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leetcode-problemset/leetcode/originData/minimum-cost-to-convert-string-i.json
2023-12-29 14:49:55 +08:00

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{
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"question": {
"questionId": "3235",
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"title": "Minimum Cost to Convert String I",
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"content": "<p>You are given two <strong>0-indexed</strong> strings <code>source</code> and <code>target</code>, both of length <code>n</code> and consisting of <strong>lowercase</strong> English letters. You are also given two <strong>0-indexed</strong> character arrays <code>original</code> and <code>changed</code>, and an integer array <code>cost</code>, where <code>cost[i]</code> represents the cost of changing the character <code>original[i]</code> to the character <code>changed[i]</code>.</p>\n\n<p>You start with the string <code>source</code>. In one operation, you can pick a character <code>x</code> from the string and change it to the character <code>y</code> at a cost of <code>z</code> <strong>if</strong> there exists <strong>any</strong> index <code>j</code> such that <code>cost[j] == z</code>, <code>original[j] == x</code>, and <code>changed[j] == y</code>.</p>\n\n<p>Return <em>the <strong>minimum</strong> cost to convert the string </em><code>source</code><em> to the string </em><code>target</code><em> using <strong>any</strong> number of operations. If it is impossible to convert</em> <code>source</code> <em>to</em> <code>target</code>, <em>return</em> <code>-1</code>.</p>\n\n<p><strong>Note</strong> that there may exist indices <code>i</code>, <code>j</code> such that <code>original[j] == original[i]</code> and <code>changed[j] == changed[i]</code>.</p>\n\n<p>&nbsp;</p>\n<p><strong class=\"example\">Example 1:</strong></p>\n\n<pre>\n<strong>Input:</strong> source = &quot;abcd&quot;, target = &quot;acbe&quot;, original = [&quot;a&quot;,&quot;b&quot;,&quot;c&quot;,&quot;c&quot;,&quot;e&quot;,&quot;d&quot;], changed = [&quot;b&quot;,&quot;c&quot;,&quot;b&quot;,&quot;e&quot;,&quot;b&quot;,&quot;e&quot;], cost = [2,5,5,1,2,20]\n<strong>Output:</strong> 28\n<strong>Explanation:</strong> To convert the string &quot;abcd&quot; to string &quot;acbe&quot;:\n- Change value at index 1 from &#39;b&#39; to &#39;c&#39; at a cost of 5.\n- Change value at index 2 from &#39;c&#39; to &#39;e&#39; at a cost of 1.\n- Change value at index 2 from &#39;e&#39; to &#39;b&#39; at a cost of 2.\n- Change value at index 3 from &#39;d&#39; to &#39;e&#39; at a cost of 20.\nThe total cost incurred is 5 + 1 + 2 + 20 = 28.\nIt can be shown that this is the minimum possible cost.\n</pre>\n\n<p><strong class=\"example\">Example 2:</strong></p>\n\n<pre>\n<strong>Input:</strong> source = &quot;aaaa&quot;, target = &quot;bbbb&quot;, original = [&quot;a&quot;,&quot;c&quot;], changed = [&quot;c&quot;,&quot;b&quot;], cost = [1,2]\n<strong>Output:</strong> 12\n<strong>Explanation:</strong> To change the character &#39;a&#39; to &#39;b&#39; change the character &#39;a&#39; to &#39;c&#39; at a cost of 1, followed by changing the character &#39;c&#39; to &#39;b&#39; at a cost of 2, for a total cost of 1 + 2 = 3. To change all occurrences of &#39;a&#39; to &#39;b&#39;, a total cost of 3 * 4 = 12 is incurred.\n</pre>\n\n<p><strong class=\"example\">Example 3:</strong></p>\n\n<pre>\n<strong>Input:</strong> source = &quot;abcd&quot;, target = &quot;abce&quot;, original = [&quot;a&quot;], changed = [&quot;e&quot;], cost = [10000]\n<strong>Output:</strong> -1\n<strong>Explanation:</strong> It is impossible to convert source to target because the value at index 3 cannot be changed from &#39;d&#39; to &#39;e&#39;.\n</pre>\n\n<p>&nbsp;</p>\n<p><strong>Constraints:</strong></p>\n\n<ul>\n\t<li><code>1 &lt;= source.length == target.length &lt;= 10<sup>5</sup></code></li>\n\t<li><code>source</code>, <code>target</code> consist of lowercase English letters.</li>\n\t<li><code>1 &lt;= cost.length == original.length == changed.length &lt;= 2000</code></li>\n\t<li><code>original[i]</code>, <code>changed[i]</code> are lowercase English letters.</li>\n\t<li><code>1 &lt;= cost[i] &lt;= 10<sup>6</sup></code></li>\n\t<li><code>original[i] != changed[i]</code></li>\n</ul>\n",
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"code": "class Solution(object):\n def minimumCost(self, source, target, original, changed, cost):\n \"\"\"\n :type source: str\n :type target: str\n :type original: List[str]\n :type changed: List[str]\n :type cost: List[int]\n :rtype: int\n \"\"\"\n ",
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"code": "impl Solution {\n pub fn minimum_cost(source: String, target: String, original: Vec<char>, changed: Vec<char>, cost: Vec<i32>) -> i64 {\n \n }\n}",
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"Construct a graph with each letter as a node, and construct an edge <code>(a, b)</code> with weight <code>c</code> if we can change from character <code>a</code> to letter <code>b</code> with cost <code>c</code>. (Keep the one with the smallest cost in case there are multiple edges between <code>a</code> and <code>b</code>).",
"Calculate the shortest path for each pair of characters <code>(source[i], target[i])</code>. The sum of cost over all <code>i</code> in the range <code>[0, source.length - 1]</code>. If there is no path between <code>source[i]</code> and <code>target[i]</code>, the answer is <code>-1</code>.",
"Any shortest path algorithms will work since we only have <code>26</code> nodes. Since we only have at most <code>26 * 26</code> pairs, we can save the result to avoid re-calculation.",
"We can also use Floyd Warshall's algorithm to precompute all the results."
],
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