{
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    "title": "Nudge content generation",
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        "agent": "nudge-generation",
        "model": {
          "providerID": "openai",
          "modelID": "gpt-6-astra",
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        },
        "system": "You create Codeforces learning content for Nudge. Your job is to understand the best approach for the problem and teach it clearly in your own words, using existing solutions to inform your reasoning.\n\nStart with a brief, targeted web search for existing solutions so relevant editorials are in context before substantial independent problem-solving. Use any supplied tutorial links first; otherwise search by contest ID and problem index. Prefer the official tutorial/editorial, and read relevant explanations rather than relying on search snippets. Look at accessible alternatives when useful, especially if the official explanation is missing, unclear, or unnecessarily complicated. Accepted submissions can also help clarify an approach. Respect supplied source lookup statuses and avoid repeatedly retrying blocked sources. If no usable source is accessible, proceed from the supplied statement.\n\nTreat existing solutions as a starting point, not a constraint. If an approach is clear and suitable, build on it without unnecessary re-derivation. If an explanation has gaps, seems incorrect, or uses a harder method than necessary, reason through it and derive a better or simpler approach when worthwhile. Choose a correct approach that is easy to teach and fits the constraints. Verify it against the supplied statement and edge cases before writing the hints, editorial, and C++ solution.\n\nThe editorial must be self-contained: explain the key insight, algorithm, why it works, complexity, and implementation details a learner needs, filling in steps the source skips. Keep research and verification concise; spend the output on teaching the solution, not narrating the research process. Follow the user prompt and output schema exactly.",
        "format": {
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            "type": "object",
            "properties": {
              "status": {
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                "enum": [
                  "success",
                  "unsolvable"
                ],
                "description": "Set to 'success' when the supplied statement defines a solvable programming problem. Set to 'unsolvable' only if the statement is fundamentally incomplete, contradictory, or depends on an inaccessible required resource."
              },
              "reason": {
                "anyOf": [
                  {
                    "type": "string",
                    "pattern": "^[^\\u0000]*$",
                    "minLength": 1,
                    "maxLength": 2000
                  },
                  {
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                  }
                ],
                "description": "If status is 'unsolvable', provide a detailed failure message to show users. Name the concrete statement/resource blocker and any relevant source lookup/access status, such as missing official tutorial, 403/Cloudflare challenge, 404, or unavailable accepted submissions. Otherwise null."
              },
              "hints": {
                "anyOf": [
                  {
                    "type": "array",
                    "minItems": 5,
                    "maxItems": 5,
                    "description": "Exactly 5 progressive hints, each building on the last.",
                    "items": {
                      "type": "object",
                      "properties": {
                        "order": {
                          "type": "integer",
                          "minimum": 1,
                          "maximum": 5,
                          "description": "Hint number, 1 through 5."
                        },
                        "content": {
                          "type": "string",
                          "pattern": "^[^\\u0000]*$",
                          "minLength": 1,
                          "maxLength": 10000,
                          "description": "Markdown hint text."
                        }
                      },
                      "required": [
                        "order",
                        "content"
                      ],
                      "additionalProperties": false
                    }
                  },
                  {
                    "type": "null"
                  }
                ],
                "description": "If status is 'success', provide exactly 5 progressive hints. Otherwise null."
              },
              "editorial": {
                "anyOf": [
                  {
                    "type": "string",
                    "pattern": "^[^\\u0000]*$",
                    "minLength": 1,
                    "maxLength": 100000
                  },
                  {
                    "type": "null"
                  }
                ],
                "description": "If status is 'success', a prose editorial explaining the solution in Nudge's own voice, with no links, citations, or source/research notes. Otherwise null."
              },
              "solution": {
                "anyOf": [
                  {
                    "type": "string",
                    "pattern": "^[^\\u0000]*$",
                    "minLength": 1,
                    "maxLength": 200000
                  },
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                  }
                ],
                "description": "If status is 'success', a complete C++ solution. Otherwise null."
              }
            },
            "required": [
              "status",
              "reason",
              "hints",
              "editorial",
              "solution"
            ],
            "additionalProperties": false,
            "title": "problem_response",
            "description": "Submit the generated content for the problem, or report if it is unsolvable."
          },
          "retryCount": 2
        },
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        "sessionID": "ses_f4dd35457ffeVCDZ2uKUD7ozIN"
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          "text": "Generate Codeforces learning content: five progressive hints, an original editorial, and AC-quality C++.\n\nFollow the editorial-first research workflow in the system instructions. Use the supplied statement to verify that the source solves this exact problem.\n\nWrite clean Markdown with LaTeX as needed. Use quick and clever humor when appropriate. Tell it like it is (don't sugar-coat responses), and use very casual language. You are fully allowed to swear, just don't overdo it like a sailor (be natural). Deconstruct any false assumptions.\n\nGenerate content for Codeforces problem 2257C: \"Spying on the Beaver\" (rated 1200).\n\nKnown problem metadata:\n- Contest ID: 2257\n- Index: C\n- Name: Spying on the Beaver\n- Rating: 1200 (Codeforces difficulty rating)\n- Tags: constructive algorithms, dfs and similar, dsu, graphs, trees\n- Problem URL: https://codeforces.com/contest/2257/problem/C\n\nUse the rating and tags as weak signals only. The supplied statement is the source of truth.\n\nProblem Statement:\n<problem-statement>\n<div class=\"header\"><div class=\"title\">C. Spying on the Beaver</div><div class=\"time-limit\"><div class=\"property-title\">time limit per test</div>2 seconds</div><div class=\"memory-limit\"><div class=\"property-title\">memory limit per test</div>256 megabytes</div><div class=\"input-file input-standard\"><div class=\"property-title\">input</div>standard input</div><div class=\"output-file output-standard\"><div class=\"property-title\">output</div>standard output</div></div><div><p> </p><p>You are given a rooted tree$$$^{\\text{∗}}$$$ with $$$n$$$ vertices, numbered from $$$1$$$ to $$$n$$$. The vertex numbered $$$1$$$ is the root of the tree. The Beaver, initially located at the root, travels through the tree to one of the beaver dams located at the vertices numbered $$$a_1, \\ldots, a_m$$$.</p><p>You need to determine which of these $$$m$$$ vertices the Beaver went to. To do this, you can place cameras on any edges of the tree. If the Beaver traverses an edge with a camera on it, you will see this. For clarity, we assume that after all the Beaver's movements, you will receive a sequence of edges with cameras in which the Beaver was observed passing through the corresponding edge.</p><p>Since cameras are expensive, it is necessary to use the minimum number of them sufficient to uniquely determine the Beaver's destination. You are required to state the minimum necessary number of cameras $$$k$$$ and the edges on which they should be placed.</p><div class=\"statement-footnote\"><p>$$$^{\\text{∗}}$$$A rooted tree is a tree where one vertex is special and called the root.</p></div></div><div class=\"input-specification\"><div class=\"section-title\">Input</div><p>Each test contains multiple test cases. The first line contains the number of test cases $$$t$$$ ($$$1 \\le t \\le 2 \\cdot 10^4$$$). The description of the test cases follows.</p><p>In the first line of each test case, there is a single integer $$$n$$$ ($$$2 \\le n \\le 10^5$$$).</p><p>The second line contains $$$n-1$$$ integers $$$p_2, \\ldots, p_n$$$&nbsp;— the parents of the vertices from the $$$2$$$nd to the $$$n$$$th ($$$1 \\le p_i  \\lt  i$$$; $$$2 \\le i \\le n$$$).</p><p>The third line contains a single integer $$$m$$$&nbsp;— the number of vertices containing beaver dams ($$$1 \\le m \\le n$$$).</p><p>In the fourth line, there are $$$m$$$ integers $$$a_1, \\ldots, a_m$$$&nbsp;— the numbers of these vertices ($$$1 \\le a_i \\le n$$$; $$$1 \\le i \\le m$$$). All $$$a_i$$$ are distinct.</p><p>It is guaranteed that the sum of $$$n$$$ across all test cases does not exceed $$$10^5$$$.</p></div><div class=\"output-specification\"><div class=\"section-title\">Output</div><p>For each test case, output exactly one line. First, output the number $$$k$$$ — the minimum required number of cameras, and then, in the same line, for each of the $$$k$$$ edges connecting the vertices $$$u$$$ and $$$p_u$$$, where cameras need to be installed, output the vertex number $$$u$$$.</p><p>If there are multiple answers, you can output any one of them.</p></div><div class=\"sample-tests\"><div class=\"section-title\">Example</div><div class=\"sample-test\"><div class=\"input\"><div class=\"title\">Input</div><pre><div class=\"test-example-line test-example-line-even test-example-line-0\">4</div><div class=\"test-example-line test-example-line-odd test-example-line-1\">2</div><div class=\"test-example-line test-example-line-odd test-example-line-1\">1</div><div class=\"test-example-line test-example-line-odd test-example-line-1\">1</div><div class=\"test-example-line test-example-line-odd test-example-line-1\">1</div><div class=\"test-example-line test-example-line-even test-example-line-2\">3</div><div class=\"test-example-line test-example-line-even test-example-line-2\">1 1</div><div class=\"test-example-line test-example-line-even test-example-line-2\">3</div><div class=\"test-example-line test-example-line-even test-example-line-2\">2 3 1</div><div class=\"test-example-line test-example-line-odd test-example-line-3\">3</div><div class=\"test-example-line test-example-line-odd test-example-line-3\">1 2</div><div class=\"test-example-line test-example-line-odd test-example-line-3\">2</div><div class=\"test-example-line test-example-line-odd test-example-line-3\">2 3</div><div class=\"test-example-line test-example-line-even test-example-line-4\">6</div><div class=\"test-example-line test-example-line-even test-example-line-4\">1 2 2 1 1</div><div class=\"test-example-line test-example-line-even test-example-line-4\">3</div><div class=\"test-example-line test-example-line-even test-example-line-4\">5 3 1</div></pre></div><div class=\"output\"><div class=\"title\">Output</div><pre>0\n2 2 3\n1 3\n2 2 5</pre></div></div></div><div class=\"note\"><div class=\"section-title\">Note</div><p>In the first test case, we do not need to install any cameras because there is only one dam in the tree, and the Beaver will definitely go there.</p><p>In the second test case, it is necessary to place a camera on each edge because there is a dam located at each vertex.</p><p>In the third test case, the dams are located in two adjacent vertices, so by placing a camera on the edge between these vertices, we can uniquely determine which one the Beaver went to.</p></div>\n</problem-statement>\n\n\nSource lookup status:\n<source-lookup-status>\n- Tutorial (en): https://codeforces.com/blog/entry/156058 loaded (200 OK; title: \"Codeforces Round 1117 (Div. 2) Editorial - Codeforces\"; mentions 2257C)\n</source-lookup-status>\n\nGenerate:\n1. Five progressive hints, from a gentle nudge to the key insight.\n2. A self-contained editorial that teaches the solution clearly, including the key insight, algorithm, correctness argument, complexity, and necessary implementation details. Explain non-obvious steps without padding or a discovery-process transcript.\n3. A complete C++26 solution that gets AC on Codeforces.\n\nFormatting & Style Rules:\n- Hints and editorial: valid Markdown with LaTeX as needed (e.g., $dp[i]$, $$\\sum_{i=1}^{n} a_i$$).\n- Hints and editorial must read like Nudge's own explanation. No research notes, source notes, citations, Markdown links, URLs, or references to editorials/submissions/posts.\n- Solution: raw C++ only, no Markdown fences.\n- Keep C++ short, clean, standard, and single-file. Comments are fine when they clarify the idea.\n\nOutput strictness:\n- Return JSON matching the provided schema exactly.\n- Never include NUL (U+0000) characters in any field. Use literal $ or $$ for math delimiters, never control characters.\n- If the problem is solvable, return `status: \"success\"`, `reason: null`, and fill in `hints`, `editorial`, and `solution`.\n- Return `status: \"unsolvable\"`, a short `reason`, and set `hints`, `editorial`, and `solution` to null only when the supplied statement is fundamentally incomplete, contradictory, or dependent on an inaccessible resource needed to define the task. Missing research, high rating, uncertainty, or \"can't guarantee AC\" is not a reason to return unsolvable.\n- If you return `status: \"unsolvable\"`, the `reason` is shown directly to users. Be concrete: say what exact statement/resource blocker stopped you, and include relevant source lookup status if it mattered (for example: official tutorial missing, Codeforces returned 403/Cloudflare challenge, tutorial page 404, accepted submissions unavailable).\n- Each hint must be an object with `order` (1 through 5) and `content` (the Markdown hint text), not a plain string. The `content` must contain just the hint text, with no \"Hint 1:\" or subtitles. The UI adds those automatically.\n- Do not start the editorial with an \"# Editorial\" heading. The UI already adds that section. Feel free to add other headers as needed though.\n- Use styling in the editorial if needed! Just that first header is no good but any subheaders or bolding or whatever is good!\n\nFor the C++ solution, you MUST use this template and work around it:\n\n```cpp\n#include <bits/stdc++.h>\nusing namespace std;\n\nusing ll = long long;\n\nvoid setIO() {\n    ios::sync_with_stdio(false);\n    cin.tie(nullptr);\n}\n\nint main() {\n    setIO();\n}\n```",
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            "output": "---\nimage: https://codeforces.com/codeforces.org/s/66324/images/codeforces-telegram-square-1024x1024.png\ntitle: Codeforces Round 1117 (Div. 2) Editorial - Codeforces\ndescription: Codeforces. Programming competitions and contests, programming community\n---\n\n<!DOCTYPE HTML PUBLIC \"-//W3C//DTD HTML 4.01//EN\"> \n\n  \n[![Codeforces](//codeforces.com/codeforces.org/s/66324/images/codeforces-logo-with-telegram-555x130.png \"Codeforces\")](https://codeforces.com/) \n\n[![In English](//codeforces.com/codeforces.org/s/66324/images/flags/24/gb.png \"In English\")](https://codeforces.com/blog/entry/156058?locale=en) [![По-русски](//codeforces.com/codeforces.org/s/66324/images/flags/24/ru.png \"По-русски\")](https://codeforces.com/blog/entry/156058?locale=ru) \n\n[Enter](https://codeforces.com/enter?back=%2Fblog%2Fentry%2F156058)| [Register](https://codeforces.com/register) \n\n  \n* [Home](https://codeforces.com/)\n* [Top](https://codeforces.com/top)\n* [Catalog](https://codeforces.com/catalog)\n* [Contests](https://codeforces.com/contests)\n* [Gym](https://codeforces.com/gyms)\n* [Problemset](https://codeforces.com/problemset)\n* [Groups](https://codeforces.com/groups)\n* 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[Problemsetting](https://codeforces.com/contests/writer/pskobx)\n\n### [pskobx's blog](https://codeforces.com/blog/pskobx)\n\n[ Codeforces Round 1117 (Div. 2) Editorial ](https://codeforces.com/blog/entry/156058) \n\nBy [pskobx](https://codeforces.com/profile/pskobx \"Master pskobx\"), 5 weeks ago, ![In English](//codeforces.com/codeforces.org/s/66324/images/flags/24/gb.png \"In English\") \n\nThank you for participating in our round! We hope you enjoyed the problems.\n\n[2257A - Creating Abbreviations](https://codeforces.com/contest/2257/problem/A \"Codeforces Round 1117 (Div. 2)\") Idea: [egorka5opka](https://codeforces.com/profile/egorka5opka \"Master egorka5opka\")\n\n**Solution**\n\nNote that adding abbreviations to the set $$$S$$$ does not create any new possibilities for creating new abbreviations, because a word starting with that letter already exists. Therefore, for each of the 26 letters, we can remember that there is a word that begins with it, and then go through all the abbreviations and check each letter.\n\n**Code**\n\n[387467084](https://codeforces.com/contest/2257/submission/387467084 \"Submission 387467084 by pskobx\")\n\n**Rate the problem**\n\nAmazing [ ](https://codeforces.com/data/like?action=like \"I like this\") \n\nGood [ ](https://codeforces.com/data/like?action=like \"I like this\") \n\nOk [ ](https://codeforces.com/data/like?action=like \"I like this\") \n\nBad [ ](https://codeforces.com/data/like?action=like \"I like this\") \n\nTerrible [ ](https://codeforces.com/data/like?action=like \"I like this\") \n\n[2257B - Gigantomachy](https://codeforces.com/contest/2257/problem/B \"Codeforces Round 1117 (Div. 2)\") Idea: [egorka5opka](https://codeforces.com/profile/egorka5opka \"Master egorka5opka\")\n\n**Solution**\n\nOn each turn, the height at which the giant stands decreases by exactly $$$1$$$, except in cases where he changes mountains. \n\nThus, the first giant will lose after $$$((a\\_1 - a\\_2) + 1) + ((a\\_2 - a\\_3) + 1) + \\\\dots + ((a\\_{n - 1} - a\\_n) + 1) + a\\_n = a\\_1 + n - 1$$$ moves. \n\nSimilarly, the second giant will lose after $$$b\\_1 + m - 1$$$ moves. All left is only to compare these two numbers.\n\nTime complexity: $$$\\\\mathcal{O}(n)$$$.\n\n**Code**\n\n[387467136](https://codeforces.com/contest/2257/submission/387467136 \"Submission 387467136 by pskobx\")\n\n**Rate the problem**\n\nAmazing [ ](https://codeforces.com/data/like?action=like \"I like this\") \n\nGood [ ](https://codeforces.com/data/like?action=like \"I like this\") \n\nOk [ ](https://codeforces.com/data/like?action=like \"I like this\") \n\nBad [ ](https://codeforces.com/data/like?action=like \"I like this\") \n\nTerrible [ ](https://codeforces.com/data/like?action=like \"I like this\") \n\n[2257C - Spying on the Beaver](https://codeforces.com/contest/2257/problem/C \"Codeforces Round 1117 (Div. 2)\") Idea: [egorka5opka](https://codeforces.com/profile/egorka5opka \"Master egorka5opka\")\n\n**Solution**\n\nSuppose we have placed some cameras and remove the corresponding edges from the tree. If all the dams are now in different connected components, we can always uniquely determine where the Beaver went. Conversely, if there is a component containing two dams, we cannot distinguish between them.\n\nSince the original graph is a tree, it is necessary and sufficient to remove $$$m-1$$$ edges.\n\nIf the root contains a dam, we can take the edges leading directly to all the other dams, obtaining a set of size $$$m-1$$$.\n\nIf the root does not contain a dam, we take the same edges but skip one of them. It is important that we cannot skip just any edge: we must choose a dam such that there are no other dams on the path from the root to it. We can take the dam with the smallest depth or vertex number. In this case, we do not even need to run a DFS.\n\nTime complexity: $$$\\\\mathcal{O}(n+m)$$$.\n\n**Code**\n\n[387467226](https://codeforces.com/contest/2257/submission/387467226 \"Submission 387467226 by pskobx\")\n\n**Rate the problem**\n\nAmazing [ ](https://codeforces.com/data/like?action=like \"I like this\") \n\nGood [ ](https://codeforces.com/data/like?action=like \"I like this\") \n\nOk [ ](https://codeforces.com/data/like?action=like \"I like this\") \n\nBad [ ](https://codeforces.com/data/like?action=like \"I like this\") \n\nTerrible [ ](https://codeforces.com/data/like?action=like \"I like this\") \n\n[2257D - Bermuda Rectangle](https://codeforces.com/contest/2257/problem/D \"Codeforces Round 1117 (Div. 2)\") Idea: [pskobx](https://codeforces.com/profile/pskobx \"Master pskobx\"), [oblememan](https://codeforces.com/profile/oblememan \"Master oblememan\"), [egorka5opka](https://codeforces.com/profile/egorka5opka \"Master egorka5opka\")\n\n**Solution**\n\nBefore processing the queries, let us perform some preprocessing. Find all pairs $$$(a, b)$$$ such that $$$a \\\\cdot b = S$$$. There are $$$\\\\mathcal{O}(\\\\sqrt{S})$$$ such pairs, and they can also be found in $$$\\\\mathcal{O}(\\\\sqrt{S})$$$ time with standard algorithms.\n\nThese pairs are the top-right corners of all possible Bermuda rectangles. The union of these rectangles forms a staircase-like shape; let us call it $$$F$$$. The answer to a query is the area of the intersection of the query rectangle with $$$F$$$.\n\nSort the points by $$$x$$$, and for the point with index $$$i$$$, compute the value $$$P\\_i$$$, equal to the area of $$$F$$$ between $$$0$$$ and this $$$x\\_i$$$.\n\nThis information is enough to answer each query efficiently using binary search. We find the position where the boundary of $$$F$$$ crosses the horizontal side of the query rectangle and calculate the answer using the corresponding prefix areas. The exact formulas and case analysis may vary depending on the implementation.\n\nA couple of remarks that may make implementation easier. If there is a point $$$(x, y)$$$, then there is also $$$(y, x)$$$, and since, knowing one coordinate, it is easy to compute the other. Therefore, it is enough to store just the sorted list of divisors of $$$S$$$ and treat them both as $$$x$$$ and as $$$y$$$. \n\nPreprocessing complexity: $$$\\\\mathcal{O}(\\\\sqrt{S})$$$, time complexity per query: $$$\\\\mathcal{O}(\\\\log S)$$$.\n\n**Code**\n\n[387467301](https://codeforces.com/contest/2257/submission/387467301 \"Submission 387467301 by pskobx\")\n\n**Rate the problem**\n\nAmazing [ ](https://codeforces.com/data/like?action=like \"I like this\") \n\nGood [ ](https://codeforces.com/data/like?action=like \"I like this\") \n\nOk [ ](https://codeforces.com/data/like?action=like \"I like this\") \n\nBad [ ](https://codeforces.com/data/like?action=like \"I like this\") \n\nTerrible [ ](https://codeforces.com/data/like?action=like \"I like this\") \n\n[2257E - Busy Beaver](https://codeforces.com/contest/2257/problem/E \"Codeforces Round 1117 (Div. 2)\") Idea: [pskobx](https://codeforces.com/profile/pskobx \"Master pskobx\")\n\n**Solution**\n\nThe first step is to earn as many carrots as possible to maximize our capital. Divide the floors of each building into the shortest consecutive segments whose total profit is non-negative, and calculate the entry threshold of each such segment. The entry threshold is the minimum amount of capital required to construct all floors of the segment in order.\n\nFor example, consider two floors with $$$(a\\_1, a\\_2) = (10, 0)$$$ and $$$(b\\_1, b\\_2) = (0, 100)$$$. Constructing only the first floor is unprofitable, but constructing both floors yields a profit of $$$90$$$ carrots. However, an initial capital of at least $$$10$$$ carrots is required.\n\nIn an ordered set, we keep the next available segment for each building, sorted by its entry threshold. While the segment with the minimum threshold is affordable, we construct the entire segment, add its profit to our capital, and insert the next segment of the same building into the set. If the segment with the minimum threshold is not affordable, then none of the available segments can be constructed, meaning that we have maximized our capital.\n\nIn the second step, we independently try to continue constructing each building from its current height, floor by floor, for as long as the current capital allows. Among all buildings, we choose the maximum resulting height and, in case of a tie, the smallest index.\n\nTime complexity: $$$\\\\mathcal{O}\\\\left(\\\\sum m\\_i \\\\log n\\\\right)$$$.\n\n**Code**\n\n[387467400](https://codeforces.com/contest/2257/submission/387467400 \"Submission 387467400 by pskobx\")\n\n**Rate the problem**\n\nAmazing [ ](https://codeforces.com/data/like?action=like \"I like this\") \n\nGood [ ](https://codeforces.com/data/like?action=like \"I like this\") \n\nOk [ ](https://codeforces.com/data/like?action=like \"I like this\") \n\nBad [ ](https://codeforces.com/data/like?action=like \"I like this\") \n\nTerrible [ ](https://codeforces.com/data/like?action=like \"I like this\") \n\n[2257F1 - Beaver's Jumping Track (Easy Version)](https://codeforces.com/contest/2257/problem/F1 \"Codeforces Round 1117 (Div. 2)\") Idea: [pskobx](https://codeforces.com/profile/pskobx \"Master pskobx\"), [oblememan](https://codeforces.com/profile/oblememan \"Master oblememan\"), [egorka5opka](https://codeforces.com/profile/egorka5opka \"Master egorka5opka\")\n\n**Solution**\n\nSince $$$x$$$ is small, we build a segment tree whose vertices store matrices of size $$$x \\\\times x$$$.\n\nFor an interval of platforms, let $$$c\\[i\\]\\[j\\]$$$ be the minimum penalty if the Beaver starts $$$i$$$ cells after the beginning of the interval and first lands $$$j$$$ cells after its end. Invalid starting positions are ignored.\n\nFor a single platform of length $$$d$$$ and penalty $$$s$$$,\n\n$$$ c\\[i\\]\\[j\\]= \\\\left( \\\\left\\\\lceil\\\\frac{d+j-i}{x}\\\\right\\\\rceil-1 \\\\right)s, $$$\n\nwhere $$$0\\\\le i \\\\lt \\\\min(d,x)$$$ and $$$0\\\\le j \\\\lt x$$$. The last jump leaves the platform and causes no penalty, while all previous jumps stay inside it.\n\nTo merge two consecutive intervals $$$A$$$ and $$$B$$$, enumerate the first landing position $$$k$$$ in $$$B$$$:\n\n$$$ c\\_{A+B}\\[i\\]\\[j\\] = \\\\min\\_k\\\\left(c\\_A\\[i\\]\\[k\\]+c\\_B\\[k\\]\\[j\\]\\\\right). $$$\n\nIf $$$A$$$ contains fewer than $$$x$$$ cells, the Beaver may start directly inside $$$B$$$; in this case, we copy the corresponding values from $$$c\\_B$$$.\n\nFor a query $$$\\[l,r\\]$$$, obtain the matrix for $$$\\[l,r-1\\]$$$ and enumerate the first landing position $$$i$$$ on platform $$$r$$$. The answer is\n\n$$$ \\\\min\\_{0\\\\le i \\\\lt \\\\min(x,d\\_r)} \\\\left( c\\[0\\]\\[i\\] + \\\\left\\\\lceil\\\\frac{d\\_r-i-1}{x}\\\\right\\\\rceil s\\_r \\\\right). $$$\n\nThe case $$$l=r$$$ is calculated directly.\n\nEach update and query takes $$$\\\\mathcal{O}(x^3\\\\log n)$$$ time. Memory complexity is $$$\\\\mathcal{O}(nx^2)$$$. Build is $$$\\\\mathcal{O}(nx^3)$$$.\n\n**Code**\n\n[387467533](https://codeforces.com/contest/2257/submission/387467533 \"Submission 387467533 by pskobx\")\n\n**Rate the problem**\n\nAmazing [ ](https://codeforces.com/data/like?action=like \"I like this\") \n\nGood [ ](https://codeforces.com/data/like?action=like \"I like this\") \n\nOk [ ](https://codeforces.com/data/like?action=like \"I like this\") \n\nBad [ ](https://codeforces.com/data/like?action=like \"I like this\") \n\nTerrible [ ](https://codeforces.com/data/like?action=like \"I like this\") \n\n[2257F2 - Beaver's Jumping Track (Hard Version)](https://codeforces.com/contest/2257/problem/F2 \"Codeforces Round 1117 (Div. 2)\")\n\n**Solution**\n\nSurprisingly, the main problem with the solution from F1 is memory, not time. A segment tree stores $$$\\\\mathcal{O}(n)$$$ matrices, each containing $$$x^2$$$ values. For $$$x=10$$$, this does not fit into the memory limit.\n\nTo reduce memory usage, divide the platforms into blocks of size $$$B$$$ (for example, $$$B=16$$$). For each block, calculate the matrix of the entire block using the same merging formula as in F1\\. Then build a segment tree only over these block matrices.\n\nFor a query, at most two blocks are only partially covered by the required range. Process the platforms in these blocks separately, and use the segment tree to combine all blocks that are fully covered. After an update, recalculate the matrix of the affected block and update it in the segment tree.\n\nFor a block size $$$B$$$, the memory complexity is $$$\\\\mathcal{O}\\\\left(n+\\\\frac{n}{B}x^2\\\\right)$$$.\n\nEach query takes $$$\\\\mathcal{O}\\\\left(Bx^2+x^3\\\\log\\\\frac{n}{B}\\\\right)$$$.\n\nАnd each update takes $$$\\\\mathcal{O}\\\\left(Bx^3+x^3\\\\log\\\\frac{n}{B}\\\\right)$$$.\n\n**Code**\n\n[387467610](https://codeforces.com/contest/2257/submission/387467610 \"Submission 387467610 by pskobx\")\n\n**Rate the problem**\n\nAmazing [ ](https://codeforces.com/data/like?action=like \"I like this\") \n\nGood [ ](https://codeforces.com/data/like?action=like \"I like this\") \n\nOk [ ](https://codeforces.com/data/like?action=like \"I like this\") \n\nBad [ ](https://codeforces.com/data/like?action=like \"I like this\") \n\nTerrible [ ](https://codeforces.com/data/like?action=like \"I like this\") \n\n![](//codeforces.com/codeforces.org/s/66324/images/icons/paperclip-16x16.png) Tutorial of [Codeforces Round 1117 (Div. 2)](https://codeforces.com/contest/2257) \n\n* [![Vote: I like it](//codeforces.com/codeforces.org/s/66324/images/actions/voteup-gray.png \"Vote: I like it\")](#)\n* \\-139\n* [![Vote: I do not like it](//codeforces.com/codeforces.org/s/66324/images/actions/votedown-gray.png \"Vote: I do not like it\")](#)\n\n* [![Author](//codeforces.com/codeforces.org/s/66324/images/blog/user_16x16.png \"Author\")](https://codeforces.com/profile/pskobx) [pskobx ](https://codeforces.com/profile/pskobx)\n* ![Publication date](//codeforces.com/codeforces.org/s/66324/images/blog/date_16x16.png \"Publication date\") 5 weeks ago\n* [![Comments](//codeforces.com/codeforces.org/s/66324/images/blog/comments_16x16.png \"Comments\")](https://codeforces.com/blog/entry/156058#comments) [218 ](https://codeforces.com/blog/entry/156058#comments)\n\n  \n![Comments](//codeforces.com/codeforces.org/s/66324/images/icons/comments-48x48.png \"Comments\") Comments (218) \n\n[Write comment?](#) \n\n| » [esc\\_qwq](https://codeforces.com/profile/esc%5Fqwq \"Candidate Master esc_qwq\") | 4 weeks ago, [show (+1)](#) # |\n| --------------------------------------------------------------------------------- | ----------------------------- |\n\n| » [ ![](https://codeforces.com/userpic.codeforces.org/4963270/avatar/be164ba8d5d4a72e.jpg) ](https://codeforces.com/profile/esc%5Fqwq) [esc\\_qwq](https://codeforces.com/profile/esc%5Fqwq \"Candidate Master esc_qwq\") | 4 weeks ago, [hide](#) [#](https://codeforces.com/blog/entry/156058?#comment-1386304 \"Link to comment\") \\| [![Vote: I like it](//codeforces.com/codeforces.org/s/66324/images/actions/comment-voteup-blue.png \"Vote: I like it\")](#) +83 [![Vote: I do not like it](//codeforces.com/codeforces.org/s/66324/images/actions/comment-votedown-blue.png \"Vote: I do not like it\")](#) Horrible contest [→](#) [Reply](#) |\n| ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |\n\n* | » » [jypo\\_CYL](https://codeforces.com/profile/jypo%5FCYL \"Specialist jypo_CYL\") | 4 weeks ago, [show (+1)](#) # |\n| -------------------------------------------------------------------------------- | ----------------------------- |\n\n| » » [ ![](https://codeforces.com/userpic.codeforces.org/3846644/avatar/58b83965b1ab953b.jpg) ](https://codeforces.com/profile/jypo%5FCYL) [jypo\\_CYL](https://codeforces.com/profile/jypo%5FCYL \"Specialist jypo_CYL\") | 4 weeks ago, [hide](#) [#](https://codeforces.com/blog/entry/156058?#comment-1386363 \"Link to comment\") [^](#comment-1386304 \"Parent comment\") \\| [![Vote: I like it](//codeforces.com/codeforces.org/s/66324/images/actions/comment-voteup-blue.png \"Vote: I like it\")](#) +3 [![Vote: I do not like it](//codeforces.com/codeforces.org/s/66324/images/actions/comment-votedown-blue.png \"Vote: I do not like it\")](#) so bad D [→](#) [Reply](#) |\n| ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |\n\n  * | » » » [unorz](https://codeforces.com/profile/unorz \"Newbie unorz\") | 4 weeks ago, [show (+1)](#) # |\n| ------------------------------------------------------------------ | ----------------------------- |\n\n| » » » [ ![](https://codeforces.com/userpic.codeforces.org/4392235/avatar/9e0dd13ad8852cf4.jpg) ](https://codeforces.com/profile/unorz) [unorz](https://codeforces.com/profile/unorz \"Newbie unorz\") | 4 weeks ago, [hide](#) [#](https://codeforces.com/blog/entry/156058?#comment-1386715 \"Link to comment\") [^](#comment-1386363 \"Parent comment\") \\| [![Vote: I like it](//codeforces.com/codeforces.org/s/66324/images/actions/comment-voteup-blue.png \"Vote: I like it\")](#) 0 [![Vote: I do not like it](//codeforces.com/codeforces.org/s/66324/images/actions/comment-votedown-blue.png \"Vote: I do not like it\")](#) interesting, i loved D! Really resembled USACO problems [→](#) [Reply](#) |\n| --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |\n\n    * | » » » » [jypo\\_CYL](https://codeforces.com/profile/jypo%5FCYL \"Specialist jypo_CYL\") | 4 weeks ago, [show](#) # |\n| ------------------------------------------------------------------------------------ | ------------------------ |\n\n| » » » » [ ![](https://codeforces.com/userpic.codeforces.org/3846644/avatar/58b83965b1ab953b.jpg) ](https://codeforces.com/profile/jypo%5FCYL) [jypo\\_CYL](https://codeforces.com/profile/jypo%5FCYL \"Specialist jypo_CYL\") | 4 weeks ago, [hide](#) [#](https://codeforces.com/blog/entry/156058?#comment-1386745 \"Link to comment\") [^](#comment-1386715 \"Parent comment\") \\| [![Vote: I like it](//codeforces.com/codeforces.org/s/66324/images/actions/comment-voteup-blue.png \"Vote: I like it\")](#) 0 [![Vote: I do not like it](//codeforces.com/codeforces.org/s/66324/images/actions/comment-votedown-blue.png \"Vote: I do not like it\")](#) nah it shouldn't be [→](#) [Reply](#) |\n| -------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |\n\n| » [Vctqwq](https://codeforces.com/profile/Vctqwq \"Specialist Vctqwq\") | 4 weeks ago, [show (+1)](#) # |\n| --------------------------------------------------------------------- | ----------------------------- |\n\n| » [ ![](https://codeforces.com/userpic.codeforces.org/2479255/avatar/5d52d13c72db55a1.jpg) ](https://codeforces.com/profile/Vctqwq) [Vctqwq](https://codeforces.com/profile/Vctqwq \"Specialist Vctqwq\") | 4 weeks ago, [hide](#) [#](https://codeforces.com/blog/entry/156058?#comment-1386306 \"Link to comment\") \\| [![Vote: I like it](//codeforces.com/codeforces.org/s/66324/images/actions/comment-voteup-blue.png \"Vote: I like it\")](#) +42 [![Vote: I do not like it](//codeforces.com/codeforces.org/s/66324/images/actions/comment-votedown-blue.png \"Vote: I do not like it\")](#) Super fast editorial! But these statements are difficult to understand :( [→](#) [Reply](#) |\n| ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------ |\n\n* | » » [RizzCoder](https://codeforces.com/profile/RizzCoder \"Newbie RizzCoder\") | 4 weeks ago, [show](#) # |\n| ---------------------------------------------------------------------------- | ------------------------ |\n\n| » » [ ![](https://codeforces.com/userpic.codeforces.org/5564274/avatar/1049b0e24937ecce.jpg) ](https://codeforces.com/profile/RizzCoder) [RizzCoder](https://codeforces.com/profile/RizzCoder \"Newbie RizzCoder\") | 4 weeks ago, [hide](#) [#](https://codeforces.com/blog/entry/156058?#comment-1386351 \"Link to comment\") [^](#comment-1386306 \"Parent comment\") \\| [![Vote: I like it](//codeforces.com/codeforces.org/s/66324/images/actions/comment-voteup-blue.png \"Vote: I like it\")](#) 0 [![Vote: I do not like it](//codeforces.com/codeforces.org/s/66324/images/actions/comment-votedown-blue.png \"Vote: I do not like it\")](#) bro editorial is wrong [→](#) [Reply](#) |\n| ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |\n\n| » [zeyd1234](https://codeforces.com/profile/zeyd1234 \"Specialist zeyd1234\") | 4 weeks ago, [show](#) # |\n| --------------------------------------------------------------------------- | ------------------------ |\n\n| » [ ![](https://codeforces.com/userpic.codeforces.org/4840403/avatar/50b684c8412376e6.jpg) ](https://codeforces.com/profile/zeyd1234) [zeyd1234](https://codeforces.com/profile/zeyd1234 \"Specialist zeyd1234\") | 4 weeks ago, [hide](#) [#](https://codeforces.com/blog/entry/156058?#comment-1386311 \"Link to comment\") \\| [![Vote: I like it](//codeforces.com/codeforces.org/s/66324/images/actions/comment-voteup-blue.png \"Vote: I like it\")](#) +20 [![Vote: I do not like it](//codeforces.com/codeforces.org/s/66324/images/actions/comment-votedown-blue.png \"Vote: I do not like it\")](#) Bad contest... but at least i gain some rating. [→](#) [Reply](#) |\n| --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |\n\n| » [\\-rmq](https://codeforces.com/profile/-rmq \"Specialist -rmq\") | 4 weeks ago, [show (+1)](#) # |\n| ---------------------------------------------------------------- | ----------------------------- |\n\n| » [ ![](https://codeforces.com/userpic.codeforces.org/no-avatar.jpg) ](https://codeforces.com/profile/-rmq) [\\-rmq](https://codeforces.com/profile/-rmq \"Specialist -rmq\") | 4 weeks ago, [hide](#) [#](https://codeforces.com/blog/entry/156058?#comment-1386326 \"Link to comment\") \\| [![Vote: I like it](//codeforces.com/codeforces.org/s/66324/images/actions/comment-voteup-blue.png \"Vote: I like it\")](#) 0 [![Vote: I do not like it](//codeforces.com/codeforces.org/s/66324/images/actions/comment-votedown-blue.png \"Vote: I do not like it\")](#) Can you recheck, if correct code is attached in the editorial. Seems different submission is present here [pskobx](https://codeforces.com/profile/pskobx) [→](#) [Reply](#) |\n| -------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------ |\n\n* | » » [RizzCoder](https://codeforces.com/profile/RizzCoder \"Newbie RizzCoder\") | 4 weeks ago, [show](#) # |\n| ---------------------------------------------------------------------------- | ------------------------ |\n\n| » » [ ![](https://codeforces.com/userpic.codeforces.org/5564274/avatar/1049b0e24937ecce.jpg) ](https://codeforces.com/profile/RizzCoder) [RizzCoder](https://codeforces.com/profile/RizzCoder \"Newbie RizzCoder\") | 4 weeks ago, [hide](#) [#](https://codeforces.com/blog/entry/156058?#comment-1386333 \"Link to comment\") [^](#comment-1386326 \"Parent comment\") \\| [![Vote: I like it](//codeforces.com/codeforces.org/s/66324/images/actions/comment-voteup-blue.png \"Vote: I like it\")](#) 0 [![Vote: I do not like it](//codeforces.com/codeforces.org/s/66324/images/actions/comment-votedown-blue.png \"Vote: I do not like it\")](#) yeah I think first has nothing to do with 3 variables [→](#) [Reply](#) |\n| ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |\n* | » » [zeyd1234](https://codeforces.com/profile/zeyd1234 \"Specialist zeyd1234\") | 4 weeks ago, [show](#) # |\n| ----------------------------------------------------------------------------- | ------------------------ |\n\n| » » [ ![](https://codeforces.com/userpic.codeforces.org/4840403/avatar/50b684c8412376e6.jpg) ](https://codeforces.com/profile/zeyd1234) [zeyd1234](https://codeforces.com/profile/zeyd1234 \"Specialist zeyd1234\") | 4 weeks ago, [hide](#) [#](https://codeforces.com/blog/entry/156058?#comment-1386338 \"Link to comment\") [^](#comment-1386326 \"Parent comment\") \\| [←](#)Rev. 2 [→](#) [![Vote: I like it](//codeforces.com/codeforces.org/s/66324/images/actions/comment-voteup-blue.png \"Vote: I like it\")](#) 0 [![Vote: I do not like it](//codeforces.com/codeforces.org/s/66324/images/actions/comment-votedown-blue.png \"Vote: I do not like it\")](#) type (user:XXX), if you want to ping someone. But with \\[\\], instead of (). But if you don't want to get your contribution < -100, please, don't ping someone unless necessary. [→](#) [Reply](#) |\n| ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |\n* | » » [pskobx](https://codeforces.com/profile/pskobx \"Master pskobx\") | 4 weeks ago, [show](#) # |\n| ------------------------------------------------------------------- | ------------------------ |\n\n| » » [ ![](https://codeforces.com/userpic.codeforces.org/1250475/avatar/7536d700942a822b.jpg) ](https://codeforces.com/profile/pskobx) [pskobx](https://codeforces.com/profile/pskobx \"Master pskobx\") | 4 weeks ago, [hide](#) [#](https://codeforces.com/blog/entry/156058?#comment-1386346 \"Link to comment\") [^](#comment-1386326 \"Parent comment\") \\| [![Vote: I like it](//codeforces.com/codeforces.org/s/66324/images/actions/comment-voteup-blue.png \"Vote: I like it\")](#) 0 [![Vote: I do not like it](//codeforces.com/codeforces.org/s/66324/images/actions/comment-votedown-blue.png \"Vote: I do not like it\")](#) I'll fix it now, thanks [→](#) [Reply](#) |\n| ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |\n\n| » [20111019Yu](https://codeforces.com/profile/20111019Yu \"Master 20111019Yu\") | 4 weeks ago, [show](#) # |\n| ----------------------------------------------------------------------------- | ------------------------ |\n\n| » [ ![](https://codeforces.com/userpic.codeforces.org/3490545/avatar/2b7d9f312416805a.jpg) ](https://codeforces.com/profile/20111019Yu) [20111019Yu](https://codeforces.com/profile/20111019Yu \"Master 20111019Yu\") | 4 weeks ago, [hide](#) [#](https://codeforces.com/blog/entry/156058?#comment-1386329 \"Link to comment\") \\| [![Vote: I like it](//codeforces.com/codeforces.org/s/66324/images/actions/comment-voteup-blue.png \"Vote: I like it\")](#) +8 [![Vote: I do not like it](//codeforces.com/codeforces.org/s/66324/images/actions/comment-votedown-blue.png \"Vote: I do not like it\")](#) How dare you write the wrong range? [→](#) [Reply](#) |\n| ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |\n\n| » [bandit07](https://codeforces.com/profile/bandit07 \"Pupil bandit07\") | 4 weeks ago, [show](#) # |\n| ---------------------------------------------------------------------- | ------------------------ |\n\n| » [ ![](https://codeforces.com/userpic.codeforces.org/5022929/avatar/9f7f959d1770105a.jpg) ](https://codeforces.com/profile/bandit07) [bandit07](https://codeforces.com/profile/bandit07 \"Pupil bandit07\") | 4 weeks ago, [hide](#) [#](https://codeforces.com/blog/entry/156058?#comment-1386332 \"Link to comment\") \\| [![Vote: I like it](//codeforces.com/codeforces.org/s/66324/images/actions/comment-voteup-blue.png \"Vote: I like it\")](#) 0 [![Vote: I do not like it](//codeforces.com/codeforces.org/s/66324/images/actions/comment-votedown-blue.png \"Vote: I do not like it\")](#) Apart from Figuring out TLE on D, everything was great! [→](#) [Reply](#) |\n| ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |\n\n| » [zhaohongdi114514](https://codeforces.com/profile/zhaohongdi114514 \"Candidate Master zhaohongdi114514\") | 4 weeks ago, [show (+1)](#) # |\n| --------------------------------------------------------------------------------------------------------- | ----------------------------- |\n\n| » [ ![](https://codeforces.com/userpic.codeforces.org/no-avatar.jpg) ](https://codeforces.com/profile/zhaohongdi114514) [zhaohongdi114514](https://codeforces.com/profile/zhaohongdi114514 \"Candidate Master zhaohongdi114514\") | 4 weeks ago, [hide](#) [#](https://codeforces.com/blog/entry/156058?#comment-1386334 \"Link to comment\") \\| [![Vote: I like it](//codeforces.com/codeforces.org/s/66324/images/actions/comment-voteup-blue.png \"Vote: I like it\")](#) +35 [![Vote: I do not like it](//codeforces.com/codeforces.org/s/66324/images/actions/comment-votedown-blue.png \"Vote: I do not like it\")](#) Felt like eating shit. [→](#) [Reply](#) |\n| ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |\n\n* | » » [ma\\_niu\\_bi](https://codeforces.com/profile/ma%5Fniu%5Fbi \"Expert ma_niu_bi\") | 4 weeks ago, [show](#) # |\n| ---------------------------------------------------------------------------------- | ------------------------ |\n\n| » » [ ![](https://codeforces.com/userpic.codeforces.org/2710300/avatar/1c5c34a0e21a0f46.jpg) ](https://codeforces.com/profile/ma%5Fniu%5Fbi) [ma\\_niu\\_bi](https://codeforces.com/profile/ma%5Fniu%5Fbi \"Expert ma_niu_bi\") | 4 weeks ago, [hide](#) [#](https://codeforces.com/blog/entry/156058?#comment-1386672 \"Link to comment\") [^](#comment-1386334 \"Parent comment\") \\| [←](#)Rev. 3 [→](#) [![Vote: I like it](//codeforces.com/codeforces.org/s/66324/images/actions/comment-voteup-blue.png \"Vote: I like it\")](#) +3 [![Vote: I do not like it](//codeforces.com/codeforces.org/s/66324/images/actions/comment-votedown-blue.png \"Vote: I do not like it\")](#) My brain's full of shit. [→](#) [Reply](#) |\n| --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |\n\n| » [invoker.\\_](https://codeforces.com/profile/invoker.%5F \"Pupil invoker._\") | 4 weeks ago, [show (+1)](#) # |\n| ---------------------------------------------------------------------------- | ----------------------------- |\n\n\n...377288 bytes truncated...\n\nThe tool call succeeded but the output was truncated. Full output saved to: /Users/zayd/.local/share/opencode/tool-output/tool_0b22cff020015VN1qOUqQYASzx\nUse the Task tool to have explore agent process this file with Grep and Read (with offset/limit). Do NOT read the full file yourself - delegate to save context.",
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              "command": "python3 -c 'import itertools\ncases=0\nfor n in range(2,7):\n for ps in itertools.product(*(range(1,v) for v in range(2,n+1))):\n  p=[0,0]+list(ps)\n  for mask in range(1,1<<n):\n   dams=[v for v in range(1,n+1) if mask>>(v-1)&1]\n   cameras=set(dams)-{min(dams)}\n   signatures=[]\n   for v in dams:\n    path=[]\n    while v!=1:\n     if v in cameras: path.append(v)\n     v=p[v]\n    signatures.append(tuple(reversed(path)))\n   assert len(set(signatures))==len(dams)\n   assert len(cameras)==len(dams)-1\n   cases+=1\nprint(\"Verified\",cases,\"tree/dam configurations\")'"
            },
            "output": "Verified 8411 tree/dam configurations\n",
            "metadata": {
              "output": "Verified 8411 tree/dam configurations\n",
              "exit": 0,
              "truncated": false
            },
            "title": "python3 -c 'import itertools\ncases=0\nfor n in range(2,7):\n for ps in itertools.product(*(range(1,v) for v in range(2,n+1))):\n  p=[0,0]+list(ps)\n  for mask in range(1,1<<n):\n   dams=[v for v in range(1,n+1) if mask>>(v-1)&1]\n   cameras=set(dams)-{min(dams)}\n   signatures=[]\n   for v in dams:\n    path=[]\n    while v!=1:\n     if v in cameras: path.append(v)\n     v=p[v]\n    signatures.append(tuple(reversed(path)))\n   assert len(set(signatures))==len(dams)\n   assert len(cameras)==len(dams)-1\n   cases+=1\nprint(\"Verified\",cases,\"tree/dam configurations\")'",
            "time": {
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          "status": "success",
          "reason": null,
          "hints": [
            {
              "order": 1,
              "content": "Take two possible destinations. Their paths from the root share a prefix, then differ. Where must a camera be placed so that these destinations produce different observations?"
            },
            {
              "order": 2,
              "content": "Imagine deleting every edge with a camera. Two dams in the same remaining connected component cannot be distinguished. So every component must contain at most one dam."
            },
            {
              "order": 3,
              "content": "Deleting $k$ edges from a tree produces exactly $k+1$ components. To separate $m$ dams, you therefore need at least $m-1$ cameras. Can you achieve that by placing cameras immediately above dams?"
            },
            {
              "order": 4,
              "content": "Try putting a camera on the parent edge of every dam except one. The skipped dam must have no other dam among its ancestors; otherwise, skipping its edge can leave it indistinguishable from an ancestor dam."
            },
            {
              "order": 5,
              "content": "Because $p_i<i$, every ancestor has a smaller vertex number. Thus the smallest-numbered dam has no dam ancestor. Skip that dam and output all the other dam vertices as camera edges. This uses exactly $m-1$ cameras, with no DFS or DSU needed."
            }
          ],
          "editorial": "The minimum number of cameras is always **$m-1$**. The construction is even shorter: output every dam vertex except the smallest-numbered one.\n\nThe tree looks like it wants a DFS. It doesn't.\n\n### 1. Cameras separate components\n\nImagine removing the edges on which we install cameras. This is just a way to analyze the observations; the Beaver can still cross those edges.\n\nTwo dams in the same remaining component cannot be distinguished: their paths from the root encounter exactly the same camera edges, in the same order. The parts of their paths that differ contain no cameras.\n\nConversely, if every component contains at most one dam, the observations identify the destination. Contract each component into a single vertex. The resulting graph is still a tree, and every edge between components has a camera. Starting in the root's component, the observed crossings tell us which component the Beaver finishes in, and that component contains at most one dam. This reasoning even works if the Beaver takes detours.\n\nSo our goal is equivalent to:\n\n> Remove as few edges as possible so that no connected component contains two dams.\n\nRemoving $k$ edges from a tree creates exactly $k+1$ components. We need at least $m$ components, so\n\n$$k+1\\ge m \\quad\\Longrightarrow\\quad k\\ge m-1.$$\n\nThis gives a lower bound. Now we need a construction that reaches it.\n\n### 2. Put cameras immediately above dams\n\nFor a non-root dam $v$, its parent edge $(p_v,v)$ is a natural camera location.\n\nWe want to use only $m-1$ cameras, so choose one dam $s$ to skip and install a camera on the parent edge of every other dam.\n\n**We cannot skip an arbitrary dam.** For example, on the chain $1\\to2\\to3$ with dams at $2$ and $3$, skipping dam $3$ would leave only a camera on $(1,2)$. Both destinations would produce the same observation.\n\nInstead, choose a dam with no other dam among its ancestors. The input gives us an easy way to find one:\n\n$$s=\\min(a_1,a_2,\\ldots,a_m).$$\n\nSince $p_i<i$, vertex numbers strictly decrease as we move toward the root. Every ancestor of $s$ has a smaller number than $s$, so none can be a dam.\n\nNotice that this does **not** mean $s$ is necessarily the shallowest dam. It only means that it has no dam ancestor, which is exactly what we need.\n\n### 3. Why the construction works\n\nTake any two distinct dams $x$ and $y$.\n\n- **One is an ancestor of the other.** Let $y$ be the descendant. It cannot be the skipped dam $s$, because $s$ has no dam ancestor. Therefore, the parent edge of $y$ has a camera, and that edge lies on the path between $x$ and $y$.\n- **Neither is an ancestor of the other.** Their connecting path contains both of their parent edges. We skip only one dam, so at least one of these edges has a camera.\n\nThus every path between two dams contains a camera edge. After removing camera edges, no component contains two dams, so the destination is uniquely identifiable.\n\nWe use exactly $m-1$ cameras, matching the lower bound. Therefore, the construction is optimal.\n\n### Algorithm\n\nFor each test case:\n\n1. Read the parent values. We do not need to store them.\n2. Read the dam vertices and find their minimum $s$.\n3. Print $m-1$, followed by every dam vertex other than $s$.\n\nThe output format represents edge $(p_v,v)$ by just $v$, so the dam numbers themselves are the answer.\n\n### Edge cases\n\n- If $m=1$, print `0`. There is only one possible destination.\n- If the root is a dam, it is the minimum-numbered dam and is automatically skipped. We never try to place a camera above the root.\n- If every vertex is a dam, we output every vertex except $1$, placing a camera on every edge.\n\n### Complexity\n\nReading the parents takes $O(n)$ time, and processing the dams takes $O(m)$ time. Total time is **$O(n+m)=O(n)$** per test case, with **$O(m)$** extra space for the dam list.",
          "solution": "#include <bits/stdc++.h>\nusing namespace std;\n\nusing ll = long long;\n\nvoid setIO() {\n    ios::sync_with_stdio(false);\n    cin.tie(nullptr);\n}\n\nint main() {\n    setIO();\n\n    int t;\n    cin >> t;\n    while (t--) {\n        int n;\n        cin >> n;\n        for (int v = 2; v <= n; ++v) {\n            int parent;\n            cin >> parent;\n        }\n\n        int m;\n        cin >> m;\n        vector<int> dams(m);\n        int skipped = n + 1;\n        for (int &v : dams) {\n            cin >> v;\n            skipped = min(skipped, v);\n        }\n\n        cout << m - 1;\n        for (int v : dams) {\n            if (v != skipped) cout << ' ' << v;\n        }\n        cout << '\\n';\n    }\n}\n"
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              "reason": null,
              "hints": [
                {
                  "order": 1,
                  "content": "Take two possible destinations. Their paths from the root share a prefix, then differ. Where must a camera be placed so that these destinations produce different observations?"
                },
                {
                  "order": 2,
                  "content": "Imagine deleting every edge with a camera. Two dams in the same remaining connected component cannot be distinguished. So every component must contain at most one dam."
                },
                {
                  "order": 3,
                  "content": "Deleting $k$ edges from a tree produces exactly $k+1$ components. To separate $m$ dams, you therefore need at least $m-1$ cameras. Can you achieve that by placing cameras immediately above dams?"
                },
                {
                  "order": 4,
                  "content": "Try putting a camera on the parent edge of every dam except one. The skipped dam must have no other dam among its ancestors; otherwise, skipping its edge can leave it indistinguishable from an ancestor dam."
                },
                {
                  "order": 5,
                  "content": "Because $p_i<i$, every ancestor has a smaller vertex number. Thus the smallest-numbered dam has no dam ancestor. Skip that dam and output all the other dam vertices as camera edges. This uses exactly $m-1$ cameras, with no DFS or DSU needed."
                }
              ],
              "editorial": "The minimum number of cameras is always **$m-1$**. The construction is even shorter: output every dam vertex except the smallest-numbered one.\n\nThe tree looks like it wants a DFS. It doesn't.\n\n### 1. Cameras separate components\n\nImagine removing the edges on which we install cameras. This is just a way to analyze the observations; the Beaver can still cross those edges.\n\nTwo dams in the same remaining component cannot be distinguished: their paths from the root encounter exactly the same camera edges, in the same order. The parts of their paths that differ contain no cameras.\n\nConversely, if every component contains at most one dam, the observations identify the destination. Contract each component into a single vertex. The resulting graph is still a tree, and every edge between components has a camera. Starting in the root's component, the observed crossings tell us which component the Beaver finishes in, and that component contains at most one dam. This reasoning even works if the Beaver takes detours.\n\nSo our goal is equivalent to:\n\n> Remove as few edges as possible so that no connected component contains two dams.\n\nRemoving $k$ edges from a tree creates exactly $k+1$ components. We need at least $m$ components, so\n\n$$k+1\\ge m \\quad\\Longrightarrow\\quad k\\ge m-1.$$\n\nThis gives a lower bound. Now we need a construction that reaches it.\n\n### 2. Put cameras immediately above dams\n\nFor a non-root dam $v$, its parent edge $(p_v,v)$ is a natural camera location.\n\nWe want to use only $m-1$ cameras, so choose one dam $s$ to skip and install a camera on the parent edge of every other dam.\n\n**We cannot skip an arbitrary dam.** For example, on the chain $1\\to2\\to3$ with dams at $2$ and $3$, skipping dam $3$ would leave only a camera on $(1,2)$. Both destinations would produce the same observation.\n\nInstead, choose a dam with no other dam among its ancestors. The input gives us an easy way to find one:\n\n$$s=\\min(a_1,a_2,\\ldots,a_m).$$\n\nSince $p_i<i$, vertex numbers strictly decrease as we move toward the root. Every ancestor of $s$ has a smaller number than $s$, so none can be a dam.\n\nNotice that this does **not** mean $s$ is necessarily the shallowest dam. It only means that it has no dam ancestor, which is exactly what we need.\n\n### 3. Why the construction works\n\nTake any two distinct dams $x$ and $y$.\n\n- **One is an ancestor of the other.** Let $y$ be the descendant. It cannot be the skipped dam $s$, because $s$ has no dam ancestor. Therefore, the parent edge of $y$ has a camera, and that edge lies on the path between $x$ and $y$.\n- **Neither is an ancestor of the other.** Their connecting path contains both of their parent edges. We skip only one dam, so at least one of these edges has a camera.\n\nThus every path between two dams contains a camera edge. After removing camera edges, no component contains two dams, so the destination is uniquely identifiable.\n\nWe use exactly $m-1$ cameras, matching the lower bound. Therefore, the construction is optimal.\n\n### Algorithm\n\nFor each test case:\n\n1. Read the parent values. We do not need to store them.\n2. Read the dam vertices and find their minimum $s$.\n3. Print $m-1$, followed by every dam vertex other than $s$.\n\nThe output format represents edge $(p_v,v)$ by just $v$, so the dam numbers themselves are the answer.\n\n### Edge cases\n\n- If $m=1$, print `0`. There is only one possible destination.\n- If the root is a dam, it is the minimum-numbered dam and is automatically skipped. We never try to place a camera above the root.\n- If every vertex is a dam, we output every vertex except $1$, placing a camera on every edge.\n\n### Complexity\n\nReading the parents takes $O(n)$ time, and processing the dams takes $O(m)$ time. Total time is **$O(n+m)=O(n)$** per test case, with **$O(m)$** extra space for the dam list.",
              "solution": "#include <bits/stdc++.h>\nusing namespace std;\n\nusing ll = long long;\n\nvoid setIO() {\n    ios::sync_with_stdio(false);\n    cin.tie(nullptr);\n}\n\nint main() {\n    setIO();\n\n    int t;\n    cin >> t;\n    while (t--) {\n        int n;\n        cin >> n;\n        for (int v = 2; v <= n; ++v) {\n            int parent;\n            cin >> parent;\n        }\n\n        int m;\n        cin >> m;\n        vector<int> dams(m);\n        int skipped = n + 1;\n        for (int &v : dams) {\n            cin >> v;\n            skipped = min(skipped, v);\n        }\n\n        cout << m - 1;\n        for (int v : dams) {\n            if (v != skipped) cout << ' ' << v;\n        }\n        cout << '\\n';\n    }\n}\n"
            },
            "output": "Structured output captured successfully.",
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