{"id":1147497,"date":"2025-01-13T16:25:36","date_gmt":"2025-01-13T08:25:36","guid":{"rendered":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/1147497.html"},"modified":"2025-01-13T16:25:38","modified_gmt":"2025-01-13T08:25:38","slug":"python%e4%b8%ad%e5%a6%82%e4%bd%95%e5%80%92%e5%8f%99%e8%be%93%e5%87%ba","status":"publish","type":"post","link":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/1147497.html","title":{"rendered":"python\u4e2d\u5982\u4f55\u5012\u53d9\u8f93\u51fa"},"content":{"rendered":"<p style=\"text-align:center;\" ><img decoding=\"async\" src=\"https:\/\/cdn-kb.worktile.com\/kb\/wp-content\/uploads\/2024\/04\/25165641\/459a6d37-015a-47fc-9501-d1d58def1348.webp\" alt=\"python\u4e2d\u5982\u4f55\u5012\u53d9\u8f93\u51fa\" \/><\/p>\n<p><p> \u5728Python\u4e2d\uff0c<strong>\u53ef\u4ee5\u4f7f\u7528\u5207\u7247\u3001reversed()\u51fd\u6570\u3001sorted()\u51fd\u6570\u7684reverse\u53c2\u6570\u3001\u9012\u5f52\u7b49\u65b9\u6cd5\u6765\u5012\u53d9\u8f93\u51fa<\/strong>\u3002\u5176\u4e2d\uff0c\u4f7f\u7528\u5207\u7247\u7684\u65b9\u6cd5\u6700\u4e3a\u7b80\u6d01\u548c\u9ad8\u6548\u3002\u4f8b\u5982\uff0c\u5047\u8bbe\u6709\u4e00\u4e2a\u5217\u8868\uff0c\u9700\u8981\u5c06\u5176\u5012\u5e8f\u8f93\u51fa\uff0c\u53ef\u4ee5\u4f7f\u7528\u5207\u7247\u7684\u65b9\u6cd5\u6765\u5b9e\u73b0\uff1a<code>reversed_list = original_list[::-1]<\/code>\u3002\u5207\u7247\u64cd\u4f5c\u7b26<code>[::-1]<\/code>\u8868\u793a\u4ece\u5217\u8868\u7684\u672b\u5c3e\u5f00\u59cb\u5230\u5f00\u5934\uff0c\u4ee5-1\u4e3a\u6b65\u957f\u8fdb\u884c\u8f93\u51fa\u3002\u5207\u7247\u4e0d\u4ec5\u53ef\u4ee5\u7528\u4e8e\u5217\u8868\uff0c\u8fd8\u53ef\u4ee5\u7528\u4e8e\u5b57\u7b26\u4e32\u3001\u5143\u7ec4\u7b49\u6570\u636e\u7c7b\u578b\u3002\u4e0b\u9762\u5c06\u8be6\u7ec6\u4ecb\u7ecd\u8fd9\u4e9b\u65b9\u6cd5\u3002<\/p>\n<\/p>\n<p><h3>\u4e00\u3001\u4f7f\u7528\u5207\u7247\u64cd\u4f5c<\/h3>\n<\/p>\n<p><p>\u5207\u7247\u64cd\u4f5c\u662f\u4e00\u79cd\u975e\u5e38\u7b80\u6d01\u548c\u9ad8\u6548\u7684\u65b9\u6cd5\uff0c\u53ef\u4ee5\u7528\u6765\u5012\u5e8f\u8f93\u51fa\u5b57\u7b26\u4e32\u3001\u5217\u8868\u548c\u5143\u7ec4\u3002<\/p>\n<\/p>\n<p><h4>1.1 \u5217\u8868<\/h4>\n<\/p>\n<p><p>\u5047\u8bbe\u6709\u4e00\u4e2a\u5217\u8868<code>original_list<\/code>\uff0c\u53ef\u4ee5\u4f7f\u7528\u5207\u7247\u64cd\u4f5c\u8fdb\u884c\u5012\u5e8f\u8f93\u51fa\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">original_list = [1, 2, 3, 4, 5]<\/p>\n<p>reversed_list = original_list[::-1]<\/p>\n<p>print(reversed_list)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u8f93\u51fa\u7ed3\u679c\u4e3a\uff1a<\/p>\n<\/p>\n<p><pre><code>[5, 4, 3, 2, 1]<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h4>1.2 \u5b57\u7b26\u4e32<\/h4>\n<\/p>\n<p><p>\u5bf9\u4e8e\u5b57\u7b26\u4e32\uff0c\u540c\u6837\u53ef\u4ee5\u4f7f\u7528\u5207\u7247\u64cd\u4f5c\u8fdb\u884c\u5012\u5e8f\u8f93\u51fa\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">original_string = &quot;hello&quot;<\/p>\n<p>reversed_string = original_string[::-1]<\/p>\n<p>print(reversed_string)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u8f93\u51fa\u7ed3\u679c\u4e3a\uff1a<\/p>\n<\/p>\n<p><pre><code>olleh<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h4>1.3 \u5143\u7ec4<\/h4>\n<\/p>\n<p><p>\u5143\u7ec4\u7684\u5012\u5e8f\u8f93\u51fa\u4e5f\u53ef\u4ee5\u4f7f\u7528\u5207\u7247\u64cd\u4f5c\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">original_tuple = (1, 2, 3, 4, 5)<\/p>\n<p>reversed_tuple = original_tuple[::-1]<\/p>\n<p>print(reversed_tuple)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u8f93\u51fa\u7ed3\u679c\u4e3a\uff1a<\/p>\n<\/p>\n<p><pre><code>(5, 4, 3, 2, 1)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h3>\u4e8c\u3001\u4f7f\u7528reversed()\u51fd\u6570<\/h3>\n<\/p>\n<p><p><code>reversed()<\/code>\u51fd\u6570\u662fPython\u5185\u7f6e\u7684\u4e00\u4e2a\u51fd\u6570\uff0c\u53ef\u4ee5\u8fd4\u56de\u4e00\u4e2a\u8fed\u4ee3\u5668\uff0c\u8be5\u8fed\u4ee3\u5668\u53ef\u4ee5\u7528\u4e8e\u904d\u5386\u539f\u5e8f\u5217\u7684\u5012\u5e8f\u3002<\/p>\n<\/p>\n<p><h4>2.1 \u5217\u8868<\/h4>\n<\/p>\n<p><pre><code class=\"language-python\">original_list = [1, 2, 3, 4, 5]<\/p>\n<p>reversed_iterator = reversed(original_list)<\/p>\n<p>reversed_list = list(reversed_iterator)<\/p>\n<p>print(reversed_list)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u8f93\u51fa\u7ed3\u679c\u4e3a\uff1a<\/p>\n<\/p>\n<p><pre><code>[5, 4, 3, 2, 1]<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h4>2.2 \u5b57\u7b26\u4e32<\/h4>\n<\/p>\n<p><p>\u5bf9\u4e8e\u5b57\u7b26\u4e32\uff0c\u53ef\u4ee5\u901a\u8fc7\u5c06<code>reversed()<\/code>\u51fd\u6570\u8fd4\u56de\u7684\u8fed\u4ee3\u5668\u8f6c\u5316\u4e3a\u5b57\u7b26\u4e32\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">original_string = &quot;hello&quot;<\/p>\n<p>reversed_string = &#39;&#39;.join(reversed(original_string))<\/p>\n<p>print(reversed_string)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u8f93\u51fa\u7ed3\u679c\u4e3a\uff1a<\/p>\n<\/p>\n<p><pre><code>olleh<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h4>2.3 \u5143\u7ec4<\/h4>\n<\/p>\n<p><p>\u5143\u7ec4\u7684\u5012\u5e8f\u8f93\u51fa\u4e5f\u53ef\u4ee5\u901a\u8fc7<code>reversed()<\/code>\u51fd\u6570\u5b9e\u73b0\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">original_tuple = (1, 2, 3, 4, 5)<\/p>\n<p>reversed_iterator = reversed(original_tuple)<\/p>\n<p>reversed_tuple = tuple(reversed_iterator)<\/p>\n<p>print(reversed_tuple)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u8f93\u51fa\u7ed3\u679c\u4e3a\uff1a<\/p>\n<\/p>\n<p><pre><code>(5, 4, 3, 2, 1)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h3>\u4e09\u3001\u4f7f\u7528sorted()\u51fd\u6570\u7684reverse\u53c2\u6570<\/h3>\n<\/p>\n<p><p><code>sorted()<\/code>\u51fd\u6570\u53ef\u4ee5\u5bf9\u5e8f\u5217\u8fdb\u884c\u6392\u5e8f\uff0c\u5e76\u4e14\u53ef\u4ee5\u901a\u8fc7\u8bbe\u7f6e<code>reverse=True<\/code>\u53c2\u6570\u6765\u5b9e\u73b0\u5012\u5e8f\u8f93\u51fa\u3002<\/p>\n<\/p>\n<p><h4>3.1 \u5217\u8868<\/h4>\n<\/p>\n<p><pre><code class=\"language-python\">original_list = [1, 2, 3, 4, 5]<\/p>\n<p>sorted_list = sorted(original_list, reverse=True)<\/p>\n<p>print(sorted_list)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u8f93\u51fa\u7ed3\u679c\u4e3a\uff1a<\/p>\n<\/p>\n<p><pre><code>[5, 4, 3, 2, 1]<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h4>3.2 \u5b57\u7b26\u4e32<\/h4>\n<\/p>\n<p><p>\u5bf9\u4e8e\u5b57\u7b26\u4e32\uff0c\u53ef\u4ee5\u5148\u5c06\u5176\u8f6c\u5316\u4e3a\u5217\u8868\uff0c\u518d\u8fdb\u884c\u6392\u5e8f\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">original_string = &quot;hello&quot;<\/p>\n<p>sorted_string = &#39;&#39;.join(sorted(original_string, reverse=True))<\/p>\n<p>print(sorted_string)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u8f93\u51fa\u7ed3\u679c\u4e3a\uff1a<\/p>\n<\/p>\n<p><pre><code>ollhe<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u9700\u8981\u6ce8\u610f\u7684\u662f\uff0c\u8fd9\u79cd\u65b9\u6cd5\u5e76\u4e0d\u662f\u4e25\u683c\u610f\u4e49\u4e0a\u7684\u5012\u5e8f\u8f93\u51fa\uff0c\u800c\u662f\u5bf9\u5b57\u7b26\u8fdb\u884c\u9006\u5e8f\u6392\u5e8f\u3002<\/p>\n<\/p>\n<p><h3>\u56db\u3001\u4f7f\u7528\u9012\u5f52\u65b9\u6cd5<\/h3>\n<\/p>\n<p><p>\u9012\u5f52\u662f\u4e00\u79cd\u5e38\u89c1\u7684\u7f16\u7a0b\u6280\u5de7\uff0c\u53ef\u4ee5\u7528\u4e8e\u5012\u5e8f\u8f93\u51fa\u5e8f\u5217\u3002<\/p>\n<\/p>\n<p><h4>4.1 \u5217\u8868<\/h4>\n<\/p>\n<p><pre><code class=\"language-python\">def reverse_list(lst):<\/p>\n<p>    if len(lst) == 0:<\/p>\n<p>        return []<\/p>\n<p>    else:<\/p>\n<p>        return [lst[-1]] + reverse_list(lst[:-1])<\/p>\n<p>original_list = [1, 2, 3, 4, 5]<\/p>\n<p>reversed_list = reverse_list(original_list)<\/p>\n<p>print(reversed_list)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u8f93\u51fa\u7ed3\u679c\u4e3a\uff1a<\/p>\n<\/p>\n<p><pre><code>[5, 4, 3, 2, 1]<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h4>4.2 \u5b57\u7b26\u4e32<\/h4>\n<\/p>\n<p><p>\u9012\u5f52\u65b9\u6cd5\u4e5f\u53ef\u4ee5\u7528\u4e8e\u5b57\u7b26\u4e32\u7684\u5012\u5e8f\u8f93\u51fa\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">def reverse_string(s):<\/p>\n<p>    if len(s) == 0:<\/p>\n<p>        return &quot;&quot;<\/p>\n<p>    else:<\/p>\n<p>        return s[-1] + reverse_string(s[:-1])<\/p>\n<p>original_string = &quot;hello&quot;<\/p>\n<p>reversed_string = reverse_string(original_string)<\/p>\n<p>print(reversed_string)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u8f93\u51fa\u7ed3\u679c\u4e3a\uff1a<\/p>\n<\/p>\n<p><pre><code>olleh<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h4>4.3 \u5143\u7ec4<\/h4>\n<\/p>\n<p><p>\u540c\u6837\uff0c\u9012\u5f52\u65b9\u6cd5\u4e5f\u53ef\u4ee5\u7528\u4e8e\u5143\u7ec4\u7684\u5012\u5e8f\u8f93\u51fa\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">def reverse_tuple(tpl):<\/p>\n<p>    if len(tpl) == 0:<\/p>\n<p>        return ()<\/p>\n<p>    else:<\/p>\n<p>        return (tpl[-1],) + reverse_tuple(tpl[:-1])<\/p>\n<p>original_tuple = (1, 2, 3, 4, 5)<\/p>\n<p>reversed_tuple = reverse_tuple(original_tuple)<\/p>\n<p>print(reversed_tuple)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u8f93\u51fa\u7ed3\u679c\u4e3a\uff1a<\/p>\n<\/p>\n<p><pre><code>(5, 4, 3, 2, 1)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h3>\u4e94\u3001\u4f7f\u7528\u6808\u5b9e\u73b0\u5012\u5e8f\u8f93\u51fa<\/h3>\n<\/p>\n<p><p>\u6808\u662f\u4e00\u79cd\u540e\u8fdb\u5148\u51fa\uff08LIFO\uff09\u7684\u6570\u636e\u7ed3\u6784\uff0c\u53ef\u4ee5\u7528\u6765\u5b9e\u73b0\u5012\u5e8f\u8f93\u51fa\u3002<\/p>\n<\/p>\n<p><h4>5.1 \u5217\u8868<\/h4>\n<\/p>\n<p><pre><code class=\"language-python\">original_list = [1, 2, 3, 4, 5]<\/p>\n<p>stack = []<\/p>\n<h2><strong>\u5c06\u5143\u7d20\u538b\u5165\u6808\u4e2d<\/strong><\/h2>\n<p>for item in original_list:<\/p>\n<p>    stack.append(item)<\/p>\n<p>reversed_list = []<\/p>\n<h2><strong>\u4ece\u6808\u4e2d\u5f39\u51fa\u5143\u7d20\uff0c\u5f62\u6210\u5012\u5e8f<\/strong><\/h2>\n<p>while stack:<\/p>\n<p>    reversed_list.append(stack.pop())<\/p>\n<p>print(reversed_list)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u8f93\u51fa\u7ed3\u679c\u4e3a\uff1a<\/p>\n<\/p>\n<p><pre><code>[5, 4, 3, 2, 1]<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h4>5.2 \u5b57\u7b26\u4e32<\/h4>\n<\/p>\n<p><p>\u5bf9\u4e8e\u5b57\u7b26\u4e32\uff0c\u53ef\u4ee5\u5148\u5c06\u5176\u8f6c\u5316\u4e3a\u5217\u8868\uff0c\u7136\u540e\u4f7f\u7528\u6808\u8fdb\u884c\u5012\u5e8f\u8f93\u51fa\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">original_string = &quot;hello&quot;<\/p>\n<p>stack = []<\/p>\n<h2><strong>\u5c06\u5b57\u7b26\u538b\u5165\u6808\u4e2d<\/strong><\/h2>\n<p>for char in original_string:<\/p>\n<p>    stack.append(char)<\/p>\n<p>reversed_string = &quot;&quot;<\/p>\n<h2><strong>\u4ece\u6808\u4e2d\u5f39\u51fa\u5b57\u7b26\uff0c\u5f62\u6210\u5012\u5e8f<\/strong><\/h2>\n<p>while stack:<\/p>\n<p>    reversed_string += stack.pop()<\/p>\n<p>print(reversed_string)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u8f93\u51fa\u7ed3\u679c\u4e3a\uff1a<\/p>\n<\/p>\n<p><pre><code>olleh<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h3>\u516d\u3001\u4f7f\u7528\u53cc\u7aef\u961f\u5217\uff08deque\uff09\u5b9e\u73b0\u5012\u5e8f\u8f93\u51fa<\/h3>\n<\/p>\n<p><p>\u53cc\u7aef\u961f\u5217\uff08deque\uff09\u662fPython <code>collections<\/code>\u6a21\u5757\u4e2d\u7684\u4e00\u79cd\u6570\u636e\u7ed3\u6784\uff0c\u652f\u6301\u5728\u4e24\u7aef\u9ad8\u6548\u5730\u6dfb\u52a0\u548c\u5220\u9664\u5143\u7d20\uff0c\u53ef\u4ee5\u7528\u6765\u5b9e\u73b0\u5012\u5e8f\u8f93\u51fa\u3002<\/p>\n<\/p>\n<p><h4>6.1 \u5217\u8868<\/h4>\n<\/p>\n<p><pre><code class=\"language-python\">from collections import deque<\/p>\n<p>original_list = [1, 2, 3, 4, 5]<\/p>\n<p>deque_list = deque(original_list)<\/p>\n<p>reversed_list = []<\/p>\n<h2><strong>\u4ece\u53f3\u7aef\u5f39\u51fa\u5143\u7d20\uff0c\u5f62\u6210\u5012\u5e8f<\/strong><\/h2>\n<p>while deque_list:<\/p>\n<p>    reversed_list.append(deque_list.pop())<\/p>\n<p>print(reversed_list)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u8f93\u51fa\u7ed3\u679c\u4e3a\uff1a<\/p>\n<\/p>\n<p><pre><code>[5, 4, 3, 2, 1]<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h4>6.2 \u5b57\u7b26\u4e32<\/h4>\n<\/p>\n<p><p>\u5bf9\u4e8e\u5b57\u7b26\u4e32\uff0c\u53ef\u4ee5\u5148\u5c06\u5176\u8f6c\u5316\u4e3a\u5217\u8868\uff0c\u7136\u540e\u4f7f\u7528\u53cc\u7aef\u961f\u5217\u8fdb\u884c\u5012\u5e8f\u8f93\u51fa\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">from collections import deque<\/p>\n<p>original_string = &quot;hello&quot;<\/p>\n<p>deque_list = deque(original_string)<\/p>\n<p>reversed_string = &quot;&quot;<\/p>\n<h2><strong>\u4ece\u53f3\u7aef\u5f39\u51fa\u5b57\u7b26\uff0c\u5f62\u6210\u5012\u5e8f<\/strong><\/h2>\n<p>while deque_list:<\/p>\n<p>    reversed_string += deque_list.pop()<\/p>\n<p>print(reversed_string)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u8f93\u51fa\u7ed3\u679c\u4e3a\uff1a<\/p>\n<\/p>\n<p><pre><code>olleh<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h3>\u4e03\u3001\u4f7f\u7528for\u5faa\u73af\u5b9e\u73b0\u5012\u5e8f\u8f93\u51fa<\/h3>\n<\/p>\n<p><p>\u53ef\u4ee5\u901a\u8fc7for\u5faa\u73af\u4ece\u5e8f\u5217\u7684\u672b\u5c3e\u5411\u524d\u904d\u5386\uff0c\u5b9e\u73b0\u5012\u5e8f\u8f93\u51fa\u3002<\/p>\n<\/p>\n<p><h4>7.1 \u5217\u8868<\/h4>\n<\/p>\n<p><pre><code class=\"language-python\">original_list = [1, 2, 3, 4, 5]<\/p>\n<p>reversed_list = []<\/p>\n<p>for i in range(len(original_list)-1, -1, -1):<\/p>\n<p>    reversed_list.append(original_list[i])<\/p>\n<p>print(reversed_list)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u8f93\u51fa\u7ed3\u679c\u4e3a\uff1a<\/p>\n<\/p>\n<p><pre><code>[5, 4, 3, 2, 1]<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h4>7.2 \u5b57\u7b26\u4e32<\/h4>\n<\/p>\n<p><p>\u5bf9\u4e8e\u5b57\u7b26\u4e32\uff0c\u53ef\u4ee5\u901a\u8fc7for\u5faa\u73af\u4ece\u672b\u5c3e\u5411\u524d\u904d\u5386\uff0c\u5b9e\u73b0\u5012\u5e8f\u8f93\u51fa\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">original_string = &quot;hello&quot;<\/p>\n<p>reversed_string = &quot;&quot;<\/p>\n<p>for i in range(len(original_string)-1, -1, -1):<\/p>\n<p>    reversed_string += original_string[i]<\/p>\n<p>print(reversed_string)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u8f93\u51fa\u7ed3\u679c\u4e3a\uff1a<\/p>\n<\/p>\n<p><pre><code>olleh<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h3>\u516b\u3001\u4f7f\u7528\u751f\u6210\u5668\u5b9e\u73b0\u5012\u5e8f\u8f93\u51fa<\/h3>\n<\/p>\n<p><p>\u751f\u6210\u5668\u662f\u4e00\u79cd\u7279\u6b8a\u7684\u8fed\u4ee3\u5668\uff0c\u53ef\u4ee5\u7528\u6765\u5b9e\u73b0\u60f0\u6027\u8ba1\u7b97\uff0c\u5728\u9700\u8981\u65f6\u751f\u6210\u5e8f\u5217\u7684\u5143\u7d20\u3002\u53ef\u4ee5\u4f7f\u7528\u751f\u6210\u5668\u5b9e\u73b0\u5012\u5e8f\u8f93\u51fa\u3002<\/p>\n<\/p>\n<p><h4>8.1 \u5217\u8868<\/h4>\n<\/p>\n<p><pre><code class=\"language-python\">def reverse_generator(lst):<\/p>\n<p>    for i in range(len(lst)-1, -1, -1):<\/p>\n<p>        yield lst[i]<\/p>\n<p>original_list = [1, 2, 3, 4, 5]<\/p>\n<p>reversed_list = list(reverse_generator(original_list))<\/p>\n<p>print(reversed_list)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u8f93\u51fa\u7ed3\u679c\u4e3a\uff1a<\/p>\n<\/p>\n<p><pre><code>[5, 4, 3, 2, 1]<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h4>8.2 \u5b57\u7b26\u4e32<\/h4>\n<\/p>\n<p><p>\u5bf9\u4e8e\u5b57\u7b26\u4e32\uff0c\u53ef\u4ee5\u4f7f\u7528\u751f\u6210\u5668\u5b9e\u73b0\u5012\u5e8f\u8f93\u51fa\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">def reverse_generator(s):<\/p>\n<p>    for i in range(len(s)-1, -1, -1):<\/p>\n<p>        yield s[i]<\/p>\n<p>original_string = &quot;hello&quot;<\/p>\n<p>reversed_string = &#39;&#39;.join(reverse_generator(original_string))<\/p>\n<p>print(reversed_string)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u8f93\u51fa\u7ed3\u679c\u4e3a\uff1a<\/p>\n<\/p>\n<p><pre><code>olleh<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h3>\u4e5d\u3001\u4f7f\u7528numpy\u5e93\u5b9e\u73b0\u5012\u5e8f\u8f93\u51fa<\/h3>\n<\/p>\n<p><p><code>numpy<\/code>\u5e93\u662fPython\u4e2d\u8fdb\u884c\u79d1\u5b66\u8ba1\u7b97\u7684\u4e00\u4e2a\u91cd\u8981\u5e93\uff0c\u53ef\u4ee5\u7528\u4e8e\u6570\u7ec4\u7684\u5012\u5e8f\u8f93\u51fa\u3002<\/p>\n<\/p>\n<p><h4>9.1 \u6570\u7ec4<\/h4>\n<\/p>\n<p><pre><code class=\"language-python\">import numpy as np<\/p>\n<p>original_array = np.array([1, 2, 3, 4, 5])<\/p>\n<p>reversed_array = original_array[::-1]<\/p>\n<p>print(reversed_array)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u8f93\u51fa\u7ed3\u679c\u4e3a\uff1a<\/p>\n<\/p>\n<p><pre><code>[5 4 3 2 1]<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h3>\u5341\u3001\u4f7f\u7528pandas\u5e93\u5b9e\u73b0\u5012\u5e8f\u8f93\u51fa<\/h3>\n<\/p>\n<p><p><code>pandas<\/code>\u5e93\u662fPython\u4e2d\u8fdb\u884c\u6570\u636e\u5206\u6790\u7684\u4e00\u4e2a\u91cd\u8981\u5e93\uff0c\u53ef\u4ee5\u7528\u4e8e<code>Series<\/code>\u548c<code>DataFrame<\/code>\u7684\u5012\u5e8f\u8f93\u51fa\u3002<\/p>\n<\/p>\n<p><h4>10.1 Series<\/h4>\n<\/p>\n<p><pre><code class=\"language-python\">import pandas as pd<\/p>\n<p>original_series = pd.Series([1, 2, 3, 4, 5])<\/p>\n<p>reversed_series = original_series[::-1]<\/p>\n<p>print(reversed_series)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u8f93\u51fa\u7ed3\u679c\u4e3a\uff1a<\/p>\n<\/p>\n<p><pre><code>4    5<\/p>\n<p>3    4<\/p>\n<p>2    3<\/p>\n<p>1    2<\/p>\n<p>0    1<\/p>\n<p>dtype: int64<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h4>10.2 DataFrame<\/h4>\n<\/p>\n<p><p>\u5bf9\u4e8e<code>DataFrame<\/code>\uff0c\u53ef\u4ee5\u901a\u8fc7\u7d22\u5f15\u8fdb\u884c\u5012\u5e8f\u8f93\u51fa\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">original_df = pd.DataFrame({<\/p>\n<p>    &#39;A&#39;: [1, 2, 3, 4, 5],<\/p>\n<p>    &#39;B&#39;: [5, 4, 3, 2, 1]<\/p>\n<p>})<\/p>\n<p>reversed_df = original_df.iloc[::-1]<\/p>\n<p>print(reversed_df)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u8f93\u51fa\u7ed3\u679c\u4e3a\uff1a<\/p>\n<\/p>\n<p><pre><code>   A  B<\/p>\n<p>4  5  1<\/p>\n<p>3  4  2<\/p>\n<p>2  3  3<\/p>\n<p>1  2  4<\/p>\n<p>0  1  5<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u901a\u8fc7\u4ee5\u4e0a\u591a\u79cd\u65b9\u6cd5\uff0c\u53ef\u4ee5\u5728Python\u4e2d\u5b9e\u73b0\u5404\u79cd\u5e8f\u5217\u7684\u5012\u5e8f\u8f93\u51fa\u3002\u6839\u636e\u5177\u4f53\u7684\u5e94\u7528\u573a\u666f\u548c\u6570\u636e\u7ed3\u6784\u9009\u62e9\u5408\u9002\u7684\u65b9\u6cd5\uff0c\u53ef\u4ee5\u63d0\u9ad8\u4ee3\u7801\u7684\u53ef\u8bfb\u6027\u548c\u6267\u884c\u6548\u7387\u3002<\/p>\n<\/p>\n<h2><strong>\u76f8\u5173\u95ee\u7b54FAQs\uff1a<\/strong><\/h2>\n<p> <strong>\u5982\u4f55\u5728Python\u4e2d\u4f7f\u7528\u5207\u7247\u5b9e\u73b0\u5012\u53d9\u8f93\u51fa\uff1f<\/strong><br \/>\u5728Python\u4e2d\uff0c\u53ef\u4ee5\u4f7f\u7528\u5207\u7247\u529f\u80fd\u8f7b\u677e\u5b9e\u73b0\u5b57\u7b26\u4e32\u6216\u5217\u8868\u7684\u5012\u53d9\u8f93\u51fa\u3002\u901a\u8fc7\u4f7f\u7528<code>[::-1]<\/code>\u8fd9\u79cd\u5207\u7247\u8bed\u6cd5\uff0c\u53ef\u4ee5\u5feb\u901f\u83b7\u5f97\u539f\u59cb\u6570\u636e\u7684\u53cd\u8f6c\u3002\u4f8b\u5982\uff0c<code>my_list[::-1]<\/code>\u4f1a\u8fd4\u56de\u4e00\u4e2a\u65b0\u7684\u5217\u8868\uff0c\u5176\u4e2d\u7684\u5143\u7d20\u987a\u5e8f\u4e0e\u539f\u5217\u8868\u76f8\u53cd\u3002\u5bf9\u4e8e\u5b57\u7b26\u4e32\uff0c<code>my_string[::-1]<\/code>\u540c\u6837\u9002\u7528\uff0c\u7ed3\u679c\u5c06\u662f\u5b57\u7b26\u4e32\u7684\u53cd\u5411\u6392\u5217\u3002<\/p>\n<p><strong>\u5728Python\u4e2d\u662f\u5426\u6709\u5185\u7f6e\u51fd\u6570\u53ef\u4ee5\u5012\u53d9\u8f93\u51fa\uff1f<\/strong><br \/>\u662f\u7684\uff0cPython\u63d0\u4f9b\u4e86\u4e00\u4e9b\u5185\u7f6e\u51fd\u6570\uff0c\u5982<code>reversed()<\/code>\uff0c\u53ef\u4ee5\u7528\u4e8e\u5012\u53d9\u8f93\u51fa\u3002\u4f7f\u7528\u8fd9\u4e2a\u51fd\u6570\u53ef\u4ee5\u5c06\u5217\u8868\u3001\u5143\u7ec4\u7b49\u53ef\u8fed\u4ee3\u5bf9\u8c61\u53cd\u8f6c\u3002\u4f8b\u5982\uff0c<code>reversed(my_list)<\/code>\u4f1a\u8fd4\u56de\u4e00\u4e2a\u8fed\u4ee3\u5668\uff0c\u53ef\u4ee5\u901a\u8fc7<code>list()<\/code>\u5c06\u5176\u8f6c\u6362\u4e3a\u5217\u8868\u3002\u6b64\u5916\uff0c\u7ed3\u5408<code>join()<\/code>\u65b9\u6cd5\uff0c\u53ef\u4ee5\u5bf9\u5b57\u7b26\u4e32\u8fdb\u884c\u53cd\u8f6c\u8f93\u51fa\uff0c\u50cf\u8fd9\u6837\uff1a<code>&#39;&#39;.join(reversed(my_string))<\/code>\u3002<\/p>\n<p><strong>\u5982\u4f55\u5728Python\u4e2d\u5012\u53d9\u8f93\u51fa\u5e76\u4fdd\u6301\u6570\u636e\u7c7b\u578b\uff1f<\/strong><br \/>\u5982\u679c\u5e0c\u671b\u5728\u5012\u53d9\u8f93\u51fa\u7684\u540c\u65f6\u4fdd\u6301\u539f\u59cb\u6570\u636e\u7c7b\u578b\uff0c\u53ef\u4ee5\u4f7f\u7528\u5207\u7247\u6216<code>reversed()<\/code>\u51fd\u6570\u3002\u5728\u5904\u7406\u5217\u8868\u65f6\uff0c\u53ef\u4ee5\u76f4\u63a5\u4f7f\u7528\u5207\u7247<code>my_list[::-1]<\/code>\u6765\u83b7\u5f97\u65b0\u7684\u5217\u8868\uff0c\u800c\u4f7f\u7528<code>reversed()<\/code>\u51fd\u6570\u540e\uff0c\u53ef\u4ee5\u7528<code>list(reversed(my_list))<\/code>\u5c06\u7ed3\u679c\u8f6c\u56de\u5217\u8868\u3002\u5982\u679c\u662f\u5b57\u7b26\u4e32\uff0c\u5207\u7247<code>my_string[::-1]<\/code>\u4f1a\u8fd4\u56de\u5b57\u7b26\u4e32\u7c7b\u578b\u7684\u53cd\u5411\u7ed3\u679c\uff0c\u786e\u4fdd\u6570\u636e\u7c7b\u578b\u7684\u4e00\u81f4\u6027\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"\u5728Python\u4e2d\uff0c\u53ef\u4ee5\u4f7f\u7528\u5207\u7247\u3001reversed()\u51fd\u6570\u3001sorted()\u51fd\u6570\u7684reverse\u53c2\u6570\u3001\u9012\u5f52\u7b49\u65b9\u6cd5 [&hellip;]","protected":false},"author":3,"featured_media":1147503,"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\/1147497"}],"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=1147497"}],"version-history":[{"count":"1","href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/1147497\/revisions"}],"predecessor-version":[{"id":1147504,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/1147497\/revisions\/1147504"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/media\/1147503"}],"wp:attachment":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/media?parent=1147497"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/categories?post=1147497"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/tags?post=1147497"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}