python中java的'constructor-overload'的等价物是什么？

Question

I'm currently studying Python. I was trying to write an exercise code making a 'Line'-class with different possible input-parameters and hence different constructors, as one can do in java. ie a constructor with (point,point) objects and a constructor with (point,slope) It works with both __init__ methods separately, but not with both as it does in python. Could anybody help me going with this.

class Point:
    def __init__(self,x,y):
        self.x=x
        self.y=y
    def distance_to(self,p):
        return((p1.x-p.x)**2+(p1.y-p.y)**2)**(1/2)

class Line:
    def __init__(self, p1,p2):
        self.p1=p1
        self.p2=p2
    def __init__(self,p1,a):
        self.p1=p1
        self.a=a
        b=self.p1.y-a*p1.x
        p2=Point(0,b)
        self.p2=p2             
    def slope(self):
        return (p2.y-p1.y)/(p2.x-p1.x)
    def b_intersect(self):
        b_intersect=self.p1.y-self.slope()*p1.x
    def __str__(self):       
        b_intersect=self.p1.y-self.slope()*p1.x               
        if b_intersect>0:
            return 'y={}x+{}'.format(self.slope(),b_intersect)
        elif b_intersect<0:
            return 'y={}x{}'.format(self.slope(),b_intersect)
        elif b_intersect==0:
            return 'y={}x'.format(self.slope())

Answer 1

You can use *kwargs in __init__ method to check what arguments you received and act accordingly. Your code modified should look like this.

class Point:
    def __init__(self,x,y):
        self.x=x
        self.y=y
    def distance_to(self,p):
        return((p1.x-p.x)**2+(p1.y-p.y)**2)**(1/2)

class Line:
    def __init__(self, p1,**kwargs):
        self.p1=p1
        if kwargs.get("p2") is not None:
            self.p2=p2
        elif kwargs.get("a")is not None:
            self.a=a
            b=self.p1.y-a*p1.x
            p2=Point(0,b)
            self.p2=p2  
        else:
           raise Exception("Did not give enough parameters")           
    def slope(self):
        return (p2.y-p1.y)/(p2.x-p1.x)
    def b_intersect(self):
        b_intersect=self.p1.y-self.slope()*p1.x
    def __str__(self):       
        b_intersect=self.p1.y-self.slope()*p1.x               
        if b_intersect>0:
            return 'y={}x+{}'.format(self.slope(),b_intersect)
        elif b_intersect<0:
            return 'y={}x{}'.format(self.slope(),b_intersect)
        elif b_intersect==0:
            return 'y={}x'.format(self.slope())

Answer 2

In Python, it's customary to write __init__ as the low-level initializer, which can also double as the primary "constructor". Additional constructors are defined as class methods.

class Line:
    def __init__(self, p1, p2):
        self.p1 = p1
        self.p2 = p2

    @classmethod
    def from_point_slope(cls, p1, a):
        b = self.p1.y - a * p1.x
        p2 = Point(0, b)
        return cls(p1, p2)

   # ...

Now Line has two constructors:

1. Line.__new__ takes two Point objects. (It's rare to actually override __new__ ; the default of calling the parent's __new__ and using __init__ on the result is nearly always sufficient.)

2. Line.from_point_slope takes a Point object and a slope. It calculates a second point on the line from the first Point and the slope, then pass them to Line.__new__ to create the new Line .

Both constructors use Line.__init__ to actually set the two attributes p1 and p2 .

In the future, if you think of more ways to define a line (for example, as the intersection of two planes), you simply define new class methods, rather than complicating __init__ further.

Answer 3

IMHO there are two rather simple ways to allow more than one construction syntax in Python.

Assuming that you are trying to mimic the following pair of constructors in Java:

class Line {
    public Line(Point p1, Point p2) {
        ...
    }
    public Line(Point p1, float a) {
        ...
    }
    ...
}

1. The parameter type test (for the simplest use cases):

    class Line: def __init__(self, p1, p2): if isinstance(p2, Point): # ok, initialize the Line object from 2 points ... else: slope = p2 # ok, initialize the line object from 1 point and 1 float ...

2. The parameter name test for more complex use cases:

    class Line: def __init__(self, p1, p2=None, slope=None): # test whether syntax is Ok (optional) if (p2 is None and slope is None) or (p2 is not None and slope is not None): raise ValueError("Either p2 or slope must be given") if slope is None: # ok, initialize the Line object from 2 points p1 and p2 ... else: # ok, initialize the line object from p1 and slope ...