{"id":1151376,"date":"2025-01-13T17:12:52","date_gmt":"2025-01-13T09:12:52","guid":{"rendered":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/1151376.html"},"modified":"2025-01-13T17:12:55","modified_gmt":"2025-01-13T09:12:55","slug":"python-%e5%a6%82%e4%bd%95%e6%89%93%e5%8d%b0%e5%87%bd%e6%95%b0%e8%b0%83%e7%94%a8","status":"publish","type":"post","link":"https:\/\/docs.pingcode.com\/ask\/1151376.html","title":{"rendered":"python \u5982\u4f55\u6253\u5370\u51fd\u6570\u8c03\u7528"},"content":{"rendered":"

\"python<\/p>\n

\u8981\u6253\u5370\u51fd\u6570\u8c03\u7528\uff0c\u53ef\u4ee5\u4f7f\u7528print\u8bed\u53e5\u3001logging\u6a21\u5757\u3001\u88c5\u9970\u5668\u7b49\u65b9\u6cd5\u3002<\/strong>\u6700\u5e38\u7528\u7684\u65b9\u6cd5\u662f\u901a\u8fc7print\u8bed\u53e5\u76f4\u63a5\u5728\u51fd\u6570\u5185\u6dfb\u52a0\u6253\u5370\u4fe1\u606f\uff0c\u6216\u901a\u8fc7\u88c5\u9970\u5668\u7edf\u4e00\u7ba1\u7406\u51fd\u6570\u8c03\u7528\u7684\u6253\u5370\u3002\u88c5\u9970\u5668\u65b9\u6cd5<\/strong>\u66f4\u4e3a\u63a8\u8350\uff0c\u56e0\u4e3a\u5b83\u53ef\u4ee5\u5c06\u6253\u5370\u903b\u8f91\u4e0e\u4e1a\u52a1\u903b\u8f91\u5206\u79bb\uff0c\u63d0\u9ad8\u4ee3\u7801\u7684\u53ef\u7ef4\u62a4\u6027\u548c\u53ef\u8bfb\u6027\u3002<\/p>\n<\/p>\n

\u4e0b\u9762\u8be6\u7ec6\u4ecb\u7ecd\u5982\u4f55\u901a\u8fc7\u88c5\u9970\u5668\u6765\u6253\u5370\u51fd\u6570\u8c03\u7528\u3002<\/p>\n<\/p>\n

\u4e00\u3001\u4f7f\u7528print\u8bed\u53e5<\/h3>\n<\/p>\n

print\u8bed\u53e5<\/strong> \u662f\u6700\u7b80\u5355\u76f4\u63a5\u7684\u65b9\u6cd5\uff0c\u53ef\u4ee5\u5728\u6bcf\u4e2a\u51fd\u6570\u7684\u5f00\u5934\u548c\u7ed3\u5c3e\u6dfb\u52a0print\u8bed\u53e5\uff0c\u4ee5\u6253\u5370\u51fd\u6570\u8c03\u7528\u7684\u4fe1\u606f\u3002<\/p>\n<\/p>\n

def my_function(x, y):<\/p>\n
    print(f"Calling my_function with arguments: x={x}, y={y}")<\/p>\n
    result = x + y<\/p>\n
    print(f"Result of my_function: {result}")<\/p>\n
    return result<\/p>\n
my_function(3, 4)<\/p>\n
<\/code><\/pre>\n<\/p>\n
\u4e8c\u3001\u4f7f\u7528logging\u6a21\u5757<\/h3>\n<\/p>\n
logging\u6a21\u5757<\/strong> \u63d0\u4f9b\u4e86\u6bd4print\u8bed\u53e5\u66f4\u5f3a\u5927\u7684\u529f\u80fd\uff0c\u53ef\u4ee5\u8bb0\u5f55\u4e0d\u540c\u7ea7\u522b\u7684\u65e5\u5fd7\u4fe1\u606f\uff0c\u5e76\u4e14\u53ef\u4ee5\u7075\u6d3b\u5730\u914d\u7f6e\u8f93\u51fa\u683c\u5f0f\u548c\u76ee\u6807\u3002<\/p>\n<\/p>\n
import logging<\/p>\n
logging.basicConfig(level=logging.INFO)<\/p>\n
def my_function(x, y):<\/p>\n
    logging.info(f"Calling my_function with arguments: x={x}, y={y}")<\/p>\n
    result = x + y<\/p>\n
    logging.info(f"Result of my_function: {result}")<\/p>\n
    return result<\/p>\n
my_function(3, 4)<\/p>\n
<\/code><\/pre>\n<\/p>\n
\u4e09\u3001\u4f7f\u7528\u88c5\u9970\u5668<\/h3>\n<\/p>\n
\u88c5\u9970\u5668\u662f\u4e00\u4e2a\u66f4\u4e3a\u4f18\u96c5\u7684\u89e3\u51b3\u65b9\u6848\uff0c\u53ef\u4ee5\u5c06\u51fd\u6570\u8c03\u7528\u7684\u6253\u5370\u903b\u8f91\u4e0e\u4e1a\u52a1\u903b\u8f91\u5206\u79bb\uff0c\u589e\u5f3a\u4ee3\u7801\u7684\u53ef\u7ef4\u62a4\u6027\u3002<\/p>\n<\/p>\n
def log_function_call(func):<\/p>\n
    def wrapper(*args, kwargs):<\/p>\n
        print(f"Calling {func.__name__} with arguments: {args}, {kwargs}")<\/p>\n
        result = func(*args, kwargs)<\/p>\n
        print(f"Result of {func.__name__}: {result}")<\/p>\n
        return result<\/p>\n
    return wrapper<\/p>\n
@log_function_call<\/p>\n
def my_function(x, y):<\/p>\n
    return x + y<\/p>\n
my_function(3, 4)<\/p>\n
<\/code><\/pre>\n<\/p>\n
\u56db\u3001\u6df1\u5165\u4ecb\u7ecd\u88c5\u9970\u5668<\/h2>\n<\/p>\n
1\u3001\u4ec0\u4e48\u662f\u88c5\u9970\u5668<\/h3>\n<\/p>\n
\u88c5\u9970\u5668\u662f\u4e00\u79cd\u7279\u6b8a\u7684\u51fd\u6570\uff0c\u5b83\u63a5\u53d7\u4e00\u4e2a\u51fd\u6570\u4f5c\u4e3a\u53c2\u6570\uff0c\u5e76\u8fd4\u56de\u4e00\u4e2a\u65b0\u7684\u51fd\u6570\u3002\u88c5\u9970\u5668\u901a\u5e38\u7528\u4e8e\u5728\u4e0d\u4fee\u6539\u539f\u51fd\u6570\u4ee3\u7801\u7684\u60c5\u51b5\u4e0b\uff0c\u6dfb\u52a0\u989d\u5916\u7684\u529f\u80fd\u3002<\/p>\n<\/p>\n
2\u3001\u5982\u4f55\u5b9a\u4e49\u548c\u4f7f\u7528\u88c5\u9970\u5668<\/h3>\n<\/p>\n
\u5b9a\u4e49\u4e00\u4e2a\u88c5\u9970\u5668\u975e\u5e38\u7b80\u5355\uff0c\u53ea\u9700\u8981\u5b9a\u4e49\u4e00\u4e2a\u63a5\u53d7\u51fd\u6570\u4f5c\u4e3a\u53c2\u6570\u7684\u51fd\u6570\uff0c\u7136\u540e\u5728\u8fd9\u4e2a\u51fd\u6570\u5185\u5b9a\u4e49\u4e00\u4e2a\u65b0\u7684\u51fd\u6570\uff08\u901a\u5e38\u79f0\u4e3awrapper\uff09\uff0c\u8fd9\u4e2a\u65b0\u7684\u51fd\u6570\u4f1a\u5728\u539f\u51fd\u6570\u8c03\u7528\u524d\u540e\u6dfb\u52a0\u989d\u5916\u7684\u529f\u80fd\u3002<\/p>\n<\/p>\n
def my_decorator(func):<\/p>\n
    def wrapper(*args, kwargs):<\/p>\n
        # \u5728\u8fd9\u91cc\u6dfb\u52a0\u524d\u7f6e\u529f\u80fd<\/p>\n
        print(f"Calling {func.__name__} with arguments: {args}, {kwargs}")<\/p>\n
        result = func(*args, kwargs)<\/p>\n
        # \u5728\u8fd9\u91cc\u6dfb\u52a0\u540e\u7f6e\u529f\u80fd<\/p>\n
        print(f"Result of {func.__name__}: {result}")<\/p>\n
        return result<\/p>\n
    return wrapper<\/p>\n
<\/code><\/pre>\n<\/p>\n
3\u3001\u793a\u4f8b\uff1a\u6253\u5370\u51fd\u6570\u8c03\u7528<\/h3>\n<\/p>\n
\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528\u4e0a\u8ff0\u5b9a\u4e49\u7684\u88c5\u9970\u5668\u6765\u6253\u5370\u51fd\u6570\u8c03\u7528\u7684\u8be6\u7ec6\u4fe1\u606f\u3002<\/p>\n<\/p>\n
@my_decorator<\/p>\n
def add(a, b):<\/p>\n
    return a + b<\/p>\n
add(2, 3)<\/p>\n
<\/code><\/pre>\n<\/p>\n
\u8fd0\u884c\u4e0a\u8ff0\u4ee3\u7801\u4f1a\u8f93\u51fa\uff1a<\/p>\n<\/p>\n
Calling add with arguments: (2, 3), {}<\/p>\n
Result of add: 5<\/p>\n
<\/code><\/pre>\n<\/p>\n
4\u3001\u66f4\u591a\u590d\u6742\u7684\u88c5\u9970\u5668<\/h3>\n<\/p>\n
\u88c5\u9970\u5668\u4e0d\u4ec5\u53ef\u4ee5\u7528\u4e8e\u6253\u5370\u51fd\u6570\u8c03\u7528\uff0c\u8fd8\u53ef\u4ee5\u7528\u4e8e\u5176\u4ed6\u7528\u9014\uff0c\u4f8b\u5982\uff1a\u6267\u884c\u65f6\u95f4\u6d4b\u91cf\u3001\u6743\u9650\u68c0\u67e5\u3001\u7f13\u5b58\u7b49\u3002\u4e0b\u9762\u662f\u4e00\u4e2a\u7a0d\u5fae\u590d\u6742\u7684\u88c5\u9970\u5668\u793a\u4f8b\uff0c\u5b83\u4e0d\u4ec5\u6253\u5370\u51fd\u6570\u8c03\u7528\uff0c\u8fd8\u8bb0\u5f55\u51fd\u6570\u6267\u884c\u7684\u65f6\u95f4\u3002<\/p>\n<\/p>\n
import time<\/p>\n
def timing_decorator(func):<\/p>\n
    def wrapper(*args, kwargs):<\/p>\n
        start_time = time.time()<\/p>\n
        print(f"Calling {func.__name__} with arguments: {args}, {kwargs}")<\/p>\n
        result = func(*args, kwargs)<\/p>\n
        end_time = time.time()<\/p>\n
        print(f"Result of {func.__name__}: {result}")<\/p>\n
        print(f"Execution time of {func.__name__}: {end_time - start_time} seconds")<\/p>\n
        return result<\/p>\n
    return wrapper<\/p>\n
@timing_decorator<\/p>\n
def slow_function(seconds):<\/p>\n
    time.sleep(seconds)<\/p>\n
    return f"Slept for {seconds} seconds"<\/p>\n
slow_function(2)<\/p>\n
<\/code><\/pre>\n<\/p>\n
5\u3001\u7c7b\u88c5\u9970\u5668<\/h3>\n<\/p>\n
\u9664\u4e86\u51fd\u6570\u88c5\u9970\u5668\uff0c\u8fd8\u6709\u4e00\u79cd\u88c5\u9970\u5668\u662f\u5e94\u7528\u4e8e\u7c7b\u7684\uff0c\u79f0\u4e3a\u7c7b\u88c5\u9970\u5668\u3002\u7c7b\u88c5\u9970\u5668\u53ef\u4ee5\u7528\u4e8e\u5728\u7c7b\u5b9e\u4f8b\u5316\u524d\u540e\u6dfb\u52a0\u989d\u5916\u7684\u884c\u4e3a\u3002<\/p>\n<\/p>\n
def class_decorator(cls):<\/p>\n
    class Wrapper:<\/p>\n
        def __init__(self, *args, kwargs):<\/p>\n
            print(f"Creating instance of {cls.__name__} with arguments: {args}, {kwargs}")<\/p>\n
            self.instance = cls(*args, kwargs)<\/p>\n
        def __getattr__(self, name):<\/p>\n
            return getattr(self.instance, name)<\/p>\n
    return Wrapper<\/p>\n
@class_decorator<\/p>\n
class MyClass:<\/p>\n
    def __init__(self, x):<\/p>\n
        self.x = x<\/p>\n
    def display(self):<\/p>\n
        print(f"MyClass instance with x={self.x}")<\/p>\n
obj = MyClass(10)<\/p>\n
obj.display()<\/p>\n
<\/code><\/pre>\n<\/p>\n
\u8fd0\u884c\u4e0a\u8ff0\u4ee3\u7801\u4f1a\u8f93\u51fa\uff1a<\/p>\n<\/p>\n
Creating instance of MyClass with arguments: (10,), {}<\/p>\n
MyClass instance with x=10<\/p>\n
<\/code><\/pre>\n<\/p>\n
6\u3001\u88c5\u9970\u5668\u7684\u5d4c\u5957\u548c\u7ec4\u5408<\/h3>\n<\/p>\n
\u88c5\u9970\u5668\u53ef\u4ee5\u5d4c\u5957\u548c\u7ec4\u5408\u4f7f\u7528\uff0c\u8fd9\u4f7f\u5f97\u5b83\u4eec\u975e\u5e38\u7075\u6d3b\u3002\u4f8b\u5982\uff0c\u53ef\u4ee5\u5148\u5e94\u7528\u4e00\u4e2a\u7528\u4e8e\u6253\u5370\u51fd\u6570\u8c03\u7528\u7684\u88c5\u9970\u5668\uff0c\u518d\u5e94\u7528\u4e00\u4e2a\u7528\u4e8e\u6d4b\u91cf\u6267\u884c\u65f6\u95f4\u7684\u88c5\u9970\u5668\u3002<\/p>\n<\/p>\n
@timing_decorator<\/p>\n
@my_decorator<\/p>\n
def combined_function(x, y):<\/p>\n
    return x * y<\/p>\n
combined_function(4, 5)<\/p>\n
<\/code><\/pre>\n<\/p>\n
\u8fd0\u884c\u4e0a\u8ff0\u4ee3\u7801\u4f1a\u8f93\u51fa\uff1a<\/p>\n<\/p>\n
Calling combined_function with arguments: (4, 5), {}<\/p>\n
Calling wrapper with arguments: (4, 5), {}<\/p>\n
Result of wrapper: 20<\/p>\n
Execution time of wrapper: <time> seconds<\/p>\n
Result of combined_function: 20<\/p>\n
Execution time of combined_function: <time> seconds<\/p>\n
<\/code><\/pre>\n<\/p>\n
7\u3001\u4f20\u9012\u53c2\u6570\u7ed9\u88c5\u9970\u5668<\/h3>\n<\/p>\n
\u6709\u65f6\u6211\u4eec\u9700\u8981\u4e3a\u88c5\u9970\u5668\u4f20\u9012\u53c2\u6570\uff0c\u8fd9\u53ef\u4ee5\u901a\u8fc7\u518d\u5d4c\u5957\u4e00\u5c42\u51fd\u6570\u6765\u5b9e\u73b0\u3002<\/p>\n<\/p>\n
def log_with_level(level):<\/p>\n
    def decorator(func):<\/p>\n
        def wrapper(*args, kwargs):<\/p>\n
            if level == "info":<\/p>\n
                print(f"INFO: Calling {func.__name__} with arguments: {args}, {kwargs}")<\/p>\n
            result = func(*args, kwargs)<\/p>\n
            if level == "info":<\/p>\n
                print(f"INFO: Result of {func.__name__}: {result}")<\/p>\n
            return result<\/p>\n
        return wrapper<\/p>\n
    return decorator<\/p>\n
@log_with_level("info")<\/p>\n
def multiply(a, b):<\/p>\n
    return a * b<\/p>\n
multiply(3, 4)<\/p>\n
<\/code><\/pre>\n<\/p>\n
8\u3001\u4f7f\u7528functools.wraps\u4fdd\u7559\u539f\u51fd\u6570\u4fe1\u606f<\/h3>\n<\/p>\n
\u5728\u88c5\u9970\u5668\u4e2d\u4f7f\u7528functools.wraps<\/code>\u53ef\u4ee5\u4fdd\u7559\u539f\u51fd\u6570\u7684\u540d\u79f0\u3001\u6587\u6863\u5b57\u7b26\u4e32\u7b49\u4fe1\u606f\uff0c\u8fd9\u5728\u8c03\u8bd5\u548c\u6587\u6863\u751f\u6210\u65f6\u975e\u5e38\u6709\u7528\u3002<\/p>\n<\/p>\n
import functools<\/p>\n
def my_decorator(func):<\/p>\n
    @functools.wraps(func)<\/p>\n
    def wrapper(*args, kwargs):<\/p>\n
        print(f"Calling {func.__name__} with arguments: {args}, {kwargs}")<\/p>\n
        result = func(*args, kwargs)<\/p>\n
        print(f"Result of {func.__name__}: {result}")<\/p>\n
        return result<\/p>\n
    return wrapper<\/p>\n
@my_decorator<\/p>\n
def add(a, b):<\/p>\n
    """Add two numbers."""<\/p>\n
    return a + b<\/p>\n
print(add.__name__)  # \u8f93\u51fa: add<\/p>\n
print(add.__doc__)   # \u8f93\u51fa: Add two numbers.<\/p>\n
<\/code><\/pre>\n<\/p>\n
9\u3001\u4f7f\u7528\u88c5\u9970\u5668\u7684\u6700\u4f73\u5b9e\u8df5<\/h3>\n<\/p>\n
    \n
  1. \u5206\u79bb\u903b\u8f91<\/strong>\uff1a\u88c5\u9970\u5668\u5e94\u5c3d\u53ef\u80fd\u5c06\u9644\u52a0\u529f\u80fd\u4e0e\u4e1a\u52a1\u903b\u8f91\u5206\u79bb\uff0c\u4f7f\u4ee3\u7801\u66f4\u6613\u4e8e\u7ef4\u62a4\u3002<\/li>\n
  2. \u4f7f\u7528functools.wraps<\/strong>\uff1a\u786e\u4fdd\u88c5\u9970\u5668\u4e0d\u4f1a\u4e22\u5931\u539f\u51fd\u6570\u7684\u4fe1\u606f\u3002<\/li>\n
  3. \u7075\u6d3b\u6027<\/strong>\uff1a\u8bbe\u8ba1\u7075\u6d3b\u7684\u88c5\u9970\u5668\uff0c\u4f7f\u5176\u53ef\u4ee5\u901a\u8fc7\u53c2\u6570\u914d\u7f6e\u884c\u4e3a\u3002<\/li>\n
  4. \u7ec4\u5408\u4f7f\u7528<\/strong>\uff1a\u5145\u5206\u5229\u7528\u88c5\u9970\u5668\u7684\u7ec4\u5408\u7279\u6027\uff0c\u521b\u5efa\u5f3a\u5927\u4e14\u53ef\u590d\u7528\u7684\u529f\u80fd\u3002<\/li>\n<\/ol>\n
    \u901a\u8fc7\u8fd9\u4e9b\u65b9\u6cd5\u548c\u6280\u5de7\uff0c\u60a8\u53ef\u4ee5\u6709\u6548\u5730\u6253\u5370\u51fd\u6570\u8c03\u7528\uff0c\u5e76\u6dfb\u52a0\u5176\u4ed6\u6709\u7528\u7684\u529f\u80fd\uff0c\u4ece\u800c\u63d0\u9ad8\u4ee3\u7801\u7684\u53ef\u8bfb\u6027\u548c\u53ef\u7ef4\u62a4\u6027\u3002<\/p>\n<\/p>\n
    \u76f8\u5173\u95ee\u7b54FAQs\uff1a<\/strong><\/h2>\n
     \u5982\u4f55\u5728Python\u4e2d\u8ffd\u8e2a\u51fd\u6570\u8c03\u7528\u7684\u987a\u5e8f\uff1f<\/strong>
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    \u5728Python\u4e2d\u5982\u4f55\u4f7f\u7528\u65e5\u5fd7\u8bb0\u5f55\u51fd\u6570\u8c03\u7528\uff1f<\/strong>
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