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Python_函数

Python_函数

作者: 宋木木的征途是星辰大海 | 来源:发表于2020-01-29 17:25 被阅读0次

    Python_函数

    在我们有面向对象思想后,会更加容易的理解。所以函数的章节内容会较为精简。

    调用函数

    Python 为我们内置了很多有用的函数,我们可以直接调用。

    要调用一个函数,需要知道函数的名称和参数。关于内置函数我们可以参看 官方文档 。我们在这里使用 abs() 来举例:

    具体使用方式可以参考 官方文档 或者 使用 help(abs) 来查看使用方法。

    <pre spellcheck="false" class="md-fences md-end-block ty-contain-cm modeLoaded" lang="python" cid="n7" mdtype="fences" style="box-sizing: border-box; overflow: visible; font-family: Monaco, Consolas, "Andale Mono", "DejaVu Sans Mono", monospace; margin-top: 0px; margin-bottom: 20px; font-size: 0.9rem; display: block; break-inside: avoid; text-align: left; white-space: normal; background-color: rgb(51, 51, 51); position: relative !important; padding: 10px 10px 10px 30px; width: inherit; background-position: initial initial; background-repeat: initial initial;">>>> abs(100)
    100

    abs(-20)
    20
    abs(12.34)
    12.34</pre>

    <pre spellcheck="false" class="md-fences md-end-block ty-contain-cm modeLoaded" lang="python" cid="n9" mdtype="fences" style="box-sizing: border-box; overflow: visible; font-family: Monaco, Consolas, "Andale Mono", "DejaVu Sans Mono", monospace; margin-top: 0px; margin-bottom: 20px; font-size: 0.9rem; display: block; break-inside: avoid; text-align: left; white-space: normal; background-color: rgb(51, 51, 51); position: relative !important; padding: 10px 10px 10px 30px; width: inherit; background-position: initial initial; background-repeat: initial initial;">>>> abs(1, 2)
    Traceback (most recent call last):
    File "<stdin>", line 1, in <module>
    TypeError: abs() takes exactly one argument (2 given)</pre>

    <pre spellcheck="false" class="md-fences md-end-block ty-contain-cm modeLoaded" lang="python" cid="n11" mdtype="fences" style="box-sizing: border-box; overflow: visible; font-family: Monaco, Consolas, "Andale Mono", "DejaVu Sans Mono", monospace; margin-top: 0px; margin-bottom: 20px; font-size: 0.9rem; display: block; break-inside: avoid; text-align: left; white-space: normal; background-color: rgb(51, 51, 51); position: relative !important; padding: 10px 10px 10px 30px; width: inherit; background-position: initial initial; background-repeat: initial initial;">>>> abs('a')
    Traceback (most recent call last):
    File "<stdin>", line 1, in <module>
    TypeError: bad operand type for abs(): 'str'</pre>

    <pre spellcheck="false" class="md-fences md-end-block ty-contain-cm modeLoaded" lang="python" cid="n14" mdtype="fences" style="box-sizing: border-box; overflow: visible; font-family: Monaco, Consolas, "Andale Mono", "DejaVu Sans Mono", monospace; margin-top: 0px; margin-bottom: 20px; font-size: 0.9rem; display: block; break-inside: avoid; text-align: left; white-space: normal; background-color: rgb(51, 51, 51); position: relative !important; padding: 10px 10px 10px 30px; width: inherit; background-position: initial initial; background-repeat: initial initial;">>>> int('123')
    123

    int(12.34)
    12
    float('12.34')
    12.34
    str(1.23)
    '1.23'
    str(100)
    '100'
    bool(1)
    True
    bool('')
    False</pre>

    <pre spellcheck="false" class="md-fences md-end-block ty-contain-cm modeLoaded" lang="python" cid="n17" mdtype="fences" style="box-sizing: border-box; overflow: visible; font-family: Monaco, Consolas, "Andale Mono", "DejaVu Sans Mono", monospace; margin-top: 0px; margin-bottom: 20px; font-size: 0.9rem; display: block; break-inside: avoid; text-align: left; white-space: normal; background-color: rgb(51, 51, 51); position: relative !important; padding: 10px 10px 10px 30px; width: inherit; background-position: initial initial; background-repeat: initial initial;">>>> a = abs # 变量a指向abs函数

    a(-1) # 所以也可以通过a调用abs函数
    1</pre>

    <pre spellcheck="false" class="md-fences md-end-block ty-contain-cm modeLoaded" lang="python" cid="n21" mdtype="fences" style="box-sizing: border-box; overflow: visible; font-family: Monaco, Consolas, "Andale Mono", "DejaVu Sans Mono", monospace; margin-top: 0px; margin-bottom: 20px; font-size: 0.9rem; display: block; break-inside: avoid; text-align: left; white-space: normal; background-color: rgb(51, 51, 51); position: relative !important; padding: 10px 10px 10px 30px; width: inherit; background-position: initial initial; background-repeat: initial initial;">def my_abs(x):
    if x >= 0:
    return x
    else:
    return -x
    ​</pre>

    <pre spellcheck="false" class="md-fences md-end-block ty-contain-cm modeLoaded" lang="python" cid="n25" mdtype="fences" style="box-sizing: border-box; overflow: visible; font-family: Monaco, Consolas, "Andale Mono", "DejaVu Sans Mono", monospace; margin-top: 0px; margin-bottom: 20px; font-size: 0.9rem; display: block; break-inside: avoid; text-align: left; white-space: normal; background-color: rgb(51, 51, 51); position: relative !important; padding: 10px 10px 10px 30px; width: inherit; background-position: initial initial; background-repeat: initial initial;">def nop():
    pass</pre>

    <pre spellcheck="false" class="md-fences md-end-block ty-contain-cm modeLoaded" lang="python" cid="n30" mdtype="fences" style="box-sizing: border-box; overflow: visible; font-family: Monaco, Consolas, "Andale Mono", "DejaVu Sans Mono", monospace; margin-top: 0px; margin-bottom: 20px; font-size: 0.9rem; display: block; break-inside: avoid; text-align: left; white-space: normal; background-color: rgb(51, 51, 51); position: relative !important; padding: 10px 10px 10px 30px; width: inherit; background-position: initial initial; background-repeat: initial initial;">def my_abs(x):
    if not isinstance(x, (int, float)):
    raise TypeError('bad operand type')
    if x >= 0:
    return x
    else:
    return -x</pre>

    <pre spellcheck="false" class="md-fences md-end-block ty-contain-cm modeLoaded" lang="python" cid="n33" mdtype="fences" style="box-sizing: border-box; overflow: visible; font-family: Monaco, Consolas, "Andale Mono", "DejaVu Sans Mono", monospace; margin-top: 0px; margin-bottom: 20px; font-size: 0.9rem; display: block; break-inside: avoid; text-align: left; white-space: normal; background-color: rgb(51, 51, 51); position: relative !important; padding: 10px 10px 10px 30px; width: inherit; background-position: initial initial; background-repeat: initial initial;">import math

    def move(x, y, step, angle=0):
    nx = x + step * math.cos(angle)
    ny = y - step * math.sin(angle)
    return nx, ny


    x, y = move(100, 100, 60, math.pi / 6)
    print(x, y)
    151.96152422706632 70.0</pre>

    <pre spellcheck="false" class="md-fences md-end-block ty-contain-cm modeLoaded" lang="python" cid="n35" mdtype="fences" style="box-sizing: border-box; overflow: visible; font-family: Monaco, Consolas, "Andale Mono", "DejaVu Sans Mono", monospace; margin-top: 0px; margin-bottom: 20px; font-size: 0.9rem; display: block; break-inside: avoid; text-align: left; white-space: normal; background-color: rgb(51, 51, 51); position: relative !important; padding: 10px 10px 10px 30px; width: inherit; background-position: initial initial; background-repeat: initial initial;">>>> r = move(100, 100, 60, math.pi / 6)

    print(r)
    (151.96152422706632, 70.0)</pre>

    <pre spellcheck="false" class="md-fences md-end-block ty-contain-cm modeLoaded" lang="python" cid="n39" mdtype="fences" style="box-sizing: border-box; overflow: visible; font-family: Monaco, Consolas, "Andale Mono", "DejaVu Sans Mono", monospace; margin-top: 0px; margin-bottom: 20px; font-size: 0.9rem; display: block; break-inside: avoid; text-align: left; white-space: normal; background-color: rgb(51, 51, 51); position: relative !important; padding: 10px 10px 10px 30px; width: inherit; background-position: initial initial; background-repeat: initial initial;">def power(x,y)
    print(x,y)


    power(2,5)
    2 5
    power(2)
    Traceback (most recent call last):
    File "<stdin>", line 1, in <module>
    TypeError: power() missing 1 required positional argument: 'y'</pre>

    <pre spellcheck="false" class="md-fences md-end-block ty-contain-cm modeLoaded" lang="python" cid="n41" mdtype="fences" style="box-sizing: border-box; overflow: visible; font-family: Monaco, Consolas, "Andale Mono", "DejaVu Sans Mono", monospace; margin-top: 0px; margin-bottom: 20px; font-size: 0.9rem; display: block; break-inside: avoid; text-align: left; white-space: normal; background-color: rgb(51, 51, 51); position: relative !important; padding: 10px 10px 10px 30px; width: inherit; background-position: initial initial; background-repeat: initial initial;">def power(x,y = 3)
    print(x,y)


    power(2,5)
    2 5
    power(2)
    2 3
    power(2,y = 5)
    2 5</pre>

    <pre spellcheck="false" class="md-fences md-end-block ty-contain-cm modeLoaded" lang="python" cid="n45" mdtype="fences" style="box-sizing: border-box; overflow: visible; font-family: Monaco, Consolas, "Andale Mono", "DejaVu Sans Mono", monospace; margin-top: 0px; margin-bottom: 20px; font-size: 0.9rem; display: block; break-inside: avoid; text-align: left; white-space: normal; background-color: rgb(51, 51, 51); position: relative !important; padding: 10px 10px 10px 30px; width: inherit; background-position: initial initial; background-repeat: initial initial;">def calc(*numbers):
    sum = 0
    for n in numbers:
    sum = sum + n * n
    return sum</pre>

    <pre spellcheck="false" class="md-fences md-end-block ty-contain-cm modeLoaded" lang="python" cid="n47" mdtype="fences" style="box-sizing: border-box; overflow: visible; font-family: Monaco, Consolas, "Andale Mono", "DejaVu Sans Mono", monospace; margin-top: 0px; margin-bottom: 20px; font-size: 0.9rem; display: block; break-inside: avoid; text-align: left; white-space: normal; background-color: rgb(51, 51, 51); position: relative !important; padding: 10px 10px 10px 30px; width: inherit; background-position: initial initial; background-repeat: initial initial;">>>> calc(1, 2)
    5

    calc()
    0</pre>

    <pre spellcheck="false" class="md-fences md-end-block ty-contain-cm modeLoaded" lang="python" cid="n50" mdtype="fences" style="box-sizing: border-box; overflow: visible; font-family: Monaco, Consolas, "Andale Mono", "DejaVu Sans Mono", monospace; margin-top: 0px; margin-bottom: 20px; font-size: 0.9rem; display: block; break-inside: avoid; text-align: left; white-space: normal; background-color: rgb(51, 51, 51); position: relative !important; padding: 10px 10px 10px 30px; width: inherit; background-position: initial initial; background-repeat: initial initial;">>>> nums = [1, 2, 3]

    calc(*nums)
    14</pre>

    <pre spellcheck="false" class="md-fences md-end-block ty-contain-cm modeLoaded" lang="python" cid="n53" mdtype="fences" style="box-sizing: border-box; overflow: visible; font-family: Monaco, Consolas, "Andale Mono", "DejaVu Sans Mono", monospace; margin-top: 0px; margin-bottom: 20px; font-size: 0.9rem; display: block; break-inside: avoid; text-align: left; white-space: normal; background-color: rgb(51, 51, 51); position: relative !important; padding: 10px 10px 10px 30px; width: inherit; background-position: initial initial; background-repeat: initial initial;">def person(name, age, **kw):
    print('name:', name, 'age:', age, 'other:', kw)</pre>

    遗憾的是,大多数编程语言没有针对尾递归做优化,Python 解释器也没有做优化,所以,即使把上面的fact(n)函数改成尾递归方式,也会导致栈溢出。

    尾递归调用时,如果做了优化,栈不会增长,因此,无论多少次调用也不会导致栈溢出。

    <pre spellcheck="false" class="md-fences mock-cm md-end-block" lang="python" cid="n92" mdtype="fences" style="box-sizing: border-box; overflow: visible; font-family: Monaco, Consolas, "Andale Mono", "DejaVu Sans Mono", monospace; margin-top: 0px; margin-bottom: 20px; font-size: 0.9rem; display: block; break-inside: avoid; text-align: left; white-space: pre-wrap; background-color: rgb(51, 51, 51); position: relative !important; padding: 10px 10px 10px 30px; width: inherit; background-position: initial initial; background-repeat: initial initial;">===> fact_iter(5, 1)
    ===> fact_iter(4, 5)
    ===> fact_iter(3, 20)
    ===> fact_iter(2, 60)
    ===> fact_iter(1, 120)
    ===> 120
    </pre>

    fact(5)对应的fact_iter(5, 1)的调用如下:

    可以看到,return fact_iter(num - 1, num * product)仅返回递归函数本身,num - 1num * product在函数调用前就会被计算,不影响函数调用。

    <pre spellcheck="false" class="md-fences mock-cm md-end-block" lang="python" cid="n89" mdtype="fences" style="box-sizing: border-box; overflow: visible; font-family: Monaco, Consolas, "Andale Mono", "DejaVu Sans Mono", monospace; margin-top: 0px; margin-bottom: 20px; font-size: 0.9rem; display: block; break-inside: avoid; text-align: left; white-space: pre-wrap; background-color: rgb(51, 51, 51); position: relative !important; padding: 10px 10px 10px 30px; width: inherit; background-position: initial initial; background-repeat: initial initial;">**def fact(n):
    return fact_iter(n, 1)

    def fact_iter(num, product):
    if num == 1:
    return product
    return fact_iter(num - 1, num * product)**</pre>

    尾递归是指,在函数返回的时候,调用自身本身,并且,return 语句不能包含表达式。这样,编译器或者解释器就可以把尾递归做优化,使递归本身无论调用多少次,都只占用一个栈帧,不会出现栈溢出的情况。

    尾递归

    解决递归调用栈溢出的方法是通过尾递归优化,事实上尾递归和循环的效果是一样的,所以,把循环看成是一种特殊的尾递归函数也是可以的。

    <pre spellcheck="false" class="md-fences mock-cm md-end-block" lang="python" cid="n85" mdtype="fences" style="box-sizing: border-box; overflow: visible; font-family: Monaco, Consolas, "Andale Mono", "DejaVu Sans Mono", monospace; margin-top: 0px; margin-bottom: 20px; font-size: 0.9rem; display: block; break-inside: avoid; text-align: left; white-space: pre-wrap; background-color: rgb(51, 51, 51); position: relative !important; padding: 10px 10px 10px 30px; width: inherit; background-position: initial initial; background-repeat: initial initial;">>>> fact(1000)
    Traceback (most recent call last):
    File "<stdin>", line 1, in <module>
    File "<stdin>", line 4, in fact
    ...
    File "<stdin>", line 4, in fact
    RuntimeError: maximum recursion depth exceeded in comparison
    </pre>

    使用递归函数需要注意防止栈溢出。在计算机中,函数调用是通过栈(stack)这种数据结构实现的,每当进入一个函数调用,栈就会加一层栈帧,每当函数返回,栈就会减一层栈帧。由于栈的大小不是无限的,所以,递归调用的次数过多,会导致栈溢出。可以试试fact(1000)

    递归函数的优点是定义简单,逻辑清晰。理论上,所有的递归函数都可以写成循环的方式,但循环的逻辑不如递归清晰。

    <pre spellcheck="false" class="md-fences mock-cm md-end-block" lang="python" cid="n82" mdtype="fences" style="box-sizing: border-box; overflow: visible; font-family: Monaco, Consolas, "Andale Mono", "DejaVu Sans Mono", monospace; margin-top: 0px; margin-bottom: 20px; font-size: 0.9rem; display: block; break-inside: avoid; text-align: left; white-space: pre-wrap; background-color: rgb(51, 51, 51); position: relative !important; padding: 10px 10px 10px 30px; width: inherit; background-position: initial initial; background-repeat: initial initial;">**>>> fact(1)
    1

    fact(5)
    120
    fact(100)
    93326215443944152681699238856266700490715968264381621468592963895217599993229915608941463976156518286253697920827223758251185210916864000000000000000000000000**</pre>

    在输出:

    <pre spellcheck="false" class="md-fences mock-cm md-end-block" lang="python" cid="n80" mdtype="fences" style="box-sizing: border-box; overflow: visible; font-family: Monaco, Consolas, "Andale Mono", "DejaVu Sans Mono", monospace; margin-top: 0px; margin-bottom: 20px; font-size: 0.9rem; display: block; break-inside: avoid; text-align: left; white-space: pre-wrap; background-color: rgb(51, 51, 51); position: relative !important; padding: 10px 10px 10px 30px; width: inherit; background-position: initial initial; background-repeat: initial initial;">def fact(n):
    if n==1:
    return 1
    return n * fact(n - 1)
    </pre>

    在函数内部,可以调用其他函数。如果一个函数在内部调用自身本身,这个函数就是递归函数。

    递归函数

    所以,对于任意函数,都可以通过类似func(*args, **kw)的形式调用它,无论它的参数是如何定义的。

    <pre spellcheck="false" class="md-fences mock-cm md-end-block" lang="python" cid="n76" mdtype="fences" style="box-sizing: border-box; overflow: visible; font-family: Monaco, Consolas, "Andale Mono", "DejaVu Sans Mono", monospace; margin-top: 0px; margin-bottom: 20px; font-size: 0.9rem; display: block; break-inside: avoid; text-align: left; white-space: pre-wrap; background-color: rgb(51, 51, 51); position: relative !important; padding: 10px 10px 10px 30px; width: inherit; background-position: initial initial; background-repeat: initial initial;">**>>> args = (1, 2, 3, 4)

    kw = {'d': 99, 'x': '#'}
    f1(*args, *kw)
    a = 1 b = 2 c = 3 args = (4,) kw = {'d': 99, 'x': '#'}
    args = (1, 2, 3)
    kw = {'d': 88, 'x': '#'}
    f2(
    args, kw)
    a = 1 b = 2 c = 3 d = 88 kw = {'x': '#'}
    </pre>

    最神奇的是通过一个 tuple 和 dict,你也可以调用上述函数:

    <pre spellcheck="false" class="md-fences mock-cm md-end-block" lang="python" cid="n74" mdtype="fences" style="box-sizing: border-box; overflow: visible; font-family: Monaco, Consolas, "Andale Mono", "DejaVu Sans Mono", monospace; margin-top: 0px; margin-bottom: 20px; font-size: 0.9rem; display: block; break-inside: avoid; text-align: left; white-space: pre-wrap; background-color: rgb(51, 51, 51); position: relative !important; padding: 10px 10px 10px 30px; width: inherit; background-position: initial initial; background-repeat: initial initial;">**def f1(a, b, c=0, *args, **kw):
    print('a =', a, 'b =', b, 'c =', c, 'args =', args, 'kw =', kw)

    def f2(a, b, c=0, *, d, kw):
    print('a =', a, 'b =', b, 'c =', c, 'd =', d, 'kw =', kw)
    </pre>

    例:

    在 Python 中定义函数,可以用必选参数、默认参数、可变参数、关键字参数和命名关键字参数,这 5 种参数都可以组合使用。但是请注意,参数定义的顺序必须是:必选参数、默认参数、可变参数、命名关键字参数和关键字参数。

    参数组合

    <pre spellcheck="false" class="md-fences mock-cm md-end-block" lang="python" cid="n70" mdtype="fences" style="box-sizing: border-box; overflow: visible; font-family: Monaco, Consolas, "Andale Mono", "DejaVu Sans Mono", monospace; margin-top: 0px; margin-bottom: 20px; font-size: 0.9rem; display: block; break-inside: avoid; text-align: left; white-space: pre-wrap; background-color: rgb(51, 51, 51); position: relative !important; padding: 10px 10px 10px 30px; width: inherit; background-position: initial initial; background-repeat: initial initial;">*def person(name, age, city, job):
    # 缺少 ,city和job被视为位置参数
    pass
    </pre>

    使用命名关键字参数时,要特别注意,如果没有可变参数,就必须加一个*作为特殊分隔符。如果缺少*,Python 解释器将无法识别位置参数和命名关键字参数:

    <pre spellcheck="false" class="md-fences mock-cm md-end-block" lang="python" cid="n68" mdtype="fences" style="box-sizing: border-box; overflow: visible; font-family: Monaco, Consolas, "Andale Mono", "DejaVu Sans Mono", monospace; margin-top: 0px; margin-bottom: 20px; font-size: 0.9rem; display: block; break-inside: avoid; text-align: left; white-space: pre-wrap; background-color: rgb(51, 51, 51); position: relative !important; padding: 10px 10px 10px 30px; width: inherit; background-position: initial initial; background-repeat: initial initial;">>>> person('Jack', 24, 'Beijing', 'Engineer')
    Traceback (most recent call last):
    File "<stdin>", line 1, in <module>
    TypeError: person() takes 2 positional arguments but 4 were given
    </pre>

    命名关键字参数必须传入参数名,这和位置参数不同。如果没有传入参数名,调用将报错:

    <pre spellcheck="false" class="md-fences mock-cm md-end-block" lang="python" cid="n66" mdtype="fences" style="box-sizing: border-box; overflow: visible; font-family: Monaco, Consolas, "Andale Mono", "DejaVu Sans Mono", monospace; margin-top: 0px; margin-bottom: 20px; font-size: 0.9rem; display: block; break-inside: avoid; text-align: left; white-space: pre-wrap; background-color: rgb(51, 51, 51); position: relative !important; padding: 10px 10px 10px 30px; width: inherit; background-position: initial initial; background-repeat: initial initial;">*def person(name, age, args, city, job):
    print(name, age, args, city, job)
    </pre>

    如果函数定义中已经有了一个可变参数,后面跟着的命名关键字参数就不再需要一个特殊分隔符*了:

    和关键字参数**kw不同,命名关键字参数需要一个特殊分隔符**后面的参数被视为命名关键字参数。

    <pre spellcheck="false" class="md-fences mock-cm md-end-block" lang="python" cid="n63" mdtype="fences" style="box-sizing: border-box; overflow: visible; font-family: Monaco, Consolas, "Andale Mono", "DejaVu Sans Mono", monospace; margin-top: 0px; margin-bottom: 20px; font-size: 0.9rem; display: block; break-inside: avoid; text-align: left; white-space: pre-wrap; background-color: rgb(51, 51, 51); position: relative !important; padding: 10px 10px 10px 30px; width: inherit; background-position: initial initial; background-repeat: initial initial;">*def person(name, age, , city, job):
    print(name, age, city, job)
    </pre>

    如果要限制关键字参数的名字,就可以用命名关键字参数。

    对于关键字参数,函数的调用者可以传入任意不受限制的关键字参数。至于到底传入了哪些,就需要在函数内部通过kw检查。

    命名关键字参数

    注意kw获得的 dict 是extra的一份拷贝,对kw的改动不会影响到函数外的extra

    和可变参数一样如果我们要传递一个 dict 只需要在之前加上**

    <pre spellcheck="false" class="md-fences mock-cm md-end-block" lang="python" cid="n57" mdtype="fences" style="box-sizing: border-box; overflow: visible; font-family: Monaco, Consolas, "Andale Mono", "DejaVu Sans Mono", monospace; margin-top: 0px; margin-bottom: 20px; font-size: 0.9rem; display: block; break-inside: avoid; text-align: left; white-space: pre-wrap; background-color: rgb(51, 51, 51); position: relative !important; padding: 10px 10px 10px 30px; width: inherit; background-position: initial initial; background-repeat: initial initial;">>>> person('Bob', 35, city='Beijing')
    name: Bob age: 35 other: {'city': 'Beijing'}

    person('Adam', 45, gender='M', job='Engineer')
    name: Adam age: 45 other: {'gender': 'M', 'job': 'Engineer'}</pre>

    当然,也可以传入任意个数关键字:

    <pre spellcheck="false" class="md-fences mock-cm md-end-block" lang="python" cid="n55" mdtype="fences" style="box-sizing: border-box; overflow: visible; font-family: Monaco, Consolas, "Andale Mono", "DejaVu Sans Mono", monospace; margin-top: 0px; margin-bottom: 20px; font-size: 0.9rem; display: block; break-inside: avoid; text-align: left; white-space: pre-wrap; background-color: rgb(51, 51, 51); position: relative !important; padding: 10px 10px 10px 30px; width: inherit; background-position: initial initial; background-repeat: initial initial;">>>> person('Michael', 30)
    name: Michael age: 30 other: {}</pre>

    函数person除了必选参数nameage外,还接受关键字参数kw。在调用该函数时,可以只传入必选参数:

    关键字参数就比较厉害了,可变参数允许你传入 0 个或任意个参数,这些可变参数在函数调用时自动组装为一个 tuple。而关键字参数允许你传入 0 个或任意个含参数名的参数,这些关键字参数在函数内部自动组装为一个 dict。请看示例:

    关键字参数

    这种写法当然是可行的,问题是太繁琐,所以 Python 允许你在 list 或 tuple 前面加一个*号,把 list 或 tuple 的元素变成可变参数传进去:

    之前有说过是将数据封装在 tuple 中去,可是我如果要传递 list 数据怎么办呢,难道要 calc(list[0], list[1], list[2]) 这个样子的传递数据吗?

    定义可变参数和定义一个 list 或 tuple 参数相比,仅仅在参数前面加了一个*号。在函数内部,参数numbers接收到的是一个 tuple,因此,函数代码完全不变。但是,调用该函数时,可以传入任意个参数,包括 0 个参数:

    在代码书写中我们会有参数不固定的情况的,在 java 中使用的是三个点来表示,而在 Python 中我用 * 来表示:

    可变参数

    注意:定义默认参数要牢记一点:默认参数必须指向不变对象!

    在我们稍加修改后:

    默认参数

    函数的参数

    原来返回值是一个 tuple!但是,在语法上,返回一个 tuple 可以省略括号,而多个变量可以同时接收一个 tuple,按位置赋给对应的值,所以,Python 的函数返回多值其实就是返回一个 tuple,但写起来更方便。

    但其实这只是一种假象,Python 函数返回的仍然是单一值:

    在 Python 函数是可以返回多个值:

    多值返回

    调用函数时,如果参数个数不对,Python 解释器会自动检查出来,并抛出TypeError。但是如果参数类型不对,Python 解释器就无法帮我们检查。但是我们可以使用 isinstance 函数来检查:

    Python 不是想 Java 是强类型语音所以我们该如何去定义一个函数类型呢?

    参数检查

    缺少了pass,代码运行就会有语法错误。

    如果想定义一个什么事也不做的空函数,可以用pass语句:

    空函数

    如果没用使用定义 return 就默认为 None

    在 Python 中,定义一个函数要使用def语句,依次写出函数名、括号、括号中的参数和冒号:,然后,在缩进块中编写函数体,函数的返回值用return语句返回。

    定义函数


    还有一个要注意的就是函数指向新的变量:

    重命名函数

    这里我重点介绍数据类型转换:

    数据类型转换

    注意:如果传参类型错误也会爆 TypeError 错误,并且给出错误信息:

    注意:在调用函数时,如果传参数量错误会爆 TypeError 错误:

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