{"id":1048985,"date":"2024-12-31T13:55:44","date_gmt":"2024-12-31T05:55:44","guid":{"rendered":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/1048985.html"},"modified":"2024-12-31T13:55:47","modified_gmt":"2024-12-31T05:55:47","slug":"python%e5%a6%82%e4%bd%95%e5%86%99%e5%87%ba%e6%9b%b4%e7%ae%80%e5%8d%95%e7%9a%84%e4%bb%a3%e7%a0%81","status":"publish","type":"post","link":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/1048985.html","title":{"rendered":"python\u5982\u4f55\u5199\u51fa\u66f4\u7b80\u5355\u7684\u4ee3\u7801"},"content":{"rendered":"<p style=\"text-align:center;\" ><img decoding=\"async\" src=\"https:\/\/cdn-docs.pingcode.com\/wp-content\/uploads\/2024\/12\/6800894b-80b7-4432-a7c1-76ba7ff6b824.webp?x-oss-process=image\/auto-orient,1\/format,webp\" alt=\"python\u5982\u4f55\u5199\u51fa\u66f4\u7b80\u5355\u7684\u4ee3\u7801\" \/><\/p>\n<p><p> <strong>\u901a\u8fc7\u4f7f\u7528\u9ad8\u7ea7\u51fd\u6570\u3001\u7b80\u5316\u6761\u4ef6\u8bed\u53e5\u3001\u4f7f\u7528\u5217\u8868\u751f\u6210\u5668\u3001\u6a21\u5757\u5316\u7f16\u7a0b\u7b49\u65b9\u6cd5\uff0cPython \u53ef\u4ee5\u5199\u51fa\u66f4\u52a0\u7b80\u6d01\u548c\u9ad8\u6548\u7684\u4ee3\u7801\u3002<\/strong> \u5176\u4e2d\uff0c<strong>\u4f7f\u7528\u5217\u8868\u751f\u6210\u5668<\/strong>\u662f\u4e00\u79cd\u975e\u5e38\u6709\u6548\u7684\u65b9\u5f0f\uff0c\u53ef\u4ee5\u6781\u5927\u5730\u7b80\u5316\u4ee3\u7801\u7ed3\u6784\u5e76\u63d0\u9ad8\u4ee3\u7801\u7684\u53ef\u8bfb\u6027\u3002\u5217\u8868\u751f\u6210\u5668\u662f\u4e00\u79cd\u5728Python\u4e2d\u521b\u5efa\u5217\u8868\u7684\u7b80\u6d01\u65b9\u5f0f\uff0c\u5b83\u5141\u8bb8\u4f60\u5728\u4e00\u884c\u4ee3\u7801\u4e2d\u5b8c\u6210\u590d\u6742\u7684\u64cd\u4f5c\uff0c\u800c\u65e0\u9700\u4f7f\u7528\u591a\u884c\u7684for\u5faa\u73af\u3002<\/p>\n<\/p>\n<p><p>\u4f8b\u5982\uff0c\u5047\u8bbe\u4f60\u6709\u4e00\u4e2a\u5217\u8868\uff0c\u5e76\u4e14\u60f3\u8981\u751f\u6210\u4e00\u4e2a\u65b0\u5217\u8868\uff0c\u5176\u4e2d\u6bcf\u4e2a\u5143\u7d20\u90fd\u662f\u539f\u5217\u8868\u5143\u7d20\u7684\u5e73\u65b9\u3002\u4f7f\u7528\u4f20\u7edf\u7684for\u5faa\u73af\uff0c\u4f60\u53ef\u80fd\u4f1a\u8fd9\u6837\u5199\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">squares = []<\/p>\n<p>for x in range(10):<\/p>\n<p>    squares.append(x2)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u800c\u4f7f\u7528\u5217\u8868\u751f\u6210\u5668\uff0c\u53ea\u9700\u4e00\u884c\u4ee3\u7801\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">squares = [x2 for x in range(10)]<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u8fd9\u79cd\u65b9\u6cd5\u4e0d\u4ec5\u4f7f\u4ee3\u7801\u66f4\u77ed\uff0c\u66f4\u6613\u4e8e\u9605\u8bfb\u548c\u7ef4\u62a4\uff0c\u8fd8\u63d0\u9ad8\u4e86\u6267\u884c\u6548\u7387\u3002<\/p>\n<\/p>\n<p><h3>\u4e00\u3001\u4f7f\u7528\u9ad8\u7ea7\u51fd\u6570<\/h3>\n<\/p>\n<p><p>Python \u63d0\u4f9b\u4e86\u8bb8\u591a\u5185\u7f6e\u7684\u9ad8\u7ea7\u51fd\u6570\uff0c\u5982 <code>map()<\/code>, <code>filter()<\/code>, \u548c <code>reduce()<\/code>\uff0c\u8fd9\u4e9b\u51fd\u6570\u53ef\u4ee5\u6781\u5927\u5730\u7b80\u5316\u4ee3\u7801\u903b\u8f91\u3002<\/p>\n<\/p>\n<p><p><strong>map() \u51fd\u6570<\/strong><\/p>\n<\/p>\n<p><p><code>map()<\/code> \u51fd\u6570\u53ef\u4ee5\u5e94\u7528\u4e00\u4e2a\u51fd\u6570\u5230\u4e00\u4e2a\u5e8f\u5217\u4e2d\u7684\u6bcf\u4e00\u4e2a\u5143\u7d20\uff0c\u5e76\u8fd4\u56de\u4e00\u4e2a\u65b0\u7684\u5e8f\u5217\u3002\u4e3e\u4e2a\u4f8b\u5b50\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\"># \u4f20\u7edf\u65b9\u6cd5<\/p>\n<p>numbers = [1, 2, 3, 4, 5]<\/p>\n<p>squared_numbers = []<\/p>\n<p>for number in numbers:<\/p>\n<p>    squared_numbers.append(number2)<\/p>\n<h2><strong>\u4f7f\u7528 map() \u51fd\u6570<\/strong><\/h2>\n<p>squared_numbers = list(map(lambda x: x2, numbers))<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p><strong>filter() \u51fd\u6570<\/strong><\/p>\n<\/p>\n<p><p><code>filter()<\/code> \u51fd\u6570\u53ef\u4ee5\u8fc7\u6ee4\u6389\u4e0d\u7b26\u5408\u6761\u4ef6\u7684\u5143\u7d20\u3002\u4e3e\u4e2a\u4f8b\u5b50\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\"># \u4f20\u7edf\u65b9\u6cd5<\/p>\n<p>numbers = [1, 2, 3, 4, 5]<\/p>\n<p>even_numbers = []<\/p>\n<p>for number in numbers:<\/p>\n<p>    if number % 2 == 0:<\/p>\n<p>        even_numbers.append(number)<\/p>\n<h2><strong>\u4f7f\u7528 filter() \u51fd\u6570<\/strong><\/h2>\n<p>even_numbers = list(filter(lambda x: x % 2 == 0, numbers))<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p><strong>reduce() \u51fd\u6570<\/strong><\/p>\n<\/p>\n<p><p><code>reduce()<\/code> \u51fd\u6570\u53ef\u4ee5\u5bf9\u4e00\u4e2a\u5e8f\u5217\u8fdb\u884c\u7d2f\u8ba1\u64cd\u4f5c\u3002\u4e3e\u4e2a\u4f8b\u5b50\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">from functools import reduce<\/p>\n<h2><strong>\u4f20\u7edf\u65b9\u6cd5<\/strong><\/h2>\n<p>numbers = [1, 2, 3, 4, 5]<\/p>\n<p>product = 1<\/p>\n<p>for number in numbers:<\/p>\n<p>    product *= number<\/p>\n<h2><strong>\u4f7f\u7528 reduce() \u51fd\u6570<\/strong><\/h2>\n<p>product = reduce(lambda x, y: x * y, numbers)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h3>\u4e8c\u3001\u7b80\u5316\u6761\u4ef6\u8bed\u53e5<\/h3>\n<\/p>\n<p><p>\u6761\u4ef6\u8bed\u53e5\u6709\u65f6\u4f1a\u4f7f\u4ee3\u7801\u663e\u5f97\u5197\u957f\uff0c\u53ef\u4ee5\u901a\u8fc7\u4e00\u4e9b\u6280\u5de7\u6765\u7b80\u5316\u5b83\u4eec\u3002<\/p>\n<\/p>\n<p><p><strong>\u4f7f\u7528\u4e09\u5143\u8fd0\u7b97\u7b26<\/strong><\/p>\n<\/p>\n<p><p>\u4e09\u5143\u8fd0\u7b97\u7b26\u662f\u4e00\u79cd\u7b80\u6d01\u7684\u6761\u4ef6\u8bed\u53e5\u5199\u6cd5\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\"># \u4f20\u7edf\u65b9\u6cd5<\/p>\n<p>if a &gt; b:<\/p>\n<p>    max_val = a<\/p>\n<p>else:<\/p>\n<p>    max_val = b<\/p>\n<h2><strong>\u4f7f\u7528\u4e09\u5143\u8fd0\u7b97\u7b26<\/strong><\/h2>\n<p>max_val = a if a &gt; b else b<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p><strong>\u4f7f\u7528\u5b57\u5178\u4ee3\u66ff\u591a\u91cd if-elif<\/strong><\/p>\n<\/p>\n<p><p>\u5f53\u4f60\u6709\u591a\u4e2a\u6761\u4ef6\u5224\u65ad\u65f6\uff0c\u53ef\u4ee5\u8003\u8651\u4f7f\u7528\u5b57\u5178\u6620\u5c04\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\"># \u4f20\u7edf\u65b9\u6cd5<\/p>\n<p>def get_status(code):<\/p>\n<p>    if code == 200:<\/p>\n<p>        return &#39;OK&#39;<\/p>\n<p>    elif code == 404:<\/p>\n<p>        return &#39;Not Found&#39;<\/p>\n<p>    elif code == 500:<\/p>\n<p>        return &#39;Server Error&#39;<\/p>\n<p>    else:<\/p>\n<p>        return &#39;Unknown&#39;<\/p>\n<h2><strong>\u4f7f\u7528\u5b57\u5178\u6620\u5c04<\/strong><\/h2>\n<p>def get_status(code):<\/p>\n<p>    status_dict = {<\/p>\n<p>        200: &#39;OK&#39;,<\/p>\n<p>        404: &#39;Not Found&#39;,<\/p>\n<p>        500: &#39;Server Error&#39;<\/p>\n<p>    }<\/p>\n<p>    return status_dict.get(code, &#39;Unknown&#39;)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h3>\u4e09\u3001\u4f7f\u7528\u5217\u8868\u751f\u6210\u5668<\/h3>\n<\/p>\n<p><p>\u5217\u8868\u751f\u6210\u5668\u4e0d\u4ec5\u53ef\u4ee5\u4f7f\u4ee3\u7801\u66f4\u7b80\u6d01\uff0c\u8fd8\u80fd\u63d0\u9ad8\u6267\u884c\u6548\u7387\u3002<\/p>\n<\/p>\n<p><p><strong>\u521b\u5efa\u7b80\u5355\u5217\u8868<\/strong><\/p>\n<\/p>\n<p><p>\u4f20\u7edf\u65b9\u6cd5\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">squares = []<\/p>\n<p>for x in range(10):<\/p>\n<p>    squares.append(x2)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u4f7f\u7528\u5217\u8868\u751f\u6210\u5668\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">squares = [x2 for x in range(10)]<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p><strong>\u6761\u4ef6\u7b5b\u9009<\/strong><\/p>\n<\/p>\n<p><p>\u4f20\u7edf\u65b9\u6cd5\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">even_squares = []<\/p>\n<p>for x in range(10):<\/p>\n<p>    if x % 2 == 0:<\/p>\n<p>        even_squares.append(x2)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u4f7f\u7528\u5217\u8868\u751f\u6210\u5668\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">even_squares = [x2 for x in range(10) if x % 2 == 0]<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h3>\u56db\u3001\u6a21\u5757\u5316\u7f16\u7a0b<\/h3>\n<\/p>\n<p><p>\u5c06\u4ee3\u7801\u5206\u5272\u6210\u591a\u4e2a\u6a21\u5757\uff0c\u53ef\u4ee5\u4f7f\u4ee3\u7801\u66f4\u6613\u4e8e\u7ef4\u62a4\u548c\u91cd\u7528\u3002<\/p>\n<\/p>\n<p><p><strong>\u521b\u5efa\u6a21\u5757<\/strong><\/p>\n<\/p>\n<p><p>\u5c06\u76f8\u5173\u7684\u51fd\u6570\u548c\u7c7b\u653e\u5728\u4e00\u4e2a\u6a21\u5757\u4e2d\uff0c\u4f8b\u5982 <code>utils.py<\/code>\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\"># utils.py<\/p>\n<p>def add(a, b):<\/p>\n<p>    return a + b<\/p>\n<p>def subtract(a, b):<\/p>\n<p>    return a - b<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u5728\u4e3b\u7a0b\u5e8f\u4e2d\u5bfc\u5165\u5e76\u4f7f\u7528\u8fd9\u4e9b\u51fd\u6570\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\"># m<a href=\"https:\/\/docs.pingcode.com\/blog\/59162.html\" target=\"_blank\">AI<\/a>n.py<\/p>\n<p>import utils<\/p>\n<p>result_add = utils.add(5, 3)<\/p>\n<p>result_subtract = utils.subtract(5, 3)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p><strong>\u4f7f\u7528\u7c7b<\/strong><\/p>\n<\/p>\n<p><p>\u7c7b\u53ef\u4ee5\u5c06\u6570\u636e\u548c\u884c\u4e3a\u5c01\u88c5\u5728\u4e00\u8d77\uff0c\u4f7f\u4ee3\u7801\u66f4\u6e05\u6670\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">class Calculator:<\/p>\n<p>    def __init__(self):<\/p>\n<p>        self.result = 0<\/p>\n<p>    def add(self, a, b):<\/p>\n<p>        self.result = a + b<\/p>\n<p>        return self.result<\/p>\n<p>    def subtract(self, a, b):<\/p>\n<p>        self.result = a - b<\/p>\n<p>        return self.result<\/p>\n<p>calc = Calculator()<\/p>\n<p>print(calc.add(5, 3))<\/p>\n<p>print(calc.subtract(5, 3))<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h3>\u4e94\u3001\u4f7f\u7528Python\u6807\u51c6\u5e93<\/h3>\n<\/p>\n<p><p>Python\u6807\u51c6\u5e93\u63d0\u4f9b\u4e86\u8bb8\u591a\u6a21\u5757\uff0c\u53ef\u4ee5\u5927\u5927\u7b80\u5316\u4ee3\u7801\u7f16\u5199\u3002<\/p>\n<\/p>\n<p><p><strong>\u4f7f\u7528 <code>collections<\/code> \u6a21\u5757<\/strong><\/p>\n<\/p>\n<p><p><code>collections<\/code> \u6a21\u5757\u63d0\u4f9b\u4e86\u8bb8\u591a\u6709\u7528\u7684\u6570\u636e\u7ed3\u6784\uff0c\u6bd4\u5982 <code>defaultdict<\/code>, <code>Counter<\/code>, <code>deque<\/code> \u7b49\u3002<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">from collections import defaultdict<\/p>\n<h2><strong>\u4f20\u7edf\u65b9\u6cd5<\/strong><\/h2>\n<p>d = {}<\/p>\n<p>for key, value in some_list:<\/p>\n<p>    if key not in d:<\/p>\n<p>        d[key] = []<\/p>\n<p>    d[key].append(value)<\/p>\n<h2><strong>\u4f7f\u7528 defaultdict<\/strong><\/h2>\n<p>d = defaultdict(list)<\/p>\n<p>for key, value in some_list:<\/p>\n<p>    d[key].append(value)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p><strong>\u4f7f\u7528 <code>itertools<\/code> \u6a21\u5757<\/strong><\/p>\n<\/p>\n<p><p><code>itertools<\/code> \u6a21\u5757\u63d0\u4f9b\u4e86\u8bb8\u591a\u9ad8\u6548\u7684\u8fed\u4ee3\u5668\u5de5\u5177\uff0c\u6bd4\u5982 <code>chain<\/code>, <code>cycle<\/code>, <code>combinations<\/code> \u7b49\u3002<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">from itertools import chain<\/p>\n<h2><strong>\u4f20\u7edf\u65b9\u6cd5<\/strong><\/h2>\n<p>combined = []<\/p>\n<p>for list_ in lists:<\/p>\n<p>    combined.extend(list_)<\/p>\n<h2><strong>\u4f7f\u7528 chain<\/strong><\/h2>\n<p>combined = list(chain(*lists))<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h3>\u516d\u3001\u4f7f\u7528\u7b2c\u4e09\u65b9\u5e93<\/h3>\n<\/p>\n<p><p>Python\u6709\u4e00\u4e2a\u5e9e\u5927\u7684\u7b2c\u4e09\u65b9\u5e93\u751f\u6001\u7cfb\u7edf\uff0c\u53ef\u4ee5\u5e2e\u52a9\u4f60\u66f4\u7b80\u6d01\u5730\u7f16\u5199\u4ee3\u7801\u3002<\/p>\n<\/p>\n<p><p><strong>\u4f7f\u7528 <code>pandas<\/code> \u8fdb\u884c\u6570\u636e\u5904\u7406<\/strong><\/p>\n<\/p>\n<p><p><code>pandas<\/code> \u662f\u4e00\u4e2a\u5f3a\u5927\u7684\u6570\u636e\u5904\u7406\u5e93\uff0c\u4f7f\u7528\u5b83\u53ef\u4ee5\u5927\u5927\u7b80\u5316\u6570\u636e\u64cd\u4f5c\u3002<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">import pandas as pd<\/p>\n<h2><strong>\u4f20\u7edf\u65b9\u6cd5<\/strong><\/h2>\n<p>data = [<\/p>\n<p>    {&quot;name&quot;: &quot;Alice&quot;, &quot;age&quot;: 25},<\/p>\n<p>    {&quot;name&quot;: &quot;Bob&quot;, &quot;age&quot;: 30},<\/p>\n<p>    {&quot;name&quot;: &quot;Charlie&quot;, &quot;age&quot;: 35}<\/p>\n<p>]<\/p>\n<p>ages = []<\/p>\n<p>for person in data:<\/p>\n<p>    ages.append(person[&#39;age&#39;])<\/p>\n<p>average_age = sum(ages) \/ len(ages)<\/p>\n<h2><strong>\u4f7f\u7528 pandas<\/strong><\/h2>\n<p>df = pd.DataFrame(data)<\/p>\n<p>average_age = df[&#39;age&#39;].mean()<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p><strong>\u4f7f\u7528 <code>numpy<\/code> \u8fdb\u884c\u6570\u503c\u8ba1\u7b97<\/strong><\/p>\n<\/p>\n<p><p><code>numpy<\/code> \u662f\u4e00\u4e2a\u9ad8\u6548\u7684\u6570\u503c\u8ba1\u7b97\u5e93\uff0c\u4f7f\u7528\u5b83\u53ef\u4ee5\u7b80\u5316\u8bb8\u591a\u6570\u5b66\u8fd0\u7b97\u3002<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">import numpy as np<\/p>\n<h2><strong>\u4f20\u7edf\u65b9\u6cd5<\/strong><\/h2>\n<p>numbers = [1, 2, 3, 4, 5]<\/p>\n<p>squared_numbers = []<\/p>\n<p>for number in numbers:<\/p>\n<p>    squared_numbers.append(number2)<\/p>\n<h2><strong>\u4f7f\u7528 numpy<\/strong><\/h2>\n<p>numbers = np.array([1, 2, 3, 4, 5])<\/p>\n<p>squared_numbers = numbers2<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h3>\u4e03\u3001\u5199\u51fa\u53ef\u8bfb\u6027\u9ad8\u7684\u4ee3\u7801<\/h3>\n<\/p>\n<p><p>\u53ef\u8bfb\u6027\u9ad8\u7684\u4ee3\u7801\u4e0d\u4ec5\u7b80\u6d01\uff0c\u8fd8\u5bb9\u6613\u7406\u89e3\u548c\u7ef4\u62a4\u3002<\/p>\n<\/p>\n<p><p><strong>\u4f7f\u7528\u6709\u610f\u4e49\u7684\u53d8\u91cf\u540d<\/strong><\/p>\n<\/p>\n<p><p>\u53d8\u91cf\u540d\u5e94\u8be5\u80fd\u591f\u6e05\u6670\u5730\u8868\u8fbe\u5176\u542b\u4e49\u3002<\/p>\n<\/p>\n<p><pre><code class=\"language-python\"># \u4e0d\u597d\u7684\u547d\u540d<\/p>\n<p>x = 25<\/p>\n<p>y = 30<\/p>\n<h2><strong>\u597d\u7684\u547d\u540d<\/strong><\/h2>\n<p>age = 25<\/p>\n<p>height = 30<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p><strong>\u4f7f\u7528\u6ce8\u91ca\u548c\u6587\u6863\u5b57\u7b26\u4e32<\/strong><\/p>\n<\/p>\n<p><p>\u9002\u5f53\u7684\u6ce8\u91ca\u548c\u6587\u6863\u5b57\u7b26\u4e32\u53ef\u4ee5\u5e2e\u52a9\u5176\u4ed6\u5f00\u53d1\u8005\u7406\u89e3\u4ee3\u7801\u3002<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">def calculate_area(radius):<\/p>\n<p>    &quot;&quot;&quot;<\/p>\n<p>    \u8ba1\u7b97\u5706\u7684\u9762\u79ef<\/p>\n<p>    :param radius: \u5706\u7684\u534a\u5f84<\/p>\n<p>    :return: \u5706\u7684\u9762\u79ef<\/p>\n<p>    &quot;&quot;&quot;<\/p>\n<p>    import math<\/p>\n<p>    return math.pi * radius2<\/p>\n<h2><strong>\u8ba1\u7b97\u534a\u5f84\u4e3a5\u7684\u5706\u7684\u9762\u79ef<\/strong><\/h2>\n<p>area = calculate_area(5)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p><strong>\u9075\u5faa\u4ee3\u7801\u98ce\u683c\u6307\u5357<\/strong><\/p>\n<\/p>\n<p><p>\u9075\u5faaPEP 8\u7b49\u4ee3\u7801\u98ce\u683c\u6307\u5357\u53ef\u4ee5\u63d0\u9ad8\u4ee3\u7801\u7684\u4e00\u81f4\u6027\u548c\u53ef\u8bfb\u6027\u3002<\/p>\n<\/p>\n<p><pre><code class=\"language-python\"># \u4e0d\u597d\u7684\u98ce\u683c<\/p>\n<p>def myFunction ( a,b ) :<\/p>\n<p>    return(a+b)<\/p>\n<h2><strong>\u597d\u7684\u98ce\u683c<\/strong><\/h2>\n<p>def my_function(a, b):<\/p>\n<p>    return a + b<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h3>\u516b\u3001\u4f7f\u7528\u9519\u8bef\u5904\u7406<\/h3>\n<\/p>\n<p><p>\u9002\u5f53\u7684\u9519\u8bef\u5904\u7406\u53ef\u4ee5\u4f7f\u4ee3\u7801\u66f4\u5065\u58ee\uff0c\u51cf\u5c11\u672a\u6355\u83b7\u9519\u8bef\u5bfc\u81f4\u7684\u5d29\u6e83\u3002<\/p>\n<\/p>\n<p><p><strong>\u4f7f\u7528 try-except \u8bed\u53e5<\/strong><\/p>\n<\/p>\n<p><pre><code class=\"language-python\">try:<\/p>\n<p>    result = 10 \/ 0<\/p>\n<p>except ZeroDivisionError:<\/p>\n<p>    result = None<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p><strong>\u81ea\u5b9a\u4e49\u5f02\u5e38<\/strong><\/p>\n<\/p>\n<p><p>\u6709\u65f6\u81ea\u5b9a\u4e49\u5f02\u5e38\u53ef\u4ee5\u4f7f\u9519\u8bef\u5904\u7406\u66f4\u6e05\u6670\u3002<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">class CustomError(Exception):<\/p>\n<p>    pass<\/p>\n<p>try:<\/p>\n<p>    raise CustomError(&quot;This is a custom error&quot;)<\/p>\n<p>except CustomError as e:<\/p>\n<p>    print(e)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h3>\u4e5d\u3001\u4f7f\u7528\u4e0a\u4e0b\u6587\u7ba1\u7406\u5668<\/h3>\n<\/p>\n<p><p>\u4e0a\u4e0b\u6587\u7ba1\u7406\u5668\u53ef\u4ee5\u81ea\u52a8\u7ba1\u7406\u8d44\u6e90\u7684\u5206\u914d\u548c\u91ca\u653e\uff0c\u51cf\u5c11\u8d44\u6e90\u6cc4\u6f0f\u3002<\/p>\n<\/p>\n<p><p><strong>\u4f7f\u7528 with \u8bed\u53e5<\/strong><\/p>\n<\/p>\n<p><pre><code class=\"language-python\"># \u4f20\u7edf\u65b9\u6cd5<\/p>\n<p>file = open(&#39;example.txt&#39;, &#39;r&#39;)<\/p>\n<p>try:<\/p>\n<p>    content = file.read()<\/p>\n<p>finally:<\/p>\n<p>    file.close()<\/p>\n<h2><strong>\u4f7f\u7528 with \u8bed\u53e5<\/strong><\/h2>\n<p>with open(&#39;example.txt&#39;, &#39;r&#39;) as file:<\/p>\n<p>    content = file.read()<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p><strong>\u81ea\u5b9a\u4e49\u4e0a\u4e0b\u6587\u7ba1\u7406\u5668<\/strong><\/p>\n<\/p>\n<p><p>\u4f60\u4e5f\u53ef\u4ee5\u81ea\u5b9a\u4e49\u4e0a\u4e0b\u6587\u7ba1\u7406\u5668\u6765\u7ba1\u7406\u5176\u4ed6\u8d44\u6e90\u3002<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">class ManagedResource:<\/p>\n<p>    def __enter__(self):<\/p>\n<p>        # \u521d\u59cb\u5316\u8d44\u6e90<\/p>\n<p>        return self<\/p>\n<p>    def __exit__(self, exc_type, exc_val, exc_tb):<\/p>\n<p>        # \u91ca\u653e\u8d44\u6e90<\/p>\n<p>        pass<\/p>\n<p>with ManagedResource() as resource:<\/p>\n<p>    # \u4f7f\u7528\u8d44\u6e90<\/p>\n<p>    pass<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u901a\u8fc7\u4ee5\u4e0a\u8fd9\u4e9b\u65b9\u6cd5\uff0c\u4f60\u53ef\u4ee5\u5728Python\u4e2d\u5199\u51fa\u66f4\u52a0\u7b80\u6d01\u3001\u9ad8\u6548\u3001\u53ef\u8bfb\u6027\u9ad8\u7684\u4ee3\u7801\u3002\u65e0\u8bba\u662f\u4f7f\u7528\u9ad8\u7ea7\u51fd\u6570\u3001\u5217\u8868\u751f\u6210\u5668\u3001\u6a21\u5757\u5316\u7f16\u7a0b\uff0c\u8fd8\u662f\u5229\u7528\u7b2c\u4e09\u65b9\u5e93\u548c\u4e0a\u4e0b\u6587\u7ba1\u7406\u5668\uff0c\u8fd9\u4e9b\u6280\u5de7\u90fd\u80fd\u5e2e\u52a9\u4f60\u63d0\u5347\u7f16\u7a0b\u6548\u7387\u548c\u4ee3\u7801\u8d28\u91cf\u3002\u5e0c\u671b\u8fd9\u4e9b\u5efa\u8bae\u5bf9\u4f60\u6709\u6240\u5e2e\u52a9\u3002<\/p>\n<\/p>\n<h2><strong>\u76f8\u5173\u95ee\u7b54FAQs\uff1a<\/strong><\/h2>\n<p> <strong>\u5982\u4f55\u5728Python\u4e2d\u51cf\u5c11\u4ee3\u7801\u884c\u6570\uff1f<\/strong><br \/>\u8981\u51cf\u5c11Python\u4ee3\u7801\u7684\u884c\u6570\uff0c\u53ef\u4ee5\u5229\u7528\u5217\u8868\u63a8\u5bfc\u5f0f\u3001\u51fd\u6570\u5f0f\u7f16\u7a0b\u548c\u5185\u7f6e\u51fd\u6570\u7b49\u7279\u6027\u3002\u901a\u8fc7\u5217\u8868\u63a8\u5bfc\u5f0f\uff0c\u53ef\u4ee5\u5728\u4e00\u884c\u4e2d\u751f\u6210\u65b0\u7684\u5217\u8868\uff0c\u907f\u514d\u4f7f\u7528\u5faa\u73af\u3002\u6b64\u5916\uff0c\u5229\u7528map()\u548cfilter()\u7b49\u51fd\u6570\uff0c\u53ef\u4ee5\u8ba9\u4ee3\u7801\u66f4\u52a0\u7b80\u6d01\u3002\u4f7f\u7528Python\u7684\u6807\u51c6\u5e93\u548c\u6a21\u5757\u4e5f\u53ef\u4ee5\u5e2e\u52a9\u4f60\u907f\u514d\u91cd\u590d\u9020\u8f6e\u5b50\uff0c\u4ece\u800c\u51cf\u5c11\u4ee3\u7801\u7684\u590d\u6742\u6027\u3002<\/p>\n<p><strong>\u54ea\u4e9bPython\u5e93\u53ef\u4ee5\u5e2e\u52a9\u6211\u7b80\u5316\u4ee3\u7801\uff1f<\/strong><br \/>\u6709\u8bb8\u591aPython\u5e93\u53ef\u4ee5\u5e2e\u52a9\u7b80\u5316\u4ee3\u7801\uff0c\u4f8b\u5982NumPy\u548cPandas\u7528\u4e8e\u6570\u636e\u5904\u7406\uff0cFlask\u548cDjango\u7528\u4e8eWeb\u5f00\u53d1\u3002\u8fd9\u4e9b\u5e93\u63d0\u4f9b\u4e86\u9ad8\u6548\u7684\u51fd\u6570\u548c\u5de5\u5177\uff0c\u80fd\u591f\u51cf\u5c11\u624b\u52a8\u7f16\u7801\u7684\u5de5\u4f5c\u91cf\u3002\u540c\u65f6\uff0c\u4f7f\u7528\u8fd9\u4e9b\u5e93\u7684\u6587\u6863\u548c\u793a\u4f8b\u4e5f\u80fd\u63d0\u4f9b\u5feb\u6377\u7684\u53c2\u8003\uff0c\u4f7f\u5f97\u7f16\u5199\u4ee3\u7801\u7684\u8fc7\u7a0b\u66f4\u52a0\u9ad8\u6548\u3002<\/p>\n<p><strong>\u5982\u4f55\u63d0\u9ad8\u6211\u7684Python\u4ee3\u7801\u7684\u53ef\u8bfb\u6027\uff1f<\/strong><br \/>\u63d0\u9ad8Python\u4ee3\u7801\u7684\u53ef\u8bfb\u6027\u53ef\u4ee5\u901a\u8fc7\u9075\u5faaPEP 8\u7f16\u7801\u89c4\u8303\u6765\u5b9e\u73b0\u3002\u5408\u7406\u7684\u547d\u540d\u4e60\u60ef\u3001\u9002\u5f53\u7684\u6ce8\u91ca\u4ee5\u53ca\u5c06\u4ee3\u7801\u5206\u89e3\u4e3a\u5c0f\u7684\u3001\u53ef\u91cd\u7528\u7684\u51fd\u6570\uff0c\u90fd\u80fd\u589e\u5f3a\u4ee3\u7801\u7684\u6e05\u6670\u5ea6\u3002\u6b64\u5916\uff0c\u4f7f\u7528\u4e00\u81f4\u7684\u7f29\u8fdb\u98ce\u683c\u548c\u7a7a\u884c\uff0c\u53ef\u4ee5\u5e2e\u52a9\u4ed6\u4eba\u66f4\u5feb\u5730\u7406\u89e3\u4f60\u7684\u4ee3\u7801\u7ed3\u6784\u3002\u8c03\u8bd5\u5de5\u5177\u548c<a href=\"https:\/\/docs.pingcode.com\/code-review\" target=\"_blank\">\u4ee3\u7801\u5ba1\u67e5<\/a>\u4e5f\u53ef\u4ee5\u5e2e\u52a9\u53d1\u73b0\u6f5c\u5728\u7684\u590d\u6742\u6027\u5e76\u8fdb\u884c\u4f18\u5316\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"\u901a\u8fc7\u4f7f\u7528\u9ad8\u7ea7\u51fd\u6570\u3001\u7b80\u5316\u6761\u4ef6\u8bed\u53e5\u3001\u4f7f\u7528\u5217\u8868\u751f\u6210\u5668\u3001\u6a21\u5757\u5316\u7f16\u7a0b\u7b49\u65b9\u6cd5\uff0cPython \u53ef\u4ee5\u5199\u51fa\u66f4\u52a0\u7b80\u6d01\u548c\u9ad8\u6548\u7684\u4ee3\u7801\u3002 [&hellip;]","protected":false},"author":3,"featured_media":1048998,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[37],"tags":[],"acf":[],"_links":{"self":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/1048985"}],"collection":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/comments?post=1048985"}],"version-history":[{"count":"1","href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/1048985\/revisions"}],"predecessor-version":[{"id":1048999,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/1048985\/revisions\/1048999"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/media\/1048998"}],"wp:attachment":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/media?parent=1048985"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/categories?post=1048985"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/tags?post=1048985"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}