{"id":1112669,"date":"2025-01-08T17:40:41","date_gmt":"2025-01-08T09:40:41","guid":{"rendered":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/1112669.html"},"modified":"2025-01-08T17:40:56","modified_gmt":"2025-01-08T09:40:56","slug":"python%e6%b8%b8%e6%88%8f%e4%b8%ad%e5%a6%82%e4%bd%95%e8%bf%94%e5%9b%9e%e4%b8%8a%e4%b8%80%e6%ad%a5","status":"publish","type":"post","link":"https:\/\/docs.pingcode.com\/ask\/1112669.html","title":{"rendered":"python\u6e38\u620f\u4e2d\u5982\u4f55\u8fd4\u56de\u4e0a\u4e00\u6b65"},"content":{"rendered":"<p style=\"text-align:center;\" ><img decoding=\"async\" src=\"https:\/\/cdn-kb.worktile.com\/kb\/wp-content\/uploads\/2024\/04\/25074546\/3f441409-3019-48b8-a23d-15954905dc2e.webp\" alt=\"python\u6e38\u620f\u4e2d\u5982\u4f55\u8fd4\u56de\u4e0a\u4e00\u6b65\" \/><\/p>\n<p><p> <strong>\u5728Python\u6e38\u620f\u4e2d\u8fd4\u56de\u4e0a\u4e00\u6b65\u7684\u65b9\u6cd5\u5305\u62ec\u4fdd\u5b58\u6e38\u620f\u72b6\u6001\u3001\u4f7f\u7528\u6808\u6570\u636e\u7ed3\u6784\u3001\u64a4\u9500\u64cd\u4f5c\u3001\u5b9e\u73b0\u81ea\u5b9a\u4e49\u64a4\u9500\u903b\u8f91\u3002<\/strong> \u5176\u4e2d\uff0c\u4fdd\u5b58\u6e38\u620f\u72b6\u6001\u662f\u5b9e\u73b0\u8fd9\u4e00\u529f\u80fd\u7684\u5173\u952e\u3002\u4fdd\u5b58\u6e38\u620f\u72b6\u6001\u53ef\u4ee5\u901a\u8fc7\u8bb0\u5f55\u6bcf\u4e00\u6b65\u7684\u6e38\u620f\u72b6\u6001\uff0c\u5728\u9700\u8981\u64a4\u9500\u65f6\u5c06\u6e38\u620f\u6062\u590d\u5230\u4e4b\u524d\u7684\u72b6\u6001\u3002\u8fd9\u79cd\u65b9\u6cd5\u53ef\u4ee5\u4fdd\u8bc1\u6e38\u620f\u7684\u53ef\u73a9\u6027\u548c\u7075\u6d3b\u6027\u3002\u4ee5\u4e0b\u662f\u8be6\u7ec6\u63cf\u8ff0\uff1a<\/p>\n<\/p>\n<p><p><strong>\u4fdd\u5b58\u6e38\u620f\u72b6\u6001\u7684\u65b9\u6cd5<\/strong>\uff1a<\/p>\n<p>\u4fdd\u5b58\u6e38\u620f\u72b6\u6001\u662f\u4e00\u4e2a\u5e38\u89c1\u7684\u505a\u6cd5\uff0c\u53ef\u4ee5\u4f7f\u7528\u591a\u79cd\u6570\u636e\u7ed3\u6784\u6765\u5b9e\u73b0\u3002\u6700\u5e38\u89c1\u7684\u65b9\u6cd5\u662f\u4f7f\u7528\u6808\u6570\u636e\u7ed3\u6784\u6765\u4fdd\u5b58\u6bcf\u4e00\u6b65\u7684\u72b6\u6001\u3002\u6bcf\u5f53\u73a9\u5bb6\u505a\u51fa\u4e00\u4e2a\u64cd\u4f5c\u65f6\uff0c\u5c06\u5f53\u524d\u6e38\u620f\u72b6\u6001\u4fdd\u5b58\u5230\u6808\u4e2d\u3002\u5f53\u73a9\u5bb6\u9009\u62e9\u64a4\u9500\u65f6\uff0c\u4ece\u6808\u4e2d\u5f39\u51fa\u6700\u8fd1\u7684\u72b6\u6001\u5e76\u6062\u590d\u3002\u8fd9\u79cd\u65b9\u6cd5\u7b80\u5355\u4e14\u9ad8\u6548\u3002<\/p>\n<\/p>\n<p><h3>\u4e00\u3001\u4fdd\u5b58\u6e38\u620f\u72b6\u6001<\/h3>\n<\/p>\n<p><p>\u4fdd\u5b58\u6e38\u620f\u72b6\u6001\u662f\u5b9e\u73b0\u64a4\u9500\u64cd\u4f5c\u7684\u6838\u5fc3\u6b65\u9aa4\u3002\u901a\u8fc7\u5728\u6bcf\u6b21\u73a9\u5bb6\u52a8\u4f5c\u540e\u5c06\u6e38\u620f\u7684\u5f53\u524d\u72b6\u6001\u4fdd\u5b58\u4e0b\u6765\uff0c\u53ef\u4ee5\u5728\u9700\u8981\u64a4\u9500\u65f6\u6062\u590d\u5230\u4e4b\u524d\u7684\u72b6\u6001\u3002\u4ee5\u4e0b\u662f\u51e0\u79cd\u4fdd\u5b58\u6e38\u620f\u72b6\u6001\u7684\u65b9\u6cd5\uff1a<\/p>\n<\/p>\n<p><h4>1\u3001\u4f7f\u7528\u6808\u6570\u636e\u7ed3\u6784<\/h4>\n<\/p>\n<p><p>\u6808\u662f\u4e00\u79cd\u540e\u8fdb\u5148\u51fa\u7684\u6570\u636e\u7ed3\u6784\uff0c\u975e\u5e38\u9002\u5408\u4fdd\u5b58\u6bcf\u4e00\u6b65\u7684\u6e38\u620f\u72b6\u6001\u3002\u5f53\u73a9\u5bb6\u505a\u51fa\u4e00\u4e2a\u64cd\u4f5c\u65f6\uff0c\u5c06\u5f53\u524d\u6e38\u620f\u72b6\u6001\u4fdd\u5b58\u5230\u6808\u4e2d\u3002\u5f53\u73a9\u5bb6\u9009\u62e9\u64a4\u9500\u65f6\uff0c\u4ece\u6808\u4e2d\u5f39\u51fa\u6700\u8fd1\u7684\u72b6\u6001\u5e76\u6062\u590d\u3002\u4ee5\u4e0b\u662f\u4e00\u4e2a\u793a\u4f8b\u4ee3\u7801\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">class Game:<\/p>\n<p>    def __init__(self):<\/p>\n<p>        self.state = None  # \u5f53\u524d\u6e38\u620f\u72b6\u6001<\/p>\n<p>        self.history = []  # \u4fdd\u5b58\u6e38\u620f\u72b6\u6001\u7684\u6808<\/p>\n<p>    def save_state(self):<\/p>\n<p>        self.history.append(self.state.copy())<\/p>\n<p>    def undo(self):<\/p>\n<p>        if self.history:<\/p>\n<p>            self.state = self.history.pop()<\/p>\n<p>        else:<\/p>\n<p>            print(&quot;\u65e0\u6cd5\u64a4\u9500&quot;)<\/p>\n<p>    def make_move(self, move):<\/p>\n<p>        self.save_state()<\/p>\n<p>        # \u8fdb\u884c\u6e38\u620f\u64cd\u4f5c<\/p>\n<p>        self.state = move<\/p>\n<h2><strong>\u793a\u4f8b\u7528\u6cd5<\/strong><\/h2>\n<p>game = Game()<\/p>\n<p>game.make_move(&quot;\u72b6\u60011&quot;)<\/p>\n<p>game.make_move(&quot;\u72b6\u60012&quot;)<\/p>\n<p>print(game.state)  # \u8f93\u51fa: \u72b6\u60012<\/p>\n<p>game.undo()<\/p>\n<p>print(game.state)  # \u8f93\u51fa: \u72b6\u60011<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h4>2\u3001\u4f7f\u7528\u6df1\u62f7\u8d1d<\/h4>\n<\/p>\n<p><p>\u5728\u4fdd\u5b58\u6e38\u620f\u72b6\u6001\u65f6\uff0c\u786e\u4fdd\u4fdd\u5b58\u7684\u662f\u6e38\u620f\u72b6\u6001\u7684\u6df1\u62f7\u8d1d\uff0c\u800c\u4e0d\u4ec5\u4ec5\u662f\u5f15\u7528\u3002\u8fd9\u53ef\u4ee5\u9632\u6b62\u5728\u64cd\u4f5c\u8fc7\u7a0b\u4e2d\u4fee\u6539\u539f\u59cb\u72b6\u6001\u3002Python \u63d0\u4f9b\u4e86 <code>copy<\/code> \u6a21\u5757\uff0c\u53ef\u4ee5\u4f7f\u7528 <code>deepcopy<\/code> \u65b9\u6cd5\u6765\u5b9e\u73b0\u6df1\u62f7\u8d1d\u3002<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">import copy<\/p>\n<p>class Game:<\/p>\n<p>    def __init__(self):<\/p>\n<p>        self.state = None<\/p>\n<p>        self.history = []<\/p>\n<p>    def save_state(self):<\/p>\n<p>        self.history.append(copy.deepcopy(self.state))<\/p>\n<p>    def undo(self):<\/p>\n<p>        if self.history:<\/p>\n<p>            self.state = self.history.pop()<\/p>\n<p>        else:<\/p>\n<p>            print(&quot;\u65e0\u6cd5\u64a4\u9500&quot;)<\/p>\n<p>    def make_move(self, move):<\/p>\n<p>        self.save_state()<\/p>\n<p>        self.state = move<\/p>\n<h2><strong>\u793a\u4f8b\u7528\u6cd5<\/strong><\/h2>\n<p>game = Game()<\/p>\n<p>game.make_move({&quot;\u4f4d\u7f6e&quot;: 1, &quot;\u5206\u6570&quot;: 10})<\/p>\n<p>game.make_move({&quot;\u4f4d\u7f6e&quot;: 2, &quot;\u5206\u6570&quot;: 20})<\/p>\n<p>print(game.state)  # \u8f93\u51fa: {&#39;\u4f4d\u7f6e&#39;: 2, &#39;\u5206\u6570&#39;: 20}<\/p>\n<p>game.undo()<\/p>\n<p>print(game.state)  # \u8f93\u51fa: {&#39;\u4f4d\u7f6e&#39;: 1, &#39;\u5206\u6570&#39;: 10}<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h3>\u4e8c\u3001\u64a4\u9500\u64cd\u4f5c<\/h3>\n<\/p>\n<p><p>\u64a4\u9500\u64cd\u4f5c\u662f\u5c06\u6e38\u620f\u6062\u590d\u5230\u4e4b\u524d\u7684\u72b6\u6001\u3002\u901a\u8fc7\u4ece\u4fdd\u5b58\u7684\u72b6\u6001\u6808\u4e2d\u5f39\u51fa\u6700\u8fd1\u7684\u72b6\u6001\u5e76\u6062\u590d\uff0c\u53ef\u4ee5\u5b9e\u73b0\u64a4\u9500\u529f\u80fd\u3002<\/p>\n<\/p>\n<p><h4>1\u3001\u5b9e\u73b0\u64a4\u9500\u64cd\u4f5c<\/h4>\n<\/p>\n<p><p>\u5728\u4fdd\u5b58\u6bcf\u4e00\u6b65\u7684\u6e38\u620f\u72b6\u6001\u540e\uff0c\u53ef\u4ee5\u901a\u8fc7\u5f39\u51fa\u6808\u9876\u7684\u72b6\u6001\u5e76\u6062\u590d\u6765\u5b9e\u73b0\u64a4\u9500\u64cd\u4f5c\u3002\u4ee5\u4e0b\u662f\u4e00\u4e2a\u793a\u4f8b\u4ee3\u7801\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">class Game:<\/p>\n<p>    def __init__(self):<\/p>\n<p>        self.state = None<\/p>\n<p>        self.history = []<\/p>\n<p>    def save_state(self):<\/p>\n<p>        self.history.append(copy.deepcopy(self.state))<\/p>\n<p>    def undo(self):<\/p>\n<p>        if self.history:<\/p>\n<p>            self.state = self.history.pop()<\/p>\n<p>        else:<\/p>\n<p>            print(&quot;\u65e0\u6cd5\u64a4\u9500&quot;)<\/p>\n<p>    def make_move(self, move):<\/p>\n<p>        self.save_state()<\/p>\n<p>        self.state = move<\/p>\n<h2><strong>\u793a\u4f8b\u7528\u6cd5<\/strong><\/h2>\n<p>game = Game()<\/p>\n<p>game.make_move({&quot;\u4f4d\u7f6e&quot;: 1, &quot;\u5206\u6570&quot;: 10})<\/p>\n<p>game.make_move({&quot;\u4f4d\u7f6e&quot;: 2, &quot;\u5206\u6570&quot;: 20})<\/p>\n<p>print(game.state)  # \u8f93\u51fa: {&#39;\u4f4d\u7f6e&#39;: 2, &#39;\u5206\u6570&#39;: 20}<\/p>\n<p>game.undo()<\/p>\n<p>print(game.state)  # \u8f93\u51fa: {&#39;\u4f4d\u7f6e&#39;: 1, &#39;\u5206\u6570&#39;: 10}<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h4>2\u3001\u9650\u5236\u64a4\u9500\u6b21\u6570<\/h4>\n<\/p>\n<p><p>\u5728\u67d0\u4e9b\u6e38\u620f\u4e2d\uff0c\u53ef\u80fd\u9700\u8981\u9650\u5236\u73a9\u5bb6\u7684\u64a4\u9500\u6b21\u6570\u3002\u53ef\u4ee5\u901a\u8fc7\u8bbe\u7f6e\u4e00\u4e2a\u8ba1\u6570\u5668\u6765\u5b9e\u73b0\u8fd9\u4e00\u529f\u80fd\u3002<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">class Game:<\/p>\n<p>    def __init__(self, max_undos):<\/p>\n<p>        self.state = None<\/p>\n<p>        self.history = []<\/p>\n<p>        self.max_undos = max_undos<\/p>\n<p>        self.undo_count = 0<\/p>\n<p>    def save_state(self):<\/p>\n<p>        self.history.append(copy.deepcopy(self.state))<\/p>\n<p>    def undo(self):<\/p>\n<p>        if self.undo_count &lt; self.max_undos and self.history:<\/p>\n<p>            self.state = self.history.pop()<\/p>\n<p>            self.undo_count += 1<\/p>\n<p>        else:<\/p>\n<p>            print(&quot;\u65e0\u6cd5\u64a4\u9500&quot;)<\/p>\n<p>    def make_move(self, move):<\/p>\n<p>        self.save_state()<\/p>\n<p>        self.state = move<\/p>\n<h2><strong>\u793a\u4f8b\u7528\u6cd5<\/strong><\/h2>\n<p>game = Game(max_undos=3)<\/p>\n<p>game.make_move({&quot;\u4f4d\u7f6e&quot;: 1, &quot;\u5206\u6570&quot;: 10})<\/p>\n<p>game.make_move({&quot;\u4f4d\u7f6e&quot;: 2, &quot;\u5206\u6570&quot;: 20})<\/p>\n<p>game.undo()<\/p>\n<p>game.undo()<\/p>\n<p>game.undo()  # \u8f93\u51fa: \u65e0\u6cd5\u64a4\u9500<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h3>\u4e09\u3001\u81ea\u5b9a\u4e49\u64a4\u9500\u903b\u8f91<\/h3>\n<\/p>\n<p><p>\u5728\u67d0\u4e9b\u590d\u6742\u7684\u6e38\u620f\u4e2d\uff0c\u53ef\u80fd\u9700\u8981\u5b9e\u73b0\u81ea\u5b9a\u4e49\u7684\u64a4\u9500\u903b\u8f91\u3002\u53ef\u4ee5\u6839\u636e\u6e38\u620f\u7684\u5177\u4f53\u9700\u6c42\u6765\u5b9e\u73b0\u64a4\u9500\u64cd\u4f5c\u3002<\/p>\n<\/p>\n<p><h4>1\u3001\u4fdd\u5b58\u5173\u952e\u72b6\u6001<\/h4>\n<\/p>\n<p><p>\u5bf9\u4e8e\u590d\u6742\u7684\u6e38\u620f\uff0c\u53ef\u4ee5\u9009\u62e9\u53ea\u4fdd\u5b58\u5173\u952e\u72b6\u6001\uff0c\u800c\u4e0d\u662f\u6bcf\u4e00\u6b65\u7684\u72b6\u6001\u3002\u8fd9\u53ef\u4ee5\u51cf\u5c11\u5185\u5b58\u5360\u7528\u548c\u6027\u80fd\u5f00\u9500\u3002<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">class Game:<\/p>\n<p>    def __init__(self):<\/p>\n<p>        self.state = None<\/p>\n<p>        self.history = []<\/p>\n<p>    def save_state(self):<\/p>\n<p>        self.history.append(copy.deepcopy(self.state))<\/p>\n<p>    def undo(self):<\/p>\n<p>        if self.history:<\/p>\n<p>            self.state = self.history.pop()<\/p>\n<p>        else:<\/p>\n<p>            print(&quot;\u65e0\u6cd5\u64a4\u9500&quot;)<\/p>\n<p>    def make_move(self, move):<\/p>\n<p>        self.save_state()<\/p>\n<p>        self.state = move<\/p>\n<h2><strong>\u793a\u4f8b\u7528\u6cd5<\/strong><\/h2>\n<p>game = Game()<\/p>\n<p>game.make_move({&quot;\u4f4d\u7f6e&quot;: 1, &quot;\u5206\u6570&quot;: 10})<\/p>\n<p>game.make_move({&quot;\u4f4d\u7f6e&quot;: 2, &quot;\u5206\u6570&quot;: 20})<\/p>\n<p>print(game.state)  # \u8f93\u51fa: {&#39;\u4f4d\u7f6e&#39;: 2, &#39;\u5206\u6570&#39;: 20}<\/p>\n<p>game.undo()<\/p>\n<p>print(game.state)  # \u8f93\u51fa: {&#39;\u4f4d\u7f6e&#39;: 1, &#39;\u5206\u6570&#39;: 10}<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h4>2\u3001\u90e8\u5206\u64a4\u9500<\/h4>\n<\/p>\n<p><p>\u5728\u67d0\u4e9b\u6e38\u620f\u4e2d\uff0c\u53ef\u80fd\u9700\u8981\u5b9e\u73b0\u90e8\u5206\u64a4\u9500\u529f\u80fd\uff0c\u5373\u53ea\u64a4\u9500\u67d0\u4e9b\u7279\u5b9a\u7684\u64cd\u4f5c\u3002\u53ef\u4ee5\u901a\u8fc7\u81ea\u5b9a\u4e49\u64a4\u9500\u903b\u8f91\u6765\u5b9e\u73b0\u8fd9\u4e00\u529f\u80fd\u3002<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">class Game:<\/p>\n<p>    def __init__(self):<\/p>\n<p>        self.state = None<\/p>\n<p>        self.history = []<\/p>\n<p>    def save_state(self):<\/p>\n<p>        self.history.append(copy.deepcopy(self.state))<\/p>\n<p>    def undo(self, move_type=None):<\/p>\n<p>        if self.history:<\/p>\n<p>            while self.history:<\/p>\n<p>                state = self.history.pop()<\/p>\n<p>                if move_type is None or state[&quot;move_type&quot;] == move_type:<\/p>\n<p>                    self.state = state<\/p>\n<p>                    break<\/p>\n<p>        else:<\/p>\n<p>            print(&quot;\u65e0\u6cd5\u64a4\u9500&quot;)<\/p>\n<p>    def make_move(self, move):<\/p>\n<p>        self.save_state()<\/p>\n<p>        self.state = move<\/p>\n<h2><strong>\u793a\u4f8b\u7528\u6cd5<\/strong><\/h2>\n<p>game = Game()<\/p>\n<p>game.make_move({&quot;\u4f4d\u7f6e&quot;: 1, &quot;\u5206\u6570&quot;: 10, &quot;move_type&quot;: &quot;\u666e\u901a&quot;})<\/p>\n<p>game.make_move({&quot;\u4f4d\u7f6e&quot;: 2, &quot;\u5206\u6570&quot;: 20, &quot;move_type&quot;: &quot;\u7279\u6b8a&quot;})<\/p>\n<p>print(game.state)  # \u8f93\u51fa: {&#39;\u4f4d\u7f6e&#39;: 2, &#39;\u5206\u6570&#39;: 20, &#39;move_type&#39;: &#39;\u7279\u6b8a&#39;}<\/p>\n<p>game.undo(move_type=&quot;\u7279\u6b8a&quot;)<\/p>\n<p>print(game.state)  # \u8f93\u51fa: {&#39;\u4f4d\u7f6e&#39;: 1, &#39;\u5206\u6570&#39;: 10, &#39;move_type&#39;: &#39;\u666e\u901a&#39;}<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h3>\u56db\u3001\u5b9e\u73b0\u590d\u6742\u7684\u64a4\u9500\u903b\u8f91<\/h3>\n<\/p>\n<p><p>\u5728\u67d0\u4e9b\u590d\u6742\u7684\u6e38\u620f\u4e2d\uff0c\u53ef\u80fd\u9700\u8981\u5b9e\u73b0\u66f4\u590d\u6742\u7684\u64a4\u9500\u903b\u8f91\u3002\u4ee5\u4e0b\u662f\u4e00\u4e9b\u5e38\u89c1\u7684\u5b9e\u73b0\u65b9\u6cd5\uff1a<\/p>\n<\/p>\n<p><h4>1\u3001\u53cc\u5411\u6808<\/h4>\n<\/p>\n<p><p>\u4f7f\u7528\u53cc\u5411\u6808\u53ef\u4ee5\u5b9e\u73b0\u66f4\u590d\u6742\u7684\u64a4\u9500\u548c\u91cd\u505a\u64cd\u4f5c\u3002\u4e00\u4e2a\u6808\u4fdd\u5b58\u5df2\u5b8c\u6210\u7684\u64cd\u4f5c\uff0c\u53e6\u4e00\u4e2a\u6808\u4fdd\u5b58\u64a4\u9500\u7684\u64cd\u4f5c\u3002\u5f53\u73a9\u5bb6\u64a4\u9500\u65f6\uff0c\u5c06\u64cd\u4f5c\u4ece\u5df2\u5b8c\u6210\u6808\u79fb\u52a8\u5230\u64a4\u9500\u6808\u3002\u5f53\u73a9\u5bb6\u91cd\u505a\u65f6\uff0c\u5c06\u64cd\u4f5c\u4ece\u64a4\u9500\u6808\u79fb\u52a8\u56de\u5df2\u5b8c\u6210\u6808\u3002<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">class Game:<\/p>\n<p>    def __init__(self):<\/p>\n<p>        self.state = None<\/p>\n<p>        self.history = []<\/p>\n<p>        self.redo_stack = []<\/p>\n<p>    def save_state(self):<\/p>\n<p>        self.history.append(copy.deepcopy(self.state))<\/p>\n<p>        self.redo_stack.clear()  # \u6e05\u7a7a\u91cd\u505a\u6808<\/p>\n<p>    def undo(self):<\/p>\n<p>        if self.history:<\/p>\n<p>            self.redo_stack.append(self.state)<\/p>\n<p>            self.state = self.history.pop()<\/p>\n<p>        else:<\/p>\n<p>            print(&quot;\u65e0\u6cd5\u64a4\u9500&quot;)<\/p>\n<p>    def redo(self):<\/p>\n<p>        if self.redo_stack:<\/p>\n<p>            self.history.append(self.state)<\/p>\n<p>            self.state = self.redo_stack.pop()<\/p>\n<p>        else:<\/p>\n<p>            print(&quot;\u65e0\u6cd5\u91cd\u505a&quot;)<\/p>\n<p>    def make_move(self, move):<\/p>\n<p>        self.save_state()<\/p>\n<p>        self.state = move<\/p>\n<h2><strong>\u793a\u4f8b\u7528\u6cd5<\/strong><\/h2>\n<p>game = Game()<\/p>\n<p>game.make_move({&quot;\u4f4d\u7f6e&quot;: 1, &quot;\u5206\u6570&quot;: 10})<\/p>\n<p>game.make_move({&quot;\u4f4d\u7f6e&quot;: 2, &quot;\u5206\u6570&quot;: 20})<\/p>\n<p>print(game.state)  # \u8f93\u51fa: {&#39;\u4f4d\u7f6e&#39;: 2, &#39;\u5206\u6570&#39;: 20}<\/p>\n<p>game.undo()<\/p>\n<p>print(game.state)  # \u8f93\u51fa: {&#39;\u4f4d\u7f6e&#39;: 1, &#39;\u5206\u6570&#39;: 10}<\/p>\n<p>game.redo()<\/p>\n<p>print(game.state)  # \u8f93\u51fa: {&#39;\u4f4d\u7f6e&#39;: 2, &#39;\u5206\u6570&#39;: 20}<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h4>2\u3001\u590d\u6742\u6e38\u620f\u72b6\u6001\u7ba1\u7406<\/h4>\n<\/p>\n<p><p>\u5bf9\u4e8e\u590d\u6742\u7684\u6e38\u620f\uff0c\u53ef\u80fd\u9700\u8981\u5b9e\u73b0\u66f4\u590d\u6742\u7684\u72b6\u6001\u7ba1\u7406\u3002\u4f8b\u5982\uff0c\u53ef\u4ee5\u4f7f\u7528\u72b6\u6001\u6a21\u5f0f\u6765\u7ba1\u7406\u6e38\u620f\u7684\u4e0d\u540c\u72b6\u6001\uff0c\u5e76\u5b9e\u73b0\u64a4\u9500\u548c\u91cd\u505a\u64cd\u4f5c\u3002<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">class GameState:<\/p>\n<p>    def __init__(self, position, score):<\/p>\n<p>        self.position = position<\/p>\n<p>        self.score = score<\/p>\n<p>class Game:<\/p>\n<p>    def __init__(self):<\/p>\n<p>        self.state = GameState(0, 0)<\/p>\n<p>        self.history = []<\/p>\n<p>        self.redo_stack = []<\/p>\n<p>    def save_state(self):<\/p>\n<p>        self.history.append(copy.deepcopy(self.state))<\/p>\n<p>        self.redo_stack.clear()  # \u6e05\u7a7a\u91cd\u505a\u6808<\/p>\n<p>    def undo(self):<\/p>\n<p>        if self.history:<\/p>\n<p>            self.redo_stack.append(self.state)<\/p>\n<p>            self.state = self.history.pop()<\/p>\n<p>        else:<\/p>\n<p>            print(&quot;\u65e0\u6cd5\u64a4\u9500&quot;)<\/p>\n<p>    def redo(self):<\/p>\n<p>        if self.redo_stack:<\/p>\n<p>            self.history.append(self.state)<\/p>\n<p>            self.state = self.redo_stack.pop()<\/p>\n<p>        else:<\/p>\n<p>            print(&quot;\u65e0\u6cd5\u91cd\u505a&quot;)<\/p>\n<p>    def make_move(self, position, score):<\/p>\n<p>        self.save_state()<\/p>\n<p>        self.state = GameState(position, score)<\/p>\n<h2><strong>\u793a\u4f8b\u7528\u6cd5<\/strong><\/h2>\n<p>game = Game()<\/p>\n<p>game.make_move(1, 10)<\/p>\n<p>game.make_move(2, 20)<\/p>\n<p>print(game.state.position, game.state.score)  # \u8f93\u51fa: 2 20<\/p>\n<p>game.undo()<\/p>\n<p>print(game.state.position, game.state.score)  # \u8f93\u51fa: 1 10<\/p>\n<p>game.redo()<\/p>\n<p>print(game.state.position, game.state.score)  # \u8f93\u51fa: 2 20<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u901a\u8fc7\u4e0a\u8ff0\u65b9\u6cd5\uff0c\u53ef\u4ee5\u5728Python\u6e38\u620f\u4e2d\u5b9e\u73b0\u8fd4\u56de\u4e0a\u4e00\u6b65\u7684\u529f\u80fd\u3002\u6839\u636e\u5177\u4f53\u7684\u6e38\u620f\u9700\u6c42\uff0c\u53ef\u4ee5\u9009\u62e9\u5408\u9002\u7684\u65b9\u6cd5\u6765\u5b9e\u73b0\u64a4\u9500\u64cd\u4f5c\uff0c\u4ece\u800c\u63d0\u9ad8\u6e38\u620f\u7684\u53ef\u73a9\u6027\u548c\u7528\u6237\u4f53\u9a8c\u3002<\/p>\n<\/p>\n<h2><strong>\u76f8\u5173\u95ee\u7b54FAQs\uff1a<\/strong><\/h2>\n<p> <strong>\u5728Python\u6e38\u620f\u4e2d\uff0c\u5982\u4f55\u5b9e\u73b0\u64a4\u56de\u64cd\u4f5c\uff1f<\/strong><br \/>\u5b9e\u73b0\u64a4\u56de\u64cd\u4f5c\u901a\u5e38\u9700\u8981\u7ef4\u62a4\u4e00\u4e2a\u72b6\u6001\u5386\u53f2\u8bb0\u5f55\u3002\u53ef\u4ee5\u4f7f\u7528\u6808\uff08stack\uff09\u7ed3\u6784\u6765\u5b58\u50a8\u6bcf\u4e00\u6b65\u7684\u6e38\u620f\u72b6\u6001\u3002\u5f53\u73a9\u5bb6\u6267\u884c\u67d0\u4e2a\u64cd\u4f5c\u65f6\uff0c\u5c06\u5f53\u524d\u72b6\u6001\u538b\u5165\u6808\u4e2d\uff1b\u5f53\u73a9\u5bb6\u60f3\u8981\u64a4\u56de\u65f6\uff0c\u4ece\u6808\u4e2d\u5f39\u51fa\u6700\u540e\u4e00\u4e2a\u72b6\u6001\u5e76\u6062\u590d\u3002\u786e\u4fdd\u5728\u8bbe\u8ba1\u65f6\u8003\u8651\u5230\u6e38\u620f\u7684\u590d\u6742\u6027\uff0c\u4ee5\u4fbf\u9ad8\u6548\u7ba1\u7406\u72b6\u6001\u3002<\/p>\n<p><strong>\u5728Python\u6e38\u620f\u4e2d\uff0c\u5982\u4f55\u4f7f\u7528\u547d\u4ee4\u6a21\u5f0f\u6765\u5b9e\u73b0\u64a4\u56de\u529f\u80fd\uff1f<\/strong><br \/>\u547d\u4ee4\u6a21\u5f0f\u662f\u4e00\u79cd\u8bbe\u8ba1\u6a21\u5f0f\uff0c\u53ef\u4ee5\u4f7f\u4f60\u5c06\u64cd\u4f5c\u5c01\u88c5\u6210\u5bf9\u8c61\uff0c\u4ece\u800c\u53ef\u4ee5\u8f7b\u677e\u5b9e\u73b0\u64a4\u56de\u548c\u91cd\u505a\u3002\u6bcf\u4e2a\u64cd\u4f5c\u90fd\u9700\u8981\u5b9e\u73b0\u4e00\u4e2a\u63a5\u53e3\uff0c\u5e76\u5728\u6267\u884c\u65f6\u5c06\u8be5\u64cd\u4f5c\u8bb0\u5f55\u5728\u4e00\u4e2a\u5217\u8868\u4e2d\u3002\u901a\u8fc7\u5b9e\u73b0\u64a4\u56de\u548c\u91cd\u505a\u7684\u65b9\u6cd5\uff0c\u7528\u6237\u53ef\u4ee5\u65b9\u4fbf\u5730\u8fd4\u56de\u5230\u4e4b\u524d\u7684\u6e38\u620f\u72b6\u6001\u3002<\/p>\n<p><strong>\u5982\u4f55\u5728Python\u6e38\u620f\u4e2d\u4f18\u5316\u64a4\u56de\u529f\u80fd\u4ee5\u63d0\u5347\u7528\u6237\u4f53\u9a8c\uff1f<\/strong><br \/>\u4f18\u5316\u64a4\u56de\u529f\u80fd\u53ef\u4ee5\u901a\u8fc7\u9650\u5236\u5386\u53f2\u8bb0\u5f55\u7684\u5927\u5c0f\u6765\u5b9e\u73b0\uff0c\u4ee5\u907f\u514d\u5360\u7528\u8fc7\u591a\u5185\u5b58\u3002\u540c\u65f6\uff0c\u53ef\u4ee5\u5728\u7528\u6237\u8fdb\u884c\u4e00\u7cfb\u5217\u64cd\u4f5c\u540e\u63d0\u4f9b\u5feb\u6377\u952e\u6765\u5feb\u901f\u64a4\u56de\uff0c\u63d0\u5347\u64cd\u4f5c\u7684\u6d41\u7545\u5ea6\u3002\u6b64\u5916\uff0c\u8003\u8651\u6dfb\u52a0\u89c6\u89c9\u53cd\u9988\uff0c\u8ba9\u7528\u6237\u6e05\u695a\u5730\u77e5\u9053\u54ea\u4e9b\u64cd\u4f5c\u53ef\u4ee5\u64a4\u56de\uff0c\u8fd9\u6837\u53ef\u4ee5\u589e\u5f3a\u7528\u6237\u7684\u6e38\u620f\u4f53\u9a8c\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"\u5728Python\u6e38\u620f\u4e2d\u8fd4\u56de\u4e0a\u4e00\u6b65\u7684\u65b9\u6cd5\u5305\u62ec\u4fdd\u5b58\u6e38\u620f\u72b6\u6001\u3001\u4f7f\u7528\u6808\u6570\u636e\u7ed3\u6784\u3001\u64a4\u9500\u64cd\u4f5c\u3001\u5b9e\u73b0\u81ea\u5b9a\u4e49\u64a4\u9500\u903b\u8f91\u3002 \u5176\u4e2d\uff0c\u4fdd [&hellip;]","protected":false},"author":3,"featured_media":1112693,"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\/1112669"}],"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=1112669"}],"version-history":[{"count":"1","href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/1112669\/revisions"}],"predecessor-version":[{"id":1112696,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/1112669\/revisions\/1112696"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/media\/1112693"}],"wp:attachment":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/media?parent=1112669"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/categories?post=1112669"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/tags?post=1112669"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}