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‎07_哈希表/hashtable/index.html

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<p>具体的实现和代码编写在视频里讲解。这个代码可不太好实现，稍不留神就会有错，我们还是通过编写单元测试验证代码的正确性。</p>
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<h1 id="_4">思考题</h1>
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<ul>
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<li>请你分析下哈希表插入和删除元素的平均时间复杂度是多少？我们都实现代码了，相信这个问题你可以回答上来</li>
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<li>Slot 在二次探查法里为什么不能直接删除？为什么我们要给它定义几个状态？</li>
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</ul>
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<h1 id="_5">延伸阅读</h1>

‎08_字典/__pycache__/dict_adt.cpython-27-PYTEST.pyc

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‎08_字典/dict/index.html

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pass
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</code></pre>
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<p>视频里我们将演示如何实现这些方法，并且写单侧验证正确性。</p>
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<p>视频里我们将演示如何实现这些方法，并且写单测验证正确性。</p>
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<h1 id="hashable">Hashable</h1>
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<p>作为 dict 的 key 必须是可哈希的，也就是说不能是 list 等可变对象。不信你在 ipython 里运行如下代码：</p>
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<pre><code class="py">d = dict()
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</code></pre>
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<p>我引用 python 文档里的说法，大家可以自己理解下：</p>
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<blockquote>
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<p>An object is hashable if it has a hash value which never changes during its lifetime (it needs a <strong>hash</strong>() method), and can be compared to other objects (it needs an <strong>eq</strong>() or <strong>cmp</strong>() method). Hashable objects which compare equal must have the same hash value.</p>
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<p>Hashability makes an object usable as a dictionary key and a set member, because these data structures use the hash value internally.</p>
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<p>All of Python’s immutable built-in objects are hashable, while no mutable containers (such as lists or dictionaries) are. Objects which are instances of user-defined classes are hashable by default; they all compare unequal (except with themselves), and their hash value is derived from their id().</p>
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</blockquote>
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<pre><code>An object is hashable if it has a hash value which never changes during its lifetime (it needs a __hash__() method), and can be compared to other objects (it needs an __eq__() or __cmp__() method). Hashable objects which compare equal must have the same hash value.
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Hashability makes an object usable as a dictionary key and a set member, because these data structures use the hash value internally.
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All of Python’s immutable built-in objects are hashable, while no mutable containers (such as lists or dictionaries) are. Objects which are instances of user-defined classes are hashable by default; they all compare unequal (except with themselves), and their hash value is derived from their id().
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</code></pre>
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<h1 id="_1">思考题：</h1>
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<li>你能在哈希表的基础上实现 dict 的其他操作吗？</li>

‎09_集合/set/index.html

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<div class="section">
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<h1 id="set">集合 set</h1>
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<p>这一章讲集合，实际上它的底层也是哈希表实现的，所以像实现 DictADT 一样，借助 HashTable 实现它也比较简单。</p>
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<p>集合是一种不包含重复元素的数据结构，经常用来判断是否重复这种操作，或者集合中是否存在一个元素。
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这一章讲集合，实际上它的底层也是哈希表实现的，所以像实现 DictADT 一样，借助 HashTable 实现它也比较简单。</p>
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<h1 id="_1">集合操作</h1>
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<p>集合可能最常用的就是去重，判断是否存在一个元素等，但是 set 相比 dict 有更丰富的操作，主要是数学概念上的。
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如果你学过《离散数学》中集合相关的概念，基本上是一致的。 python 的 set 提供了如下基本的集合操作，
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<p>当然其它数学上的操作就麻烦点了，不过也很容易实现。</p>
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<h1 id="_2">思考题</h1>
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<ul>
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<li>集合判断一个元素是否存在的时间复杂度是多少？</li>
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<li>集合的元素 key 需要满足什么概念？可变对象可以吗？</li>
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<li>请你在 SetADT 基础上实现集合的 remove 操作和 pop 操作</li>
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<li>你能尝试实现对称差操作吗？这里我没有实现，留给你作为练习</li>
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<li>你知道如何重载 python 的内置运算符吗？这里我们实现 set 的集合操作就是用到了重载，请阅读相关 python 文档。</li>
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‎index.html

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‎search/search_index.json

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