{"componentChunkName":"component---src-templates-blog-post-js","path":"/Algorithm/BOJ-1786-Python/","result":{"data":{"site":{"siteMetadata":{"title":"hyesungoh","author":"hyesungoh","siteUrl":"https://www.hyesungoh.xyz","comment":{"disqusShortName":"","utterances":"hyesungoh/blog"},"sponsor":{"buyMeACoffeeId":""}}},"markdownRemark":{"id":"14bc7c4c-54d8-5463-a4ed-4f180d8576ff","excerpt":"문자열 t 안에 문자열 p가 몇개 들어있는 지, 시작하는 인덱스는 어디인 지 출력하는 문제. 단순히 모든 문자열을 비교할 시 가 되어 길이가 길어질 시 기하급수적으로 커지게 된다. 이를 해소하고자 KMP 방식을 공부 및 적용하여 풀었는데, p에 대한 LPS(최장길이 접미사 and 접두사)를 저장하여 문자열 비교간에 LPS를 이용하여 p에 대한 인덱스 값을 수정하여 비교를 줄이는 방식이며 시간복잡도는 이다. 자세한 설명은 주석을 참고.","html":"<p>문자열 t 안에 문자열 p가 몇개 들어있는 지, 시작하는 인덱스는 어디인 지 출력하는 문제. 단순히 모든 문자열을 비교할 시 <code class=\"language-text\">O(len(t)*len(p))</code>가 되어 길이가 길어질 시 기하급수적으로 커지게 된다. 이를 해소하고자 KMP 방식을 공부 및 적용하여 풀었는데, p에 대한 LPS(최장길이 접미사 and 접두사)를 저장하여 문자열 비교간에 LPS를 이용하여 p에 대한 인덱스 값을 수정하여 비교를 줄이는 방식이며 시간복잡도는 <code class=\"language-text\">O(len(t)+len(p))</code>이다. 자세한 설명은 주석을 참고.</p>\n<div class=\"gatsby-highlight\" data-language=\"python\"><pre class=\"language-python\"><code class=\"language-python\"><span class=\"token keyword\">def</span> <span class=\"token function\">KMP</span><span class=\"token punctuation\">(</span>t<span class=\"token punctuation\">,</span> p<span class=\"token punctuation\">)</span><span class=\"token punctuation\">:</span>\n    lt <span class=\"token operator\">=</span> <span class=\"token builtin\">len</span><span class=\"token punctuation\">(</span>t<span class=\"token punctuation\">)</span>\n    lp <span class=\"token operator\">=</span> <span class=\"token builtin\">len</span><span class=\"token punctuation\">(</span>p<span class=\"token punctuation\">)</span>\n    lps <span class=\"token operator\">=</span> <span class=\"token punctuation\">[</span><span class=\"token number\">0</span> <span class=\"token keyword\">for</span> _ <span class=\"token keyword\">in</span> <span class=\"token builtin\">range</span><span class=\"token punctuation\">(</span>lp<span class=\"token punctuation\">)</span><span class=\"token punctuation\">]</span>\n    findLPS<span class=\"token punctuation\">(</span>p<span class=\"token punctuation\">,</span> lps<span class=\"token punctuation\">)</span>\n\n    ans <span class=\"token operator\">=</span> <span class=\"token number\">0</span><span class=\"token punctuation\">;</span> ans_l <span class=\"token operator\">=</span> <span class=\"token punctuation\">[</span><span class=\"token punctuation\">]</span> <span class=\"token comment\"># 일치하는 수와 일치하는 곳의 index를 저장할 변수</span>\n\n    i <span class=\"token operator\">=</span> <span class=\"token number\">0</span> <span class=\"token comment\"># 텍스트와 비교할 변수</span>\n    j <span class=\"token operator\">=</span> <span class=\"token number\">0</span> <span class=\"token comment\"># 패턴과 비교할 변수</span>\n    <span class=\"token keyword\">while</span> i <span class=\"token operator\">&lt;</span> lt<span class=\"token punctuation\">:</span>\n        <span class=\"token keyword\">if</span> t<span class=\"token punctuation\">[</span>i<span class=\"token punctuation\">]</span> <span class=\"token operator\">==</span> p<span class=\"token punctuation\">[</span>j<span class=\"token punctuation\">]</span><span class=\"token punctuation\">:</span>\n            <span class=\"token comment\"># 문자가 같을 시 i와 j 둘 다 상승</span>\n            i <span class=\"token operator\">+=</span> <span class=\"token number\">1</span>\n            j <span class=\"token operator\">+=</span> <span class=\"token number\">1</span>\n        <span class=\"token keyword\">elif</span> t<span class=\"token punctuation\">[</span>i<span class=\"token punctuation\">]</span> <span class=\"token operator\">!=</span> p<span class=\"token punctuation\">[</span>j<span class=\"token punctuation\">]</span><span class=\"token punctuation\">:</span>\n            <span class=\"token comment\"># 같지 않지만</span>\n            <span class=\"token keyword\">if</span> j <span class=\"token operator\">!=</span> <span class=\"token number\">0</span><span class=\"token punctuation\">:</span>\n                <span class=\"token comment\"># 전에 문자가 같았을 시</span>\n                <span class=\"token comment\"># lps를 이용하여 j의 값을 수정 후 재비교</span>\n                j <span class=\"token operator\">=</span> lps<span class=\"token punctuation\">[</span>j<span class=\"token operator\">-</span><span class=\"token number\">1</span><span class=\"token punctuation\">]</span>\n            <span class=\"token keyword\">else</span><span class=\"token punctuation\">:</span>\n                <span class=\"token comment\"># 전에 문자가 같지 않았을 시 index 이동</span>\n                i <span class=\"token operator\">+=</span> <span class=\"token number\">1</span>\n\n        <span class=\"token keyword\">if</span> j <span class=\"token operator\">==</span> lp<span class=\"token punctuation\">:</span> <span class=\"token comment\"># 패턴의 끝까지 동일 시</span>\n            <span class=\"token comment\"># 정답을 위한 변수 수정</span>\n            ans <span class=\"token operator\">+=</span> <span class=\"token number\">1</span>\n            ans_l<span class=\"token punctuation\">.</span>append<span class=\"token punctuation\">(</span>i <span class=\"token operator\">-</span> lp <span class=\"token operator\">+</span> <span class=\"token number\">1</span><span class=\"token punctuation\">)</span>\n            <span class=\"token comment\"># lps를 이용하여 j의 값을 수정 후 재비교</span>\n            j <span class=\"token operator\">=</span> lps<span class=\"token punctuation\">[</span>j<span class=\"token operator\">-</span><span class=\"token number\">1</span><span class=\"token punctuation\">]</span>\n\n    <span class=\"token keyword\">return</span> ans<span class=\"token punctuation\">,</span> ans_l\n\n<span class=\"token keyword\">def</span> <span class=\"token function\">findLPS</span><span class=\"token punctuation\">(</span>p<span class=\"token punctuation\">,</span> lps<span class=\"token punctuation\">)</span><span class=\"token punctuation\">:</span>\n    <span class=\"token comment\"># 패턴을 이용하여 LPS( Longest proper prefix which is suffix, 접두사 이자 접미사의 최장길이 )</span>\n    <span class=\"token comment\"># 를 찾음</span>\n\n    leng <span class=\"token operator\">=</span> <span class=\"token number\">0</span>\n    i <span class=\"token operator\">=</span> <span class=\"token number\">1</span>\n    <span class=\"token keyword\">while</span> i <span class=\"token operator\">&lt;</span> <span class=\"token builtin\">len</span><span class=\"token punctuation\">(</span>p<span class=\"token punctuation\">)</span><span class=\"token punctuation\">:</span>\n        <span class=\"token comment\"># 문자가 같을 시</span>\n        <span class=\"token keyword\">if</span> p<span class=\"token punctuation\">[</span>i<span class=\"token punctuation\">]</span> <span class=\"token operator\">==</span> p<span class=\"token punctuation\">[</span>leng<span class=\"token punctuation\">]</span><span class=\"token punctuation\">:</span>\n            <span class=\"token comment\"># 길이를 늘린 후 lsp 배열에 저장한 후 다음 인덱스로 넘어감</span>\n            leng <span class=\"token operator\">+=</span> <span class=\"token number\">1</span>\n            lps<span class=\"token punctuation\">[</span>i<span class=\"token punctuation\">]</span> <span class=\"token operator\">=</span> leng\n            i <span class=\"token operator\">+=</span> <span class=\"token number\">1</span>\n        <span class=\"token comment\"># 문자가 같지 않을 시</span>\n        <span class=\"token keyword\">else</span><span class=\"token punctuation\">:</span>\n            <span class=\"token keyword\">if</span> leng <span class=\"token operator\">!=</span> <span class=\"token number\">0</span><span class=\"token punctuation\">:</span>\n                <span class=\"token comment\"># 전에 같았으면</span>\n                <span class=\"token comment\"># 해당 길이로 변경 후 재 비교</span>\n                leng <span class=\"token operator\">=</span> lps<span class=\"token punctuation\">[</span>leng<span class=\"token operator\">-</span><span class=\"token number\">1</span><span class=\"token punctuation\">]</span>\n            <span class=\"token keyword\">else</span><span class=\"token punctuation\">:</span>\n                <span class=\"token comment\"># 전에도 같지 않을 시</span>\n                <span class=\"token comment\"># lps의 값을 0으로 저장 후 index 이동</span>\n                lps<span class=\"token punctuation\">[</span>i<span class=\"token punctuation\">]</span> <span class=\"token operator\">=</span> <span class=\"token number\">0</span>\n                i <span class=\"token operator\">+=</span> <span class=\"token number\">1</span>\n\nt <span class=\"token operator\">=</span> <span class=\"token builtin\">input</span><span class=\"token punctuation\">(</span><span class=\"token punctuation\">)</span>\np <span class=\"token operator\">=</span> <span class=\"token builtin\">input</span><span class=\"token punctuation\">(</span><span class=\"token punctuation\">)</span> <span class=\"token comment\"># 찾아야 할 패턴</span>\nans<span class=\"token punctuation\">,</span> ans_l <span class=\"token operator\">=</span> KMP<span class=\"token punctuation\">(</span>t<span class=\"token punctuation\">,</span> p<span class=\"token punctuation\">)</span>\n<span class=\"token keyword\">print</span><span class=\"token punctuation\">(</span>ans<span class=\"token punctuation\">)</span>\n<span class=\"token keyword\">print</span><span class=\"token punctuation\">(</span><span class=\"token operator\">*</span>ans_l<span class=\"token punctuation\">)</span></code></pre></div>","frontmatter":{"title":"BOJ-1786 - Python","date":"November 30, 2020"}}},"pageContext":{"slug":"/Algorithm/BOJ-1786-Python/","previous":{"fields":{"slug":"/Algorithm/BOJ-7575-Python/"},"frontmatter":{"title":"BOJ-7575 - Python","category":"Algorithm","draft":false}},"next":{"fields":{"slug":"/Algorithm/BOJ-1701-Python/"},"frontmatter":{"title":"BOJ-1701 - Python","category":"Algorithm","draft":false}}}},"staticQueryHashes":["3128451518","3290666882"]}