the + prefix. You are my last hope.
No context is provided, so I'm supposing this might come from something in documentation.
If you read the introductory material in the Prolog manual (SWI, Gnu, or whichever) they describe teh conventions. The +, -, and ? are used as a convention in documentation to indicate whether an variable is an input or an output or a variable (either). For example, from the Gnu Prolog manual:
+: the argument must be instantiated.
-: the argument must be a variable (will be instantiated if the built-in predicate succeeds).
?: the argument can be instantiated or a variable.
So, for example, atom_length/2 is described as;
atom_length(+atom, ?integer)
Which means you must provide atom (it can't be a variable) and integer can either be a variable (in which case atom_length will provide a value) or it can be instantiated (in which case atom_length will indicate whether your query is true or false)`.
You don't normally use the - or + in your code in this sense, unless you really intend to have it there as part of your term. Considering the given example, it looks like it may have been an intended part of the term:
conditions([-on(a, b)]).
The list parameter consists of a term, when spelled out fully, is -(on(a,b)) (-/1 with parameter that's on/2). The - here doesn't provide any function, it just adds structure (the structure being a term with name - and parameter on(a,b)).
Is using the word function for the name of an argument considered bad style in Python code?
def conjunction_junction(function):
pass # do something and call function in here
This pattern occurs all the time, especially in decorators. You see func, fn and f used all of the time but I prefer to avoid abbreviations when possible. Is the fact that it's the name of a type enough to warrant abbreviating it?
>> type(conjunction_junction).__name__
'function'
It's not a reserved keyword, so I don't see why not.
From the Style Guide
If a function argument's name clashes with a reserved keyword, it is
generally better to append a single trailing underscore rather than
use an abbreviation or spelling corruption. Thus class_ is better than
clss. (Perhaps better is to avoid such clashes by using a synonym.)
Using function is perfectly fine.
There is nothing in the style guide about it specifically. The reason that the use of type names such as str and list is highly discouraged is because they have functionality within the language. Overwriting them would obscure the functionality of the code. function on the other hand, does nothing.
I suspect func, fn, and f are used because they are all shorter than typing function ;)
Before jumping into python, I had started with some Objective-C / Cocoa books. As I recall, most functions required keyword arguments to be explicitly stated. Until recently I forgot all about this, and just used positional arguments in Python. But lately, I've ran into a few bugs which resulted from improper positions - sneaky little things they were.
Got me thinking - generally speaking, unless there is a circumstance that specifically requires non-keyword arguments - is there any good reason NOT to use keyword arguments? Is it considered bad style to always use them, even for simple functions?
I feel like as most of my 50-line programs have been scaling to 500 or more lines regularly, if I just get accustomed to always using keyword arguments, the code will be more easily readable and maintainable as it grows. Any reason this might not be so?
UPDATE:
The general impression I am getting is that its a style preference, with many good arguments that they should generally not be used for very simple arguments, but are otherwise consistent with good style. Before accepting I just want to clarify though - is there any specific non-style problems that arise from this method - for instance, significant performance hits?
There isn't any reason not to use keyword arguments apart from the clarity and readability of the code. The choice of whether to use keywords should be based on whether the keyword adds additional useful information when reading the code or not.
I follow the following general rule:
If it is hard to infer the function (name) of the argument from the function name – pass it by keyword (e.g. I wouldn't want to have text.splitlines(True) in my code).
If it is hard to infer the order of the arguments, for example if you have too many arguments, or when you have independent optional arguments – pass it by keyword (e.g. funkyplot(x, y, None, None, None, None, None, None, 'red') doesn't look particularly nice).
Never pass the first few arguments by keyword if the purpose of the argument is obvious. You see, sin(2*pi) is better than sin(value=2*pi), the same is true for plot(x, y, z).
In most cases, stable mandatory arguments would be positional, and optional arguments would be keyword.
There's also a possible difference in performance, because in every implementation the keyword arguments would be slightly slower, but considering this would be generally a premature optimisation and the results from it wouldn't be significant, I don't think it's crucial for the decision.
UPDATE: Non-stylistical concerns
Keyword arguments can do everything that positional arguments can, and if you're defining a new API there are no technical disadvantages apart from possible performance issues. However, you might have little issues if you're combining your code with existing elements.
Consider the following:
If you make your function take keyword arguments, that becomes part of your interface.
You can't replace your function with another that has a similar signature but a different keyword for the same argument.
You might want to use a decorator or another utility on your function that assumes that your function takes a positional argument. Unbound methods are an example of such utility because they always pass the first argument as positional after reading it as positional, so cls.method(self=cls_instance) doesn't work even if there is an argument self in the definition.
None of these would be a real issue if you design your API well and document the use of keyword arguments, especially if you're not designing something that should be interchangeable with something that already exists.
If your consideration is to improve readability of function calls, why not simply declare functions as normal, e.g.
def test(x, y):
print "x:", x
print "y:", y
And simply call functions by declaring the names explicitly, like so:
test(y=4, x=1)
Which obviously gives you the output:
x: 1
y: 4
or this exercise would be pointless.
This avoids having arguments be optional and needing default values (unless you want them to be, in which case just go ahead with the keyword arguments! :) and gives you all the versatility and improved readability of named arguments that are not limited by order.
Well, there are a few reasons why I would not do that.
If all your arguments are keyword arguments, it increases noise in the code and it might remove clarity about which arguments are required and which ones are optionnal.
Also, if I have to use your code, I might want to kill you !! (Just kidding), but having to type the name of all the parameters everytime... not so fun.
Just to offer a different argument, I think there are some cases in which named parameters might improve readability. For example, imagine a function that creates a user in your system:
create_user("George", "Martin", "g.m#example.com", "payments#example.com", "1", "Radius Circle")
From that definition, it is not at all clear what these values might mean, even though they are all required, however with named parameters it is always obvious:
create_user(
first_name="George",
last_name="Martin",
contact_email="g.m#example.com",
billing_email="payments#example.com",
street_number="1",
street_name="Radius Circle")
I remember reading a very good explanation of "options" in UNIX programs: "Options are meant to be optional, a program should be able to run without any options at all".
The same principle could be applied to keyword arguments in Python.
These kind of arguments should allow a user to "customize" the function call, but a function should be able to be called without any implicit keyword-value argument pairs at all.
Sometimes, things should be simple because they are simple.
If you always enforce you to use keyword arguments on every function call, soon your code will be unreadable.
When Python's built-in compile() and __import__() functions gain keyword argument support, the same argument was made in favor of clarity. There appears to be no significant performance hit, if any.
Now, if you make your functions only accept keyword arguments (as opposed to passing the positional parameters using keywords when calling them, which is allowed), then yes, it'd be annoying.
I don't see the purpose of using keyword arguments when the meaning of the arguments is obvious
Keyword args are good when you have long parameter lists with no well defined order (that you can't easily come up with a clear scheme to remember); however there are many situations where using them is overkill or makes the program less clear.
First, sometimes is much easier to remember the order of keywords than the names of keyword arguments, and specifying the names of arguments could make it less clear. Take randint from scipy.random with the following docstring:
randint(low, high=None, size=None)
Return random integers x such that low <= x < high.
If high is None, then 0 <= x < low.
When wanting to generate a random int from [0,10) its clearer to write randint(10) than randint(low=10) in my view. If you need to generate an array with 100 numbers in [0,10) you can probably remember the argument order and write randint(0, 10, 100). However, you may not remember the variable names (e.g., is the first parameter low, lower, start, min, minimum) and once you have to look up the parameter names, you might as well not use them (as you just looked up the proper order).
Also consider variadic functions (ones with variable number of parameters that are anonymous themselves). E.g., you may want to write something like:
def square_sum(*params):
sq_sum = 0
for p in params:
sq_sum += p*p
return sq_sum
that can be applied a bunch of bare parameters (square_sum(1,2,3,4,5) # gives 55 ). Sure you could have written the function to take an named keyword iterable def square_sum(params): and called it like square_sum([1,2,3,4,5]) but that may be less intuitive, especially when there's no potential confusion about the argument name or its contents.
A mistake I often do is that I forget that positional arguments have to be specified before any keyword arguments, when calling a function. If testing is a function, then:
testing(arg = 20, 56)
gives a SyntaxError message; something like:
SyntaxError: non-keyword arg after keyword arg
It is easy to fix of course, it's just annoying. So in the case of few - lines programs as the ones you mention, I would probably just go with positional arguments after giving nice, descriptive names to the parameters of the function. I don't know if what I mention is that big of a problem though.
One downside I could see is that you'd have to think of a sensible default value for everything, and in many cases there might not be any sensible default value (including None). Then you would feel obliged to write a whole lot of error handling code for the cases where a kwarg that logically should be a positional arg was left unspecified.
Imagine writing stuff like this every time..
def logarithm(x=None):
if x is None:
raise TypeError("You can't do log(None), sorry!")