{"question_id": "328c149ed45a41c0b9d6f14659e63599", "category": "arena-hard-v0.1", "cluster": "ABC Sequence Puzzles & Groups", "turns": [{"content": "Use ABC notation to write a melody in the style of a folk tune."}]} {"question_id": "b43c07656ead4150b360294ee932b410", "category": "arena-hard-v0.1", "cluster": "ABC Sequence Puzzles & Groups", "turns": [{"content": "SOLVE THIS IN C++ : There are three cards with letters a\n, b\n, c\n placed in a row in some order. You can do the following operation at most once:\n\nPick two cards, and swap them.\nIs it possible that the row becomes abc\n after the operation? Output \"YES\" if it is possible, and \"NO\" otherwise.\nInput\nThe first line contains a single integer t\n (1≤t≤6\n) — the number of test cases.\n\nThe only line of each test case contains a single string consisting of each of the three characters a\n, b\n, and c\n exactly once, representing the cards.\n\nOutput\nFor each test case, output \"YES\" if you can make the row abc\n with at most one operation, or \"NO\" otherwise.\n\nYou can output the answer in any case (for example, the strings \"yEs\", \"yes\", \"Yes\" and \"YES\" will be recognized as a positive answer).\n\nExample\ninputCopy\n6\nabc\nacb\nbac\nbca\ncab\ncba\noutputCopy\nYES\nYES\nYES\nNO\nNO\nYES\nNote\nIn the first test case, we don't need to do any operations, since the row is already abc\n.\n\nIn the second test case, we can swap c\n and b\n: acb→abc\n.\n\nIn the third test case, we can swap b\n and a\n: bac→abc\n.\n\nIn the fourth test case, it is impossible to make abc\n using at most one operation."}]} {"question_id": "1f07cf6d146d4038b2b93aaba3935ce0", "category": "arena-hard-v0.1", "cluster": "AI & Sequence Alignment Challenges", "turns": [{"content": "Explain the book the Alignment problem by Brian Christian. Provide a synopsis of themes and analysis. Recommend a bibliography of related reading. "}]} {"question_id": "9f25ff7c0d6a4d74846bfe76af8d925c", "category": "arena-hard-v0.1", "cluster": "AI & Sequence Alignment Challenges", "turns": [{"content": "Design a semikinematic mounting for a right angle prism with preload provided by a compressed elastomeric pad. The mounting should be designed to ensure proper alignment of the prism with its mounting surface and provide adequate tension to maintain proper load transfer."}]} {"question_id": "04ba0aeb79524f6c8520d47cada34f25", "category": "arena-hard-v0.1", "cluster": "AI Image Upscaling", "turns": [{"content": "I have a dataset which contains a list of 2D images, given a new image, how to find the closest image in the dataset"}]} {"question_id": "93c9b4bb32f4422f954c7af9ea2bdfcd", "category": "arena-hard-v0.1", "cluster": "AI Image Upscaling", "turns": [{"content": "I have black and white images with 1 pixel width white horizonal lines going through the image. How to detect the lines and remove it?"}]} {"question_id": "ed3077a3443a4cf88233f5bc636e7394", "category": "arena-hard-v0.1", "cluster": "AI Startup Business Strategies", "turns": [{"content": "if you were a corporate law with 15 years of mergers and acquisitions experience, how would you pivot to launch an AI enable tech startup step by step and in detail?\n"}]} {"question_id": "90b29911b57848ec89fc7d8c15f27c88", "category": "arena-hard-v0.1", "cluster": "AI Startup Business Strategies", "turns": [{"content": "Describe how to incorporate AI in the private equity deal sourcing process"}]} {"question_id": "f54e99e9686549e7a096dd16dbab28e1", "category": "arena-hard-v0.1", "cluster": "AWS Cloud Services Essentials", "turns": [{"content": "how does memory affect performance of aws lambda written in nodejs"}]} {"question_id": "7bcf40b22c164f36a85efcbf169da647", "category": "arena-hard-v0.1", "cluster": "AWS Cloud Services Essentials", "turns": [{"content": "I have a Python script that scrapes a webpage using Playwright. Now I want to start ten instances of that script in parallel on one AWS EC2 instance, but so that each script binds to a different IP address. How can I do that with Terraform?"}]} {"question_id": "847e0891929a4521aee127ee20b50e30", "category": "arena-hard-v0.1", "cluster": "Acrobat PDF Management Tips", "turns": [{"content": "How to add toolbar in a fragment?"}]} {"question_id": "b26d8c58eaa04b1f8e7e88da9ddd4ed9", "category": "arena-hard-v0.1", "cluster": "Acrobat PDF Management Tips", "turns": [{"content": "Hi. I have this URL which I can paste in my Microsoft Edge browser, and it downloads a PDF file for me from my Power BI online report. URL is: https://app.powerbi.com/groups/me/rdlreports/1bdef01c-30a3-4150-aff2-b3ec4c9edf86?rp:AdviceDeathScriptMERGEDMonthStartDate=6/1/2023&rp:AdviceDeathScriptMERGEDIncomingcall=Aria%20Park&rdl:format=PDF\n\nOf course, it first asks me to log in to my Power BI account when I first enter the URL, and then it goes directly to the report and downloads the PDF. I wrote a python code to do this for me. The code has managed to download a PDF. However, the PDF produced by the python code won't open - it gives an error when I try to open it \"Adobe acrobat reader could not open 'AriaPark.pdf'...\". I am unsure what the issue is. Perhaps, the issue is that Python code doesn't know my Power-BI login details to access the PDF, or maybe it is something else? Can you please help? The Python code I'm using is below:\n\nimport requests\nimport os\n# Main Power BI report URL\nfull_url = \"https://app.powerbi.com/groups/me/rdlreports/1bdef01c-30a3-4150-aff2-b3ec4c9edf86?rp:AdviceDeathScriptMERGEDMonthStartDate=6/1/2023&rp:AdviceDeathScriptMERGEDIncomingcall=Aria%20Park&rdl:format=PDF\"\n\nresponse = requests.get(full_url)\nfilename = f\"AriaPark.pdf\"\nwith open(filename, 'wb') as file:\n file.write(response.content)\n\nprint(\"Reports have been successfully downloaded.\")\n\n\n"}]} {"question_id": "379a490a6eae40608abf3501807b2545", "category": "arena-hard-v0.1", "cluster": "Advanced Algebra and Number Theory", "turns": [{"content": " Consider the state:\n$$\\ket{\\psi} = \\frac{\\ket{00} + \\ket{01} + \\ket{10}}{\\sqrt{3}}$$\n\n(a). Calculate the reduced density matrix of the second qubit of $\\ket{\\psi}$."}]} {"question_id": "92abeb14dc734237a9ff52c4062b9b98", "category": "arena-hard-v0.1", "cluster": "Advanced Algebra and Number Theory", "turns": [{"content": "Proof that Q(sqrt(-11)) is a principal ideal domain"}]} {"question_id": "3f85bf93f18343dbb17e228a214a3800", "category": "arena-hard-v0.1", "cluster": "Advanced Guitar Chord Theory", "turns": [{"content": "Write me a chord progression in the key of C major. Make it sound sad and slow."}]} {"question_id": "51c444da19ec4cf1a5fc387667e4a7cf", "category": "arena-hard-v0.1", "cluster": "Advanced Guitar Chord Theory", "turns": [{"content": "Can you come up with a 12 bar chord progression in C that works in the lydian mode?\n"}]} {"question_id": "e9a2e1240f4a46b6a832bb5d71b20ee1", "category": "arena-hard-v0.1", "cluster": "Advanced Mathematical Problem-Solving", "turns": [{"content": "Alice and Bob have two dice. \n\nThey roll the dice together, note the sum of the two values shown, and repeat.\n\nFor Alice to win, two consecutive turns (meaning, two consecutive sums) need to result in 7. For Bob to win, he needs to see an eight followed by a seven. Who do we expect to win this game?\n\nYou are required to provide an analysis which coincides with simulation results. You can supply multiple answers in successive iterations. You are allowed to run a simulation after 2 iterations. After each analysis, provide a reflection on the accuracy and completeness so we might improve in another iteration. If so, end a reply with \"CONTINUE TO ITERATION [x]\" and wait for my input. When there is no more accuracy or completeness issue left to resolve and the mathematical analysis agrees with the simulation results, please end by typing \"SOLVED\". Always end with either \"CONTINUE TO ITERATION [x]\" or \"SOLVED\"."}]} {"question_id": "6b31320632de4e0bbf9b63d3cc78c58e", "category": "arena-hard-v0.1", "cluster": "Advanced Mathematical Problem-Solving", "turns": [{"content": "A table-tennis championship for $2^n$ players is organized as a knock-out tournament with $n$ rounds, the last round being the final. Two players are chosen at random. Calculate the probability that they meet: (a) in the first round, (b) in the final, (c) in any round."}]} {"question_id": "46e73778f43143199f88b2e354df85eb", "category": "arena-hard-v0.1", "cluster": "Advanced Matplotlib Customizations", "turns": [{"content": "How can I generate a seaborn barplot that includes the values of the bar heights and confidence intervals?"}]} {"question_id": "69120423cec04acca9f2b8d5f68b391c", "category": "arena-hard-v0.1", "cluster": "Advanced Matplotlib Customizations", "turns": [{"content": "Can you give me some Seaborn code for plotting the ECDF of a KDE-augmented dataset?"}]} {"question_id": "ed426d6069064ad9bf21e83bcb29f356", "category": "arena-hard-v0.1", "cluster": "Advanced Random Number Techniques", "turns": [{"content": "Write a function to generate cryptographically secure random numbers. "}]} {"question_id": "9d7d8b61b76f4695a5590a9f6bfc0017", "category": "arena-hard-v0.1", "cluster": "Advanced Random Number Techniques", "turns": [{"content": "How to set seeds for random generator in Python in threads?"}]} {"question_id": "2089a27fe9e2495d97a0cf27619d11a3", "category": "arena-hard-v0.1", "cluster": "Advanced Regex Techniques", "turns": [{"content": "Regex to delect all elements containing a string `transform=\"matrix(0.998638,0,0,-0.998638,0.39215,439.799858)\"` please. there can be line breaks too."}]} {"question_id": "fae4f754f12f40db8178d3683eb1eddc", "category": "arena-hard-v0.1", "cluster": "Advanced Regex Techniques", "turns": [{"content": "write pcre regex for not containing C:\\"}]} {"question_id": "9db47b0594014729b777c10678597e7f", "category": "arena-hard-v0.1", "cluster": "Advanced TypeScript Concepts", "turns": [{"content": "make me a javascript code to find an object by its name deep inside a given object, make sure that this code does not use recursion and can return the path used to reach the object"}]} {"question_id": "31615ee9cc8448cd9d225bdb87a5ffdc", "category": "arena-hard-v0.1", "cluster": "Advanced TypeScript Concepts", "turns": [{"content": "If I have a TypeScript class:\n\nclass Foo {\n ReactProperties: {\n a: string;\n }\n}\n\nHow do I extract the type of the ReactProperties member object from the type Class?"}]} {"question_id": "51139d7be0fe4a07bc2d577614ac4487", "category": "arena-hard-v0.1", "cluster": "Agile Scrum Leadership", "turns": [{"content": "Considering Tools For Thought and the organization of personal knowledge, please list some best practice frameworks that detail a system of procedures and best practice. Please make a comprehensive list of frameworks and summarize the top three in more detail. "}]} {"question_id": "5c5cb72f4d7b43caa476359c57e898de", "category": "arena-hard-v0.1", "cluster": "Agile Scrum Leadership", "turns": [{"content": "Introduce Ethan, including his experience-level with software development methodologies like waterfall and agile development. Describe the major differences between traditional waterfall and agile software developments. In his opinion, what are the most notable advantages and disadvantages of each methodology?"}]} {"question_id": "face6a5531854b188dfc266e289ee595", "category": "arena-hard-v0.1", "cluster": "Algorithms and Problem Solving", "turns": [{"content": "Problem\nA mother bought a set of \n�\nN toys for her \n2\n2 kids, Alice and Bob. She has already decided which toy goes to whom, however she has forgotten the monetary values of the toys. She only remembers that she ordered the toys in ascending order of their value. The prices are always non-negative.\n\nA distribution is said to be fair when no matter what the actual values were, the difference between the values of the toys Alice got, and the toys Bob got, does not exceed the maximum value of any toy.\n\nFormally, let \n�\n�\nv \ni\n​\n be the value of \n�\ni-th toy, and \n�\nS be a binary string such that \n�\n�\n=\n1\nS \ni\n​\n =1 if the toy is to be given to Alice, and \n�\n�\n=\n0\nS \ni\n​\n =0 if the toy is to be given to Bob.\nThen, the distribution represented by \n�\nS is said to be fair if, for all possible arrays \n�\nv satisfying \n0\n≤\n�\n1\n≤\n�\n2\n≤\n.\n.\n.\n.\n≤\n�\n�\n0≤v \n1\n​\n ≤v \n2\n​\n ≤....≤v \nN\n​\n ,\n\n∣\n∑\n�\n=\n1\n�\n�\n�\n⋅\n[\n�\n�\n=\n1\n]\n−\n∑\n�\n=\n1\n�\n�\n�\n⋅\n[\n�\n�\n=\n0\n]\n∣\n≤\n�\n�\n∣\n∣\n​\n \ni=1\n∑\nN\n​\n v \ni\n​\n ⋅[s \ni\n​\n =1]− \ni=1\n∑\nN\n​\n v \ni\n​\n ⋅[s \ni\n​\n =0] \n∣\n∣\n​\n ≤v \nN\n​\n \nwhere \n[\n�\n]\n[P] is \n1\n1 iff \n�\nP is true, and \n0\n0 otherwise.\n\nYou are given the binary string \n�\nS representing the distribution.\nPrint YES if the given distribution is fair, and NO otherwise.\n\nInput Format\nThe first line of input will contain a single integer \n�\nT, denoting the number of test cases.\nEach test case consists of two lines of input.\nThe first line of each test case contains a single integer \n�\nN, the number of toys.\nThe second line of each test case contains a binary string \n�\nS of length \n�\nN.\nOutput Format\nFor each test case, output on a new line the answer: YES or NO depending on whether \n�\nS represents a fair distribution or not.\n\nEach character of the output may be printed in either lowercase or uppercase, i.e, the strings NO, no, nO, and No will all be treated as equivalent.\n\nConstraints\n1\n≤\n�\n≤\n1\n0\n4\n1≤T≤10 \n4\n \n1\n≤\n�\n≤\n1\n0\n5\n1≤N≤10 \n5\n \nThe sum of \n�\nN over all test cases won't exceed \n3\n⋅\n1\n0\n5\n3⋅10 \n5\n .\n�\nS is a binary string of length \n�\nN.\nSample 1:\nInput\nOutput\n6\n1\n1\n2\n00\n4\n1010\n4\n1100\n6\n010101\n5\n00001\nYES\nNO\nYES\nNO\nYES\nNO\nExplanation:\nTest case \n1\n1: The given formula reduces to \n∣\n�\n1\n∣\n≤\n�\n1\n∣v \n1\n​\n ∣≤v \n1\n​\n , which is true since \n�\n1\n≥\n0\nv \n1\n​\n ≥0.\n\nTest case \n2\n2: The distribution is not fair for \n�\n1\n=\n�\n2\n=\n1\nv \n1\n​\n =v \n2\n​\n =1, hence the answer is NO.\nNote that the distribution is fair for \n�\n1\n=\n�\n2\n=\n0\nv \n1\n​\n =v \n2\n​\n =0, but we need to check if its fair for all possible \n�\nv satisfying the constraints.\n\nTest case \n3\n3: It can be proved that the distribution is always fair.\n\nTest case \n4\n4: The distribution is not fair for \n�\n=\n[\n1\n,\n2\n,\n4\n,\n8\n]\nv=[1,2,4,8].\n\naccepted\nAccepted\n28\ntotal-Submissions\nSubmissions\n580\naccuracy\nAccuracy\n5.17 give a short c program to it"}]} {"question_id": "dbff049f35b142249c18d8faebe84039", "category": "arena-hard-v0.1", "cluster": "Algorithms and Problem Solving", "turns": [{"content": "Problem\nYou are hosting a chess tournament with \n2\n�\n2N people. Exactly \n�\nX of them are rated players, and the remaining \n2\n�\n−\n�\n2N−X are unrated players.\n\nYour job is to distribute the players into \n�\nN pairs, where every player plays against the person paired up with them.\n\nSince you want the rated players to have an advantage, you want to pair them with unrated players. Thus, you want to minimize the number of rated players whose opponent is also rated.\nPrint the minimum number of rated players whose opponents are also rated, among all possible pairings.\n\nInput Format\nThe first line of input will contain a single integer \n�\nT, denoting the number of test cases.\nEach test case consists of \n1\n1 line containing \n2\n2 space-separated integers \n�\nN and \n�\nX, meaning there are \n2\n�\n2N players, and \n�\nX of them are rated.\nOutput Format\nFor each test case, output on a new line the minimum number of rated players who will have rated opponents.\n\nConstraints\n1\n≤\n�\n≤\n2600\n1≤T≤2600\n1\n≤\n�\n≤\n50\n1≤N≤50\n0\n≤\n�\n≤\n2\n⋅\n�\n0≤X≤2⋅N\nSample 1:\nInput\nOutput\n6\n1 0\n1 1\n1 2\n4 4\n4 6\n10 20\n0\n0\n2\n0\n4\n20\nExplanation:\nTest case \n1\n1: There is no rated player and hence no rated player has a opponent who is also rated. Thus the answer is \n0\n0.\n\nTest case \n2\n2: There is only one match, which is between a rated player and an unrated player. Thus the answer is \n0\n0.\n\nTest case \n3\n3: There is only one match, which is between \n2\n2 rated players. Thus the answer is \n2\n2 as both contribute to the count of rated players whose opponents are also rated.\n\naccepted\nAccepted\n630\ntotal-Submissions\nSubmissions\n1656\naccuracy\nAccuracy\n45.65\nDid you like the problem statement?\n2 users found this helpful\nC\n​\n\n\n\n0:0\n give a c program to it"}]} {"question_id": "60856d87b3484a4db45a67ac560a2b06", "category": "arena-hard-v0.1", "cluster": "Android Development Challenges", "turns": [{"content": "[CXX1429] error when building with ndkBuild using E:\\Dhruvin kheni\\Backup\\Backup\\Pancard_pe_loan\\Pancard_pe_loan\\app\\src\\main\\jni\\Android.mk: Android NDK: Your APP_BUILD_SCRIPT points to an unknown file: E:\\Dhruvin kheni\\Backup\\Backup\\Pancard_pe_loan\\Pancard_pe_loan\\app\\src\\main\\jni\\Android.mk \n\nC++ build system [configure] failed while executing:\n @echo off\n \"C:\\\\Users\\\\BMV3\\\\AppData\\\\Local\\\\Android\\\\Sdk\\\\ndk\\\\25.1.8937393\\\\ndk-build.cmd\" ^\n \"NDK_PROJECT_PATH=null\" ^\n \"APP_BUILD_SCRIPT=E:\\\\Dhruvin kheni\\\\Backup\\\\Backup\\\\Pancard_pe_loan\\\\Pancard_pe_loan\\\\app\\\\src\\\\main\\\\jni\\\\Android.mk\" ^\n \"NDK_APPLICATION_MK=E:\\\\Dhruvin kheni\\\\Backup\\\\Backup\\\\Pancard_pe_loan\\\\Pancard_pe_loan\\\\app\\\\src\\\\main\\\\jni\\\\Application.mk\" ^\n \"APP_ABI=arm64-v8a\" ^\n \"NDK_ALL_ABIS=arm64-v8a\" ^\n \"NDK_DEBUG=1\" ^\n \"APP_PLATFORM=android-26\" ^\n \"NDK_OUT=E:\\\\Dhruvin kheni\\\\Backup\\\\Backup\\\\Pancard_pe_loan\\\\Pancard_pe_loan\\\\app\\\\build\\\\intermediates\\\\cxx\\\\Debug\\\\6h295i67/obj\" ^\n \"NDK_LIBS_OUT=E:\\\\Dhruvin kheni\\\\Backup\\\\Backup\\\\Pancard_pe_loan\\\\Pancard_pe_loan\\\\app\\\\build\\\\intermediates\\\\cxx\\\\Debug\\\\6h295i67/lib\" ^\n \"APP_SHORT_COMMANDS=false\" ^\n \"LOCAL_SHORT_COMMANDS=false\" ^\n -B ^\n -n\n from E:\\Dhruvin kheni\\Backup\\Backup\\Pancard_pe_loan\\Pancard_pe_loan\\app\nC:/Users/BMV3/AppData/Local/Android/Sdk/ndk/25.1.8937393/build/../build/core/add-application.mk:88: *** Android NDK: Aborting... . Stop.\nAffected Modules: app\n"}]} {"question_id": "7cbfd2a54982478e8228877fd89b4600", "category": "arena-hard-v0.1", "cluster": "Android Development Challenges", "turns": [{"content": "User\nI am an Android developer. When running my ONNX runtime application, the CPU utilisation is ~40% . How can I increase the CPU usage for my app?"}]} {"question_id": "6a82bab747f644fb9c5d648114fb6597", "category": "arena-hard-v0.1", "cluster": "Approximate Vector Subset Selection", "turns": [{"content": "Provide 15 attack vectors in Manufacturing sector and methods to mitigate the identied risks "}]} {"question_id": "f7c6dcee42e646abac890e3bb540d403", "category": "arena-hard-v0.1", "cluster": "Approximate Vector Subset Selection", "turns": [{"content": "In what order should I learn Deep Learning from the foundations such as matrices and vectors all the way to transformers?"}]} {"question_id": "66de1a59fcb2421c978bd9bb4be8ea6c", "category": "arena-hard-v0.1", "cluster": "Archive Formats and Encryption", "turns": [{"content": "Write a complete Python program to archive files in a specified folder into separate zip files on Linux."}]} {"question_id": "32e124cb2eae422ba5c33985b00cd8c0", "category": "arena-hard-v0.1", "cluster": "Archive Formats and Encryption", "turns": [{"content": "I have a backup of my Linux Mint system from last month in a set of .gz (zipped tar) files. What arguments can I use with tar to update any files that have changed, without re-archiving unchanged files?"}]} {"question_id": "a3dfabb011e245e190a0147fef6ff14b", "category": "arena-hard-v0.1", "cluster": "Array Pair Sum Optimization", "turns": [{"content": "Given a binary array 'nums', you are required to find the maximum length of a contiguous subarray that contains an equal number of 0s and 1s.\n\nExplanation:\n\nA binary array is an array that contains only 0s and 1s.\nA subarray is any subset of the indices of the original array.\nA contiguous subarray is a subarray in which all the elements are consecutive, i.e., any element between the first and last element of the subarray is also part of it.\nExamples:\nInput :nums = [0, 1]\nOutput : 2\nExplanation: The longest contiguous subarray with an equal number of 0s and 1s is [0, 1] with a length of 2.\nInput : nums = [0, 1, 0]\nOutput : 2\nExplanation: The longest contiguous subarray with an equal number of 0s and 1s is either [0, 1] or [1, 0], both with a length of 2.\nInput : nums = [0, 0, 0, 1, 1, 1]\nOutput : 6\nExplanation: The longest contiguous subarray with an equal number of 0s and 1s is [0, 0, 0, 1, 1, 1] with a length of 6.\nThe problem requires finding the maximum length of a contiguous subarray in the binary array 'nums' that contains an equal number of 0s and 1s."}]} {"question_id": "20c9d951035f4b778d201db3859786c9", "category": "arena-hard-v0.1", "cluster": "Array Pair Sum Optimization", "turns": [{"content": "Help me solve the following qn. Please provide a intuitive easy to understand step by step solution:\n\nGiven two sorted arrays nums1 and nums2 of size m and n respectively, return the median of the two sorted arrays.\n\n"}]} {"question_id": "65e7230293c14227b2bf7fc8113e8378", "category": "arena-hard-v0.1", "cluster": "Array Positioning & SAT Solving", "turns": [{"content": "In GAMS, assume I have s parameters which is indexed over two sets P1(A,B), and I have another one-to-one-mapping that maps exactly each element of B to each element of C. How can I create a new parameter P2(A,C) such that each value of P2 takes the mapped value from P1?"}]} {"question_id": "91e8fc5340fe4c21b697ec329bf62eb2", "category": "arena-hard-v0.1", "cluster": "Array Positioning & SAT Solving", "turns": [{"content": "I have a set of examples (that is assignments of $n$ variables $x_1 ... x_n$ that are labeled as solution (+) or non-solution (-). The goal is to find the minimum subset of variables in $x_1 ... x_n$ such that it is possible to split between (+) and (-) by seeing only theses variables."}]} {"question_id": "4587e8a3798646af8f351685e6949788", "category": "arena-hard-v0.1", "cluster": "Aspiring Data Scientist Guidance", "turns": [{"content": "You are a data scientist, output a Python script in OOP for a contextual multi armed bandit sampling from 3 models"}]} {"question_id": "2a6d0b92fbb5448bb2f7540db9645674", "category": "arena-hard-v0.1", "cluster": "Aspiring Data Scientist Guidance", "turns": [{"content": "What is the most successful go to market strategy for a managed services business?"}]} {"question_id": "70dccc6c737b47ff842cbb50ed6b249a", "category": "arena-hard-v0.1", "cluster": "Audio Signal Direction Detection", "turns": [{"content": "Hello, what do you think of this arduino code in regards to understandability, optimization and size?\nAny suggestions for improvements?\n\nvoid cycleLEDs(int interval) {\n const int nOutPins = sizeof(outPins) / sizeof(outPins[0]);\n static unsigned long lastChange = 0;\n static int currIndex = 0; // Use static to retain value between function calls\n int nextIndex = 0;\n \n if (millis() >= lastChange + abs(interval)) {\n\n // Determine direction\n int direction = interval < 0 ? -1 : 1;\n\n // Update secondary index\n nextIndex = currIndex + direction;\n if (nextIndex < 0) {\n nextIndex = nOutPins - 1;\n } else if (nextIndex >= nOutPins) {\n nextIndex = 0;\n }\n \n // Turn off all LEDs\n for (int i = 0; i < nOutPins; i++) {\n if (i == currIndex || i == nextIndex){\n digitalWrite(outPins[i], HIGH);\n } else {\n digitalWrite(outPins[i], LOW);\n } \n }\n\n // Update current index\n currIndex += direction;\n if (currIndex < 0) {\n currIndex = nOutPins - 1;\n } else if (currIndex >= nOutPins) {\n currIndex = 0;\n }\n\n // Update timer\n lastChange = millis();\n }\n}\n\nThank you for your help, i value your input."}]} {"question_id": "a3977c9da04d41a0bbdaea3cf66fd0a4", "category": "arena-hard-v0.1", "cluster": "Audio Signal Direction Detection", "turns": [{"content": "find the issue: #include \"mbed.h\"\n#include \n\nDigitalOut ledYellow(D2);\nDigitalOut ledAmber(D3);\nDigitalOut ledRed(D4);\n\nThread thread2;\nThread thread3;\n\nint counter = 0;\n\n// Subroutine for any LEDs\nvoid ledAny (DigitalOut *ledA){\n while(true){\n *ledA = 1;\n ThisThread::sleep_for(500ms);\n *ledA =0;\n ThisThread::sleep_for(1500ms);\n printf(\"My pointer is %p\\n\", *ledA);\n }\n}\n\n\n// main() runs in its own thread in the OS\nint main(){\n\n thread2.start(callback(ledAny, &ledYellow));\n ThisThread::sleep_for(1000ms);\n thread3.start(callback(ledAny, &ledAmber));\n\n while (true) {\n counter = counter + 1;\n\n ledRed.write(true);\n ThisThread::sleep_for(500ms);\n ledRed.write(false);\n ThisThread::sleep_for(500ms);\n\n if (counter>20){\n thread2.terminate();\n }\n\n\n }\n}\n\n"}]} {"question_id": "4a60873735a64c2c95c0ba24cb441aaa", "category": "arena-hard-v0.1", "cluster": "Automated Testing & Tools", "turns": [{"content": "Is there an early stop out method (to control for multiple testing problem in hypothesis tests) for a dataset with initial probabilities of passing. For example, I have a set of financial market strategies with initial probability of skill using the probabilistic sharpe ratio. I want to test these strategies for a different dataset but I also want to control for multiple testing. Testing all available strategies will lead to multiple testing problems. So, I only want to test a subset of my strategies. Is there an early stop-out method for this application?"}]} {"question_id": "e7e76d4bcf0342308ca6153634000a4a", "category": "arena-hard-v0.1", "cluster": "Automated Testing & Tools", "turns": [{"content": "Can you write a service catalogue for a Microsoft M365 consultancy focusing on Data, Data Management, Automation and A.I. The focus should be on audits, roadmaps, advice and cutting edge technologies within the M365 ecosystem but not be its only focus"}]} {"question_id": "fd64e8bac19e4e56b194599b3ba17ec1", "category": "arena-hard-v0.1", "cluster": "Baking and Peanut Butter Recipes", "turns": [{"content": "Give me a recipe for making 5L of strawberry and blackberry melomel. Use metric measurements."}]} {"question_id": "ec7f8d669ea8455a8e67fe860520352f", "category": "arena-hard-v0.1", "cluster": "Baking and Peanut Butter Recipes", "turns": [{"content": "Consider the flavors of the ingredients. The ingredients are: tuna, salt, chocolate\nGenerate a contingency table for ingredient combinations. Each row represents an ingredient. Each column represents an ingredient. each cell has the flavor profile of the ingredient combination. "}]} {"question_id": "db60d25a509f454b878cc2c5371d5f6f", "category": "arena-hard-v0.1", "cluster": "Basic Assembly Operations", "turns": [{"content": "i need to allocate some space on stack for my local variables (in x86-64 nasm assembly)"}]} {"question_id": "f0c7479e7bde4b9aa80dd79dad179755", "category": "arena-hard-v0.1", "cluster": "Basic Assembly Operations", "turns": [{"content": "Write a function in PPC64 to load the GOT and call a function in the GOT"}]} {"question_id": "d6410be3847048f188e27568e4e9f0d1", "category": "arena-hard-v0.1", "cluster": "Batch Size in Deep Learning", "turns": [{"content": "When training my neural network, I can get a loss below 4.5 at 10,000 iterations. The latest attempt includes trying batch sizes of 512, 1024, and 2048 while keeping the block size at a 4. All of this is done in the context of nanoGPT. It's worth noting that when I ran a batch size of 12 and a block size of 1024, I managed to get the loss down to 4.32 after 10,000 iterations. In your opinion and experience, what steps can I take in order to reduce the loss? Please keep in mind that my video card has 12GB of RAM and the vocabulary is made up of 20,000 words. Each sentence is made up of exactly four tokens. Do you have any suggestions how I could improve the neural network, please?"}]} {"question_id": "3971e3d0eb194b8c9344030bebd0c6aa", "category": "arena-hard-v0.1", "cluster": "Batch Size in Deep Learning", "turns": [{"content": "Here are the top issues reported for a Scheduling system. Can you categorize them and report on counts for the most common issues:\n\nTitle\tShortResolution\nPlanner-Loadboard Sync Issue.\tReplicated job fixed issue.\nLoadboard-Planner Task Sync Issue.\tForecast indicator removed by renaming.\nWest Allis MLS HDSS Header Update.\tRenamed resource replicated next day.\n\"Daily Task Board Setup\"\tDuplex task run creation fixed.\n\"Cancelled jobs tasks remain in LB2\"\tCharacters issue fixed. OM updated.\nMissing Task for Press in 3 Hours\tData resent and planner updated.\nLoadboard job display error.\tReset Citrix connection.\nPresort error for Cafe Sheet batch.\tNew job number created.\nFilter not catching FSC MC.\tAdded 'contains' operator for search.\nAccess issues with LB2 & Finishing Toolset shortcuts at PEI-111.\tLB2 deployment successful.\nAccess issues with LB2 workstation.\tResolved LB2 deployment issue.\nLoadboard crashes and login issues.\tCitrix server resolved, login fix in progress.\nLB2 Loadboard Tool Error.\tLB2 error resolved, no action taken.\nDeployment delays causing downtime\tProblem not solved. Presses deploy requested.\nLoadboard server error.\tBroker switch resolved LB2 issue.\nLoadboard Malfunction - Urgent!\tInk jet data corrected; schedule loaded."}]} {"question_id": "4c2a6d7d4a4243e0ab0a633c348444e8", "category": "arena-hard-v0.1", "cluster": "Binance USDT Historical Data", "turns": [{"content": "write a python code to get daily stocks data from yfinance and plot"}]} {"question_id": "68ab3fd2a31c473b97c416ddb1ccffb4", "category": "arena-hard-v0.1", "cluster": "Binance USDT Historical Data", "turns": [{"content": "Using pandas-ta, I have forex data and an 'EMA50' column. I want to detect where the close price crosses over the 'EMA50' value."}]} {"question_id": "f4c8b624448a40dc82757a8801093c1b", "category": "arena-hard-v0.1", "cluster": "Bob, Alice, Relationships & Interactions", "turns": [{"content": "Write a song about catfish in the style of Bob Dylan."}]} {"question_id": "bc75023ee4bc4b9b8e01865429907014", "category": "arena-hard-v0.1", "cluster": "Bob, Alice, Relationships & Interactions", "turns": [{"content": "Write a php project to open a MySQL database called Bob, and receive fields field1, field2 via http post and store in database"}]} {"question_id": "2c53e72874844987b48588106c705039", "category": "arena-hard-v0.1", "cluster": "Browser Extensions Development", "turns": [{"content": "Write a chrome plugin that saves the contents of the current page"}]} {"question_id": "bd49bd3cc95843f9addca45abe0b27a7", "category": "arena-hard-v0.1", "cluster": "Browser Extensions Development", "turns": [{"content": "I am migrating from MacOS Mojave running Safari 14 to a new Mac running Safari 17 under MacOS Sonoma. I want Safari on my new Mac to automatically open with all the tabs open on my old Mac. Note that Safari 14 does not support iCloud tabs, and that I do *not* want to have to manually open each tab as I have hundreds of them!"}]} {"question_id": "984787b1d5c64bb7b6dcd485ff8a70e6", "category": "arena-hard-v0.1", "cluster": "Bug-Related German Translation", "turns": [{"content": "A bug got into the computer case causing the software to bug out which was really starting to bug me but at least we discovered that no one had bugged the room. \nWhat does each instance of the word bug mean in the above sentence. "}]} {"question_id": "c63a6be043534eda89675bdc0310bc43", "category": "arena-hard-v0.1", "cluster": "Bug-Related German Translation", "turns": [{"content": "Find a fix for this bug : \n```This model maximum context length is 2048 tokens. However, your messages resulted in over 2364 tokens.```"}]} {"question_id": "a89e93c61470449389c17d1f0fcb8469", "category": "arena-hard-v0.1", "cluster": "Bulk Ticket Pricing Mathematics", "turns": [{"content": "I want you to act as an experienced software developer. I will provide information about a web app requirements. It will be your job to come up with a system connection architecture, a specific list of helper code libraries, a clear list of 5 sprint tickets from the project setup, and a detailed list of tasks for each of such tickets to develop an scalable and secure app with NodeJS, SQL and React. My request is this: 'I desire a system that allow users to register and save information related to mechanical devices inventory (name, reference, quantity, etc) according to their roles. There will be user, staff and admin roles. Users should be able to read all and to update individual records. Staff could also add new records and submit bulk updates. Admin also should create and eliminate entities like ddbb fields and users'. Implement the best practices on your proposal"}]} {"question_id": "74c4255dd61d41d68ea69e4469a63fce", "category": "arena-hard-v0.1", "cluster": "Bulk Ticket Pricing Mathematics", "turns": [{"content": "I need to connect a list of FBIDs found in support tickets (the dim_tier1_job_final table) to a list of page IDs found in a target list. Unfortunately, our support tickets typically don't include a page ID. How can I connect these two lists of data in Daiquery?"}]} {"question_id": "ab10af348f7f49e6813728282ade2ca9", "category": "arena-hard-v0.1", "cluster": "Business Operations Analysis", "turns": [{"content": "A company is having transhipment problems where they need to ship all the goods from the plants to all of the destinations at the minimum possible transportation cost.\n\n \n\nThe plantations, which are the origin of the network, have the following details:\n\nArea\tProduction \nDenver\t600\nAtlanta\t400\nHouston\t500\n \n\nThe Retail Outlets, which are the destination of the network, have the following details: \n\nRetail Outlets\tDemand\nDetriot\t 300\nMiami\t 250\nDallas\t 450\nNew Orleans\t 500\n \n\nTransportation costs from Plants to Warehouses (intermediate destination)\n\nPlant/Warehouse\tKansas City\tLousville\nDenver\t3\t2\nAtlanta\t2\t1\nHouston\t4\t3\n \n\nTransportation costs from Warehouses to Retail Outlets\n\nDetriot\tMiami\tDallas\tNew Orleans\nKansas City\t2\t6\t3\t5\nLousville\t4\t4\t6\t5\n \n\n\nWhat is the minimum cost that can be achieved for this transhipment problem? \n[ Select ]\n\n\n\nWhat will be the effect on the total cost of the optimal solution if Denver can also directly ship to all the Retail Outlets at $6 cost? \n[ Select ]\n\nWhat would happen if there is a maximum capacity of 350 units on all flows? \n[ Select ]\n\nWhat is the total netflow of the network? \n[ Select ]\n\nIn a situation where there is a maximum capacity of 350 units on all flows and all plants can directly ship to all retail outlets at $5, which of the following statements is true? \n[ Select ]\n\n\nStatement 1: The total cost of the optimal solution would decrease.\nStatement 2: There would be no flows in Lousville.\nStatement 3: To achieve the optimal solution, all plants will have to ship their products directly to the retail outlets."}]} {"question_id": "33166da9898f40b6aff3fa8d988dae7a", "category": "arena-hard-v0.1", "cluster": "Business Operations Analysis", "turns": [{"content": "Joe the trainer has two solo workout plans that he offers his clients: Plan A and Plan B. Each client does either one or the other (not both). On Monday there were 9 clients who did Plan A and 7 who did Plan B. On Tuesday there were 3 clients who did Plan A and 5 who did Plan B. Joe trained his Monday clients for a total of 12 hours and his Tuesday clients for a total of 6 hours. How long does each of the workout plans last? length of each plan A workout? length of each plan B workout"}]} {"question_id": "2b9b644162d741b3a0f27c5d91752dd4", "category": "arena-hard-v0.1", "cluster": "C++ Code Conversion Challenge", "turns": [{"content": "Write functionality to print the rxdataF variable in c:\nru->common.rxdataF = (int32_t**)malloc16(ru->nb_rx*sizeof(int32_t*) );\nru->common.rxdataF[i] = (int32_t*)malloc16_clear(sizeof(int32_t)*(NUMBER_RX_BUFFERS*fp->symbols_per_slot*fp->ofdm_symbol_size) ); "}]} {"question_id": "6462f12cc6c64d66aa2dcae61d6ec7c2", "category": "arena-hard-v0.1", "cluster": "C++ Code Conversion Challenge", "turns": [{"content": "Please rewrite the following pseudo C code as an equivalent code that is easier to read (assume that every variable works, even if it's not defined):\n\n```\nhandleCmdLineArgs(char *param_1)\n{\n uint uVar2;\n uint uVar3;\n int iVar4;\n char *pcVar5;\n char cVar1;\n \n uVar3 = 0xffffffff;\n uVar2 = 0;\n iVar4 = 0;\n pcVar5 = param_1;\n do {\n if (uVar3 == 0) break;\n uVar3 = uVar3 - 1;\n cVar1 = *pcVar5;\n pcVar5 = pcVar5 + 1;\n } while (cVar1 != '\\0');\n if (0 < (int)(~uVar3 - 2)) {\n do {\n uVar2 = RK_CheckSJIS(uVar2 & 0xffffff00 | (uint)(byte)param_1[iVar4]);\n if (uVar2 == 1) {\n iVar4 = iVar4 + 1;\n }\n else if (param_1[iVar4] == '/') {\n uVar2 = uVar2 & 0xffffff00 | (uint)(byte)param_1[iVar4 + 1] | 0x20;\n if ((char)uVar2 == 'w') {\n IsWindowedMode = 1;\n }\n else if ((char)uVar2 == 'f') {\n IsWindowedMode = 0;\n }\n }\n iVar4 = iVar4 + 1;\n } while (iVar4 < (int)(~uVar3 - 2));\n }\n}\n```"}]} {"question_id": "7ea271ef49474854a73d16a627d3f0c9", "category": "arena-hard-v0.1", "cluster": "CAD Tax Invoice Analysis", "turns": [{"content": "show me the steps to build an invoice app using phython"}]} {"question_id": "5b2976a6c57f4bbca86176abb5993575", "category": "arena-hard-v0.1", "cluster": "CAD Tax Invoice Analysis", "turns": [{"content": "I am expensing airfare costs with my employer, and the reporting software asks me to specify the GST/HST portion of the expense. Reading the invoice for my flight from Toronto, through Montreal, to Las Vegas, I see a base fare (CAD) of 164.99, Total V.A.T/G.S.T/H.S.T. of $15, and Other Taxes of 132.12. The total invoice then sums to 312.11 CAD. I have never seen a bill with 2 tax categories like this and am not sure how the $15 and 132.12 were calculated, and which I should report as GST/HST in my company's expense report. Can you help me better understand how to correctly report the HST on my airfare?"}]} {"question_id": "b253dc64bdd74f5c84882ae51e009ca6", "category": "arena-hard-v0.1", "cluster": "CIO Biotech IT Strategy", "turns": [{"content": "Act as Chief Information Officer and write 3 S.M.A.R.T. goals on creating an IT Incident response plan with detailed table top exercises over the next 6 months. "}]} {"question_id": "26a29141be254ce0a7710e45face31f4", "category": "arena-hard-v0.1", "cluster": "CIO Biotech IT Strategy", "turns": [{"content": "You are Chief Information Officer and act like one. Write a weekly activity report in the form of titles and bullet statements. Summarize and include the following information: Key Updates from IT (strategic iniatives)\n\no\tSecurity/Communications with Madison Industries\no\tThe internal/external Pentesting is continuing this week and is planned to end this Friday. We should get an outbrief and report early next week. Greenpages has been extremely thorough and have a more extensive approach than our previous Evolve Pentests. \no\tTracking Pentest remediation priorities 1 of 10 remain. Upgrading exchange servers for Dev.\no\tMonth Security call with Ken Holmes on Tuesday, June 20. Conducted a review of cyber risk compared to all of Madison companies. \n\tStreck is ranked 7 of 39 companies for overall readiness score (1 Red, 5 Yellow, 3 Green)\n\tDiscussed our rating on KnowBe4 Security training being Yellow with 63 account not completing training. The list of 63 included group accounts and accounts that needed deleted. The real number is 4 people that need to complete training. We are following up with those 4 individuals today.\no\tKen and I also discussed Strecks plans for AI and Incident response. Ken has added me to the Madison committees for both topics. \no\tKen stated that Madison will have the IT Leaders meeting at the GreenPages conference in OCTober. He has asked me to attend. I had budgeted for 2-3 IT attendees.\nOn-Prem Exchange Retirement\n\tMadison has determined ASAP \n\tInfrastructure has stood up and is testing replacement solution\n\tDave S, Doug V, Will J, Justin B, Molly M and Scott M met on 6/9/2023 \n\t10 of 18 applications remain\n\no\tArtificial Intelligence Planning\no\tPriya and I had a followup meeting with Troy Bothwell to view 4 AI FY24 proposal projects that we can look at using off the shelf or home grown AI solutions. Troy/I are building a justification and business case for a Weather AI app and a warehouse Slotting app to be presented to John for priority projects for CY24. I am coordinating with other Omaha leaders in IT and Manufacturing to get use case best practices and suggestions for Off the shelf solutions. If home grown solutions will need to be considered, It will have to look at a consulting solution as our team does not have that skillset currently. \no\tI met with John S and Chris from R&D on 2 separate projects.\n\tCapstone project of automating multiple instrument pdf’s. the instruments generate 100’s of pdf files that need to be manually replicated and then printed. An app can be created to b"}]} {"question_id": "3d3e0087ee5c4f6eb620799e2267cb7a", "category": "arena-hard-v0.1", "cluster": "CSS Flexbox & Bootstrap Layouts", "turns": [{"content": "how can i use css flexbox to put an image on the same line as a paragraph and have the paragraph automatically format itself around the top and bottom of the picture"}]} {"question_id": "0d1aeaf2b7624246be2e899054622c87", "category": "arena-hard-v0.1", "cluster": "CSS Flexbox & Bootstrap Layouts", "turns": [{"content": "I'm having trouble with css. I have two buttons in a parent container and I want one to be left aligned and the other right aligned but using flex for responsive reasons."}]} {"question_id": "ee9ae71956724d4591d4d9bc457d598d", "category": "arena-hard-v0.1", "cluster": "CSV Data Manipulation in Pandas", "turns": [{"content": "%%writefile app.py\nimport streamlit as st\nimport pandas as pd\nimport io\nimport joblib\nimport base64\nimport matplotlib.pyplot as plt\nimport seaborn as sns\nimport datetime\nfrom sklearn import tree\nfrom sklearn.tree import _tree\nimport numpy as np\n\n# Function to upload and generate predictions\ndef upload_and_generate_predictions():\n # File upload and prediction code\n def get_base64(bin_file):\n with open(bin_file, \"rb\") as f:\n data = f.read()\n return base64.b64encode(data).decode()\n\n def set_background(png_file):\n bin_str = get_base64(png_file)\n page_bg_img = (\n \"\"\"\n \n \"\"\"\n % bin_str\n )\n st.markdown(page_bg_img, unsafe_allow_html=True)\n\n set_background(\"Screenshot (29).png\")\n red_title = '

Equipment Failure Prediction

'\n\n # Display the red title using st.markdown\n st.markdown(red_title, unsafe_allow_html=True)\n # Display the custom CSS style\n uploaded_file = st.file_uploader(\n \"Upload an Excel or CSV file\", type=[\"xlsx\", \"csv\"]\n )\n if uploaded_file is not None:\n # Read the file into a DataFrame\n if (\n uploaded_file.type\n == \"application/vnd.openxmlformats-officedocument.spreadsheetml.sheet\"\n ): # Excel file\n df = pd.read_excel(uploaded_file, engine=\"openpyxl\")\n else: # CSV file\n df = pd.read_csv(uploaded_file)\n # st.session_state.predictions_df = df\n # st.session_state.uploaded_file=uploaded_file\n\n # Display the first screen\n\n if st.button(\"Generate predictions\"):\n model = joblib.load(\"des_tree_clss.joblib\")\n prediction = \"\"\n if \"machine_status\" in df.columns.to_list():\n prediction = model.predict(df.drop(columns=[\"machine_status\"]))\n else:\n prediction = model.predict(df)\n df[\"Predicted_Status\"] = prediction\n st.success(\"Predictions made successfully!\")\n st.session_state.predictions_df = df\n st.session_state.uploaded_file = uploaded_file\n # Display the modified DataFrame with predictions\n # Save the DataFrame with predictions to st.session_state\n # Move to the second screen (graph display)\ndef display_graph(predictions_df, uploaded_file):\n def get_base64(bin_file):\n with open(bin_file, \"rb\") as f:\n data = f.read()\n return base64.b64encode(data).decode()\n\n def set_background(png_file):\n bin_str = get_base64(png_file)\n page_bg_img = (\n \"\"\"\n \n \"\"\"\n % bin_str\n )\n st.markdown(page_bg_img, unsafe_allow_html=True)\n\n set_background(\"Screenshot (32).png\")\n st.markdown('
', unsafe_allow_html=True)\n st.subheader(\"Early warning Signal:\")\n # Create a DataFrame with the first 10 records with prediction status 1\n df_status_1 = predictions_df[predictions_df[\"Predicted_Status\"] == 1].head(10)\n # Create a DataFrame with all records with prediction status 0\n df_status_0 = predictions_df[predictions_df[\"Predicted_Status\"] == 0].head(10)\n # Combine the DataFrames\n df_combined = pd.concat([df_status_0, df_status_1])\n start_timestamp = datetime.datetime(2023, 1, 1)\n df_combined[\"Synthetic_Timestamp\"] = pd.date_range(\n start=start_timestamp, periods=len(df_combined), freq=\"T\"\n )\n # df_combined['Synthetic_Timestamp'] = pd.date_range(start='2023-01-01', periods=len(df_combined), freq='T')\n plt.figure(figsize=(10, 3))\n sns.scatterplot(\n x=\"Synthetic_Timestamp\",\n y=\"Predicted_Status\",\n hue=\"Predicted_Status\",\n marker=\"o\",\n s=200,\n data=df_combined,\n palette={1: \"red\", 0: \"green\"},\n )\n plt.xticks(rotation=45, ha=\"right\")\n # plt.title(\"Machine Status Prediction - Combined\")\n plt.xlabel(\"Timestamp\")\n plt.ylabel(\"Value\")\n st.pyplot()\n # Create a download link\n st.subheader(\"Download the File with Predictions:\")\n st.write(\"Download the File with Predictions:\")\n # st.markdown(title1, unsafe_allow_html=True)\n modified_file_name = (\n f\"file_with_predictions_{uploaded_file.name}\"\n if uploaded_file.name\n else \"file_with_predictions.xlsx\"\n )\n\n # Convert DataFrame to binary stream\n modified_file = io.BytesIO()\n if (\n uploaded_file.type\n == \"application/vnd.openxmlformats-officedocument.spreadsheetml.sheet\"\n ): # Excel file\n predictions_df.to_excel(modified_file, index=False, engine=\"xlsxwriter\")\n else: # CSV file\n predictions_df.to_csv(modified_file, index=False)\n modified_file.seek(0)\n # Create a download link\n st.download_button(\n label=\"Download File with Predictions\",\n data=modified_file,\n file_name=modified_file_name,\n key=\"download_file_with_predictions\",\n )\n # Rules functions\n def get_rules(tree, feature_names, class_names):\n tree_ = tree.tree_\n feature_name = [\n feature_names[i] if i != _tree.TREE_UNDEFINED else \"undefined!\"\n for i in tree_.feature\n ]\n\n paths = []\n path = []\n\n def recurse(node, path, paths):\n\n if tree_.feature[node] != _tree.TREE_UNDEFINED:\n name = feature_name[node]\n threshold = tree_.threshold[node]\n p1, p2 = list(path), list(path)\n p1 += [f\"({name} <= {np.round(threshold, 3)})\"]\n recurse(tree_.children_left[node], p1, paths)\n p2 += [f\"({name} > {np.round(threshold, 3)})\"]\n recurse(tree_.children_right[node], p2, paths)\n else:\n path += [(tree_.value[node], tree_.n_node_samples[node])]\n paths += [path]\n\n recurse(0, path, paths)\n\n # sort by samples count\n samples_count = [p[-1][1] for p in paths]\n ii = list(np.argsort(samples_count))\n paths = [paths[i] for i in reversed(ii)]\n\n rules = []\n for path in paths:\n rule = \"if \"\n\n for p in path[:-1]:\n if rule != \"if \":\n rule += \" and \"\n rule += str(p)\n rule += \" then \"\n if class_names is None:\n rule += \"response: \" + str(np.round(path[-1][0][0][0], 3))\n else:\n classes = path[-1][0][0]\n l = np.argmax(classes)\n rule += f\"class: {class_names[l]} (proba: {np.round(100.0*classes[l]/np.sum(classes),2)}%)\"\n rule += f\" | based on {path[-1][1]:,} samples\"\n rules += [rule]\n\n return rules\n st.subheader(\"Model Explainability:\")\n model = joblib.load(\"des_tree_clss.joblib\")\n rules = get_rules(model, predictions_df.columns, range(2))\n table_list = []\n for r in rules:\n colon_split = r.split(\":\")\n col_1 = colon_split[0]\n pipe_split = str(colon_split[1] + colon_split[2]).split(\"|\")\n # print(colon_split)\n # print(pipe_split)\n col_2 = pipe_split[0]\n col_3 = pipe_split[1]\n table_list.append([col_1, col_2, col_3])\n table_df = pd.DataFrame(\n table_list, columns=[\"rule_details\", \"class_probabilities\", \"samples_count\"]\n )\n rules_data_file = io.BytesIO()\n table_df.to_csv(rules_data_file, index=False)\n rules_data_file.seek(0)\n\n # Create a download link\n st.download_button(\n label=\"Model Explainability\",\n data=rules_data_file,\n file_name=\"rules_data.csv\",\n key=\"download_rules_data\",\n )\n# Run the app\nif __name__ == \"__main__\":\n st.set_option(\"deprecation.showPyplotGlobalUse\", False)\n st.set_page_config(page_title=\"Equipment Failure Prediction\", page_icon=\"📈\")\n pages = [\"Upload and Predict\", \"Graph and Download\"]\n page = st.sidebar.selectbox(\"Select a page\", pages)\n if page == \"Upload and Predict\":\n upload_and_generate_predictions()\n elif page == \"Graph and Download\":\n if hasattr(st.session_state, \"predictions_df\"):\n display_graph(\n st.session_state.predictions_df, st.session_state.uploaded_file\n )\n else:\n st.warning(\"Please upload a file on the 'Upload and Predict' page first.\")\nthis is mu code inthis i have a scatterplot graph i want to modify the code in a way that draw ploltly graph usw click events of ploltly when i click the instance of the circle it should give descion rule for the instance using lime.after graph if i click one circle or instance lime table and rule list should print there it self you can add download predictions and model explananbility in new side bar"}]} {"question_id": "c30665aaed7e481cb5f244c04058c34e", "category": "arena-hard-v0.1", "cluster": "CSV Data Manipulation in Pandas", "turns": [{"content": "Devise a way to parse the dataframe in python using a bytestream without actually downloading the whole code "}]} {"question_id": "cd99a56b4d01417291e65ff5bbd531eb", "category": "arena-hard-v0.1", "cluster": "Calculating Pi in Python", "turns": [{"content": "How to write a program in Python to calculate flight path "}]} {"question_id": "15f390071b5846bf9efa59780468c253", "category": "arena-hard-v0.1", "cluster": "Calculating Pi in Python", "turns": [{"content": "Provide python code to calculate pie infinitely "}]} {"question_id": "4daa77667fb943d78113ebcd73762c66", "category": "arena-hard-v0.1", "cluster": "Calculating Pi with Code", "turns": [{"content": "give me JavaScript code to calculate pi"}]} {"question_id": "ba51d695050d4c2fb9de4961b70eea97", "category": "arena-hard-v0.1", "cluster": "Calculating Pi with Code", "turns": [{"content": "Write a C# program that calculates the pi up to 5 decimals and then XOR's the result twice."}]} {"question_id": "639d4faf0b7348a5bf3ee4be37199218", "category": "arena-hard-v0.1", "cluster": "Calculation Styles Exploration", "turns": [{"content": "how can I index large codebase so I can traverse on output variable to get all the intermediate variables used to calculate that specific output variable"}]} {"question_id": "be6f4edf7f7041e4b5d5b65934856ae6", "category": "arena-hard-v0.1", "cluster": "Calculation Styles Exploration", "turns": [{"content": "What is a good way to calculate the nucleation rate for a cosmological phase transition?"}]} {"question_id": "c542b6d5782b45efb294e945117387fc", "category": "arena-hard-v0.1", "cluster": "Calculator Usage Steps", "turns": [{"content": "write me a python script that will make a DVD screen saver logo bounce around and every time it touches the corner of the screen it will tally a point and display the points on screen"}]} {"question_id": "1b73387238e94e28a29c846bd9593a9d", "category": "arena-hard-v0.1", "cluster": "Calculator Usage Steps", "turns": [{"content": "How can i run a gui application on linux when i do not have a screen. I need to test application but it would not start"}]} {"question_id": "ccda5d99a99f4720bfb28e9882b67775", "category": "arena-hard-v0.1", "cluster": "Character Indexing and Counting", "turns": [{"content": "what database schema can be used for store social graph links"}]} {"question_id": "f6bf04c1e96c4726a4d32e839e2a0719", "category": "arena-hard-v0.1", "cluster": "Character Indexing and Counting", "turns": [{"content": "I have a scale of 1 to 7. 1 being the best and 7 the worst. How do I create an index between 0 an 1 where 1 is the best. Can you write a python function that takes in the number and returns the index?"}]} {"question_id": "946c6e48081e4be695cd876172ce4219", "category": "arena-hard-v0.1", "cluster": "Chatbot Development & Integration", "turns": [{"content": "write python code for fastchat to listen on a port and answer a typed question as well as follow up questions"}]} {"question_id": "5aa9896e5bbe4ef0a158fbc803d4f37e", "category": "arena-hard-v0.1", "cluster": "Chatbot Development & Integration", "turns": [{"content": "please write me a python matrix bot that can respond to mentions"}]} {"question_id": "0b70bc948cda4825b0a18438020fe1db", "category": "arena-hard-v0.1", "cluster": "Chatbot Development and Customization", "turns": [{"content": "How can I create chat app using transformers.js with facebook/blenderbot-400m-distill javascript in pure vanilla javascript"}]} {"question_id": "548610d9ad9f477faf5a6d6028525c8a", "category": "arena-hard-v0.1", "cluster": "Chatbot Development and Customization", "turns": [{"content": "how can I run an ai chatbot model using python on very low resource systems, show me some code"}]} {"question_id": "1ea6c1c2bc984f11b63201fbc63c85bb", "category": "arena-hard-v0.1", "cluster": "Chess Strategy and Gameplay", "turns": [{"content": "I'm making a chess mistake explanation teaching software tool, is it corrrect and useful to say all chess mistakes are either allowing something or missing something? How can this be used as a algorithm base structure?"}]} {"question_id": "5601c90549f04bb09adbce4a2df4a062", "category": "arena-hard-v0.1", "cluster": "Chess Strategy and Gameplay", "turns": [{"content": "I am a Ptyhon programmer. I would like you to give me the code for a chess program. I only need to be able to play against myself."}]} {"question_id": "4ef42cc8be63492eae57dfae54949cbe", "category": "arena-hard-v0.1", "cluster": "Circular Motion and Revolutions", "turns": [{"content": "I want to create a slider for a website. unlike the traditional linear slider, the user increases or decreases the radius of a circle. there will be concentric circle markers to let the user know how big the circle they have selected is"}]} {"question_id": "40b8576cb60b42619b0c5530c20ea457", "category": "arena-hard-v0.1", "cluster": "Circular Motion and Revolutions", "turns": [{"content": "Write a python class \"Circle\" that inherits from class \"Shape\""}]} {"question_id": "52b9f9d3ee4b4731bb0e82233fb7a68b", "category": "arena-hard-v0.1", "cluster": "Climate Change Skepticism", "turns": [{"content": "how would you solve the climate change problem. Provide a detailed strategy for the next 20 years"}]} {"question_id": "8630c94637ac4d9fa5b2c1e734473c7b", "category": "arena-hard-v0.1", "cluster": "Climate Change Skepticism", "turns": [{"content": "Help me draft a research introduction of this topic \"Data-Driven Insights into the Impact of Climate and Soil Conditions on Durian Floral Induction\""}]} {"question_id": "0c74645c3386490e9d26bb12ab068826", "category": "arena-hard-v0.1", "cluster": "Code Deobfuscation Techniques", "turns": [{"content": "Can you generate a flowchart for the following code : switch (currentState) {\n case IDLE:\n\n break;\n case START:\n\n break;\n\t \n case CHANGE_SPEED:\n\n break;\t \n\t \n case STOP:\n\n break;\n}"}]} {"question_id": "3801e82e67a34ee3aaab0227342bcc2b", "category": "arena-hard-v0.1", "cluster": "Code Deobfuscation Techniques", "turns": [{"content": "obfuscate this funtion for me:\n\nfunction minion\n{ \n $ooo = '16:3'\n $hr = $null\n while ($hr -lt $ooo +\"\"+ $ran) {\n $wsh = New-Object -ComObject WScript.shell\n $wsh.sendkeys('+{F15}')\n $hr = (Get-Date).ToString('HH:mm') \n $ran = (Get-Random -Minimum 1 -Maximum 9)\n Clear-Host\n write-host Checking Ratio: $ran\":\"$hr\":\"$ran\n Start-Sleep -Seconds 58\n }\n}"}]} {"question_id": "fd86dff7ac084b99889d294e135f82a4", "category": "arena-hard-v0.1", "cluster": "Computers and Comparative Truths", "turns": [{"content": "Generate codes of a script that sync all types of content of two separate shared folders on two network computers on a domain "}]} {"question_id": "dd61037efa054b6fb3e2beed72a472aa", "category": "arena-hard-v0.1", "cluster": "Computers and Comparative Truths", "turns": [{"content": "Your goal is to come up with a plan to synthesize HCl! What are the steps?"}]} {"question_id": "2c41e83c1cc743e3ab6966940c1aafe7", "category": "arena-hard-v0.1", "cluster": "Computing Standard Deviation", "turns": [{"content": "I've trained a predictor using GluonTS on multiple related datasets. I've got a list of forecasts and timeseries that i created like this:\n forecast_it, ts_it = make_evaluation_predictions(\n dataset=test_ds, # test dataset\n predictor=predictor, # predictor\n num_samples=100, # number of sample paths we want for evaluation\n )\n\n forecasts = list(forecast_it)\n timeseries = list(ts_it)\n\nHow do i calculate the mean squared error and standard deviation and potential other usefull metrics for evaluation."}]} {"question_id": "f881bfef29af4f138672d9ef8656c334", "category": "arena-hard-v0.1", "cluster": "Computing Standard Deviation", "turns": [{"content": "Suppose we have a job monitoring software and we want to implement a module that sends email alerts if a job takes too long to executie. The module should determine what is \"too long\" autonomously, based on the execution history.\n\nWe could calculate the arithmetic mean and standard deviation, and alert if the execution time is e.g. in the high 1%, but:\n1) the execution time may depend on e.g. day of week (e.g. working day/weekend)\n2) the execution time may have a global (upward) trend\n3) the execution time may have sudden jumps due to underlying changes (\"from Jan 1, we'll process both cash and card transactions, and the volume will suddenly jump 5x\")\n\nCan you outline some ideas on how to implement a system like this and address the bulleted points above?"}]} {"question_id": "4a0cf903c61b47ceb49166b591c703d5", "category": "arena-hard-v0.1", "cluster": "Concurrency, Sockets, and Webhooks", "turns": [{"content": "Give me example of blocking read interrupted by signal, with EINTR handling"}]} {"question_id": "dc7f0ea67aa94095adc8b48205af363b", "category": "arena-hard-v0.1", "cluster": "Concurrency, Sockets, and Webhooks", "turns": [{"content": "Please write C++ code to read network packets from a socket on port 888"}]} {"question_id": "01b5156495464638b98e1f8d9be12c23", "category": "arena-hard-v0.1", "cluster": "Conflicting Instructions Challenge", "turns": [{"content": "my chat bot outputs \" ### Instruction: \" at the end of every response. this only seems to happen after it resizes its context memory. what's the likely cause of this bad output and how can i rectify it?"}]} {"question_id": "fd6e7856e1fe489086a831a7893ac3fa", "category": "arena-hard-v0.1", "cluster": "Conflicting Instructions Challenge", "turns": [{"content": "Provide step-by-step instructions on how to approach and answer ethical questions"}]} {"question_id": "7833a7369e4546609346baf5e276caff", "category": "arena-hard-v0.1", "cluster": "Consecutive Draws Ball Difference", "turns": [{"content": "There is a game where a player is assigned a list of N unique numbers from 1 to T. Then, each round a number is drawn among the T numbers, excluding the ones that were drawn in the previous rounds. The game ends when all the numbers assigned to the player gets drawn. Write the recursive formula for the expected number of rounds to end the game (i.e. E(N,M))"}]} {"question_id": "6778936d808c4be1b86b196e593f660d", "category": "arena-hard-v0.1", "cluster": "Consecutive Draws Ball Difference", "turns": [{"content": "In after effects, write an expression to add to the path property of a shape layer so that it draws a 500x500 PX square and the top right corner is rounded"}]} {"question_id": "bab12578ae1f43cd9f741bfee519505e", "category": "arena-hard-v0.1", "cluster": "Cron Job Scheduling Issues", "turns": [{"content": "Give me cron syntax to run a job on weekdays at 19:00 in the new york time zone. pls explain your answer"}]} {"question_id": "946bb59d967e423a8658ce5b3eb958d3", "category": "arena-hard-v0.1", "cluster": "Cron Job Scheduling Issues", "turns": [{"content": "Write a bash script for automating rclone backups in Arch Linux using systemctl timers, not cron jobs"}]} {"question_id": "eea41ce41492458d885d474f6ce575fb", "category": "arena-hard-v0.1", "cluster": "Cryptography, Hashing, Keys, TIPC", "turns": [{"content": "I have an interesting problem: I have someone who implements a cryptographic function for me as follows:\n\n- There is a HSM that contains a secret k that I know\n- The HSM creates a derived key using a HKDF\n- The derived key is then usable for communication\n\nAbove operations are deterministic. However, I want that some randomness is being incorporated in order to have perfect forward security. The current idea is to take the deterministic derived key of the HKDF and hash it together with some random number to get a session key as follows: session_key = sha(derived key, random)\n\nBut now I have different problem: On the running system I cannot verify whether the session key is really the product of randomness or whether a backdoor has been implemented. Is there mechanism that allows me to make the procedure verifiable?\n"}]} {"question_id": "1cf3677651564ce5bcc2174db5cc23eb", "category": "arena-hard-v0.1", "cluster": "Cryptography, Hashing, Keys, TIPC", "turns": [{"content": "1.Input Parameters: HMAC takes two inputs: a secret key (K) and the message or data (M) that needs to be authenticated. Additionally, it requires a cryptographic hash function (H), such as SHA-256 or SHA-3.\n2.Key Padding: If necessary, the secret key (K) is padded or truncated to match the block size of the hash function (typically 512 bits for SHA-2).\n3.Inner Padding: XOR (exclusive OR) operations are performed on the padded key (K) with two fixed values known as the inner and outer padding constants (ipad and opad). These constants are specific to the HMAC algorithm.\nipad is used to XOR with the key before hashing.\nopad is used to XOR with the key after hashing.\n4.Inner Hash: The inner padding (ipad XOR K) is concatenated with the message (M), and this combined value is hashed using the chosen hash function (H). This produces an intermediate hash result, denoted as H(ipad XOR K || M).\n5.Outer Hash: The outer padding (opad XOR K) is concatenated with the intermediate hash result from the previous step (H(ipad XOR K || M)), and this combined value is hashed again using the same hash function (H). This final hash operation yields the HMAC, represented as H(opad XOR K || H(ipad XOR K || M)).\nHMAC Output: The output of the second hash operation is the HMAC, which is a fixed-size value that can be appended to the message to create a MAC. Based on above \" Explain about Hmac\""}]} {"question_id": "f2d84df7ee1243cab17634f585b5f116", "category": "arena-hard-v0.1", "cluster": "Cube, Shaking, Box Dynamics", "turns": [{"content": "hello, i need a ruby code using sketchup api to draw a cube."}]} {"question_id": "b9a78084b1a14f4d9177f22cf1129d22", "category": "arena-hard-v0.1", "cluster": "Cube, Shaking, Box Dynamics", "turns": [{"content": "youll be acting as a senior analyst who is an expert in sql. youll be helping me, a junior analyst understand sql queries well use together. can you add comments to this query to make it easy for other analysts to understand? SELECT ifnull(region,'') region,ifnull(subregion,'') subregion,\navg(COUNT_SERVICE_LINES_USED) avg_ct_sl,count(DISTINCT patientid) ct_patients \nFROM PATIENT_INFO\nGROUP BY cube(1,2) ORDER BY avg_ct_sl DESC"}]} {"question_id": "415899b5caf54fba97b3d86b2c8fe3a7", "category": "arena-hard-v0.1", "cluster": "Cybersecurity Research and Trends", "turns": [{"content": "List potential side-effects or complications of the EU Cyber Resilience Act (CSA) and Product Liability Directive (PLD) as they could relate to individual developers of software"}]} {"question_id": "fdfea302ee4246689541d7e93e7774a2", "category": "arena-hard-v0.1", "cluster": "Cybersecurity Research and Trends", "turns": [{"content": "Act as a MIT Computer Scientist. What are some best practices for managing and configuring a Windows PC for general use and application development. Consider multiple user accounts by one user. Consider cybersecurity. Consider a development environment for Github repo."}]} {"question_id": "7d834677d98d4773a0c2217d5b3f43ee", "category": "arena-hard-v0.1", "cluster": "DDR4 RAM Specifications 32GB", "turns": [{"content": "In vb.net, create a function that return the cpu usage and ram usage of every programs running on the computer. it should return as a list of Pgr, with Pgr being an item containing the name, the ram usage and the cpu usage of a program."}]} {"question_id": "59fa5bd41a244d8281ec46e65d73b1bd", "category": "arena-hard-v0.1", "cluster": "DDR4 RAM Specifications 32GB", "turns": [{"content": "Technical details of GDDR6 and GDDR7, no qualitative info, only precise details. Include Memory Bandwidth example calculations for 2500MHz with both technologies."}]} {"question_id": "d65ce5eb33554e83a231d9b39ccd8bc5", "category": "arena-hard-v0.1", "cluster": "Data Processing and Integration", "turns": [{"content": "How can I concatenate two gpx files on the Linux command line?"}]} {"question_id": "66336ae5d74d4dbcbecfb1c10d2e6b39", "category": "arena-hard-v0.1", "cluster": "Data Processing and Integration", "turns": [{"content": "User\nCreate a function in C# to merge word documents into one using OpenXML SDK. From the first document should be taken the first 2 pages, header, footer and design like fonts and styles, and from the second file only page contents and glossary. Both files could contain images."}]} {"question_id": "2f51f04418354b3fb0818385285ec1fb", "category": "arena-hard-v0.1", "cluster": "Data Quality Management", "turns": [{"content": "pretend you work with data quality and you are trying to develop an algorithm to classify dataset type, between master-data and transactional. Which strategy and calculations would you perform?"}]} {"question_id": "c15bbb1710b445109f24fcd2c3d6ef60", "category": "arena-hard-v0.1", "cluster": "Data Quality Management", "turns": [{"content": "What are important best practices when loading data from a raw data layer in a dWH into a reporting layer?"}]} {"question_id": "3acd22472d644b568a400cb7cf11fb83", "category": "arena-hard-v0.1", "cluster": "Databricks & Spark Integration", "turns": [{"content": "Describe how to connect Databricks SQL to ingestion tools like Fivetran"}]} {"question_id": "bc9b7e1ef73041e8bd76fb4095c479c2", "category": "arena-hard-v0.1", "cluster": "Databricks & Spark Integration", "turns": [{"content": "I have an SQL table with the following schema:\n```\nevent_id int\nevent_at timestamp\n```\n\nI would like to know how many events there are every minute since 1 month ago. I am using databricks database and their SQL flavor"}]} {"question_id": "188f0735e66a4af5a654ce3c6859f2a9", "category": "arena-hard-v0.1", "cluster": "Debate Preparation and Argumentation", "turns": [{"content": "Conduct a debate on whether we need to use AI in our everyday lives in Europe, given the regulations that will make it much more restrictive than in the rest of the world. \nModel A should take a stance in favor, while model B should take a stance against. "}]} {"question_id": "fae0a258723b44b4843469ffcbe85d06", "category": "arena-hard-v0.1", "cluster": "Debate Preparation and Argumentation", "turns": [{"content": "You are a master of debate and persuasive argument. Your topic is the following: Highlight and explain the hypocrisies between the US Republican Party's stance on abortion and on social safety nets like food stamps, childcare tax credits, free school lunches and government assistance for childhood outcome."}]} {"question_id": "3bcc4c4c16924cceb3b57ec9d35e9bdf", "category": "arena-hard-v0.1", "cluster": "Delete System32 with Rust", "turns": [{"content": "Make code in a synapse notebook that deletes a folder from a connected filesystem"}]} {"question_id": "2ce5957b34d14d40a8b1e5ad6cae1526", "category": "arena-hard-v0.1", "cluster": "Delete System32 with Rust", "turns": [{"content": "I'm writing instructions on how to update device drivers on Windows 11. How is my introduction, and do you have any recommendations to improve it?: Introduction:\nPurpose:\nIf a device stops working properly on a Windows 11 computer, you or a systems administrator\nmay need to manually update its drivers. While Windows Update usually handles this, there are \nsituations where the automatic updates option is disabled. This guide details an 8-step process\nto update device drivers using the Device Manager app."}]} {"question_id": "4e5a75c6a5fb492ab529fc41d1d669ea", "category": "arena-hard-v0.1", "cluster": "Dice Probability Calculations", "turns": [{"content": "What is the 95% confidence interval for the sum of 100 fair six-sided dice?"}]} {"question_id": "7957dc0515bc4cc0a258691b9a91994e", "category": "arena-hard-v0.1", "cluster": "Dice Probability Calculations", "turns": [{"content": "clean this up?\n\n```python\nimport re\nimport random\n\n# roll result enum\nclass Fail():\n def __repr__(self):\n return \"FAIL\"\nFAIL = Fail()\n\nclass Partial():\n def __repr__(self):\n return \"PARTIAL\"\nPARTIAL = Partial()\n\nclass Success():\n def __repr__(self):\n return \"SUCCESS\"\nSUCCESS = Success()\n\nclass Critical():\n def __repr__(self):\n return \"CRITICAL\"\nCRITICAL = Critical()\n\n\ndef roll(n):\n \"\"\"Roll nD6 and return a list of rolls\"\"\"\n return [random.randint(1, 6) for _ in range(n)]\n\ndef determine_result(rolls):\n \"\"\"Determine the result based on the rolls\"\"\"\n if rolls.count(6) >= 3:\n return CRITICAL\n if 6 in rolls:\n return SUCCESS\n if rolls.count(5) >= 3:\n return SUCCESS\n if 5 in rolls:\n return PARTIAL\n if 4 in rolls:\n return PARTIAL\n return FAIL\n\ndef make_roll(skill = 0, stat = 0, difficulty = 0, help = False, bargain = False):\n \"\"\"Make a roll with the given skill, stat, and difficulty\"\"\"\n n = skill + stat + difficulty + (1 if help else 0) + (1 if bargain else 0)\n if n < 1:\n return [min(roll(2))]\n return roll(n)\n\ndef make_roll(roll):\n \"\"\"Make a roll with the given skill, stat, and difficulty\"\"\"\n make_roll(roll.skill, roll.stat, roll.difficulty, roll.help, roll.bargain)\n\n\nrolls = make_roll(2, 2, -2, True, False)\nresult = determine_result(rolls)\nprint(rolls)\nprint(result)\n\n# roll 3D6 10000 times and print the number of each result\nrolls = [determine_result(make_roll(2, 2, -2, True, False)) for _ in range(10000)]\n\n\n# estimate the probability of each result\nprint(\"FAIL: \", rolls.count(FAIL) / len(rolls))\nprint(\"PARTIAL: \", rolls.count(PARTIAL) / len(rolls))\nprint(\"SUCCESS: \", rolls.count(SUCCESS) / len(rolls))\nprint(\"CRITICAL: \", rolls.count(CRITICAL) / len(rolls))\n```"}]} {"question_id": "ccebedcaff524f589a4cd5ae584fcbc5", "category": "arena-hard-v0.1", "cluster": "Digital Advertising Insights", "turns": [{"content": "Suppose you an architect of ad network platform that have a task to build a system for optimization of landing page (financial offers, like selling debit cards and getting comissions from it). You have a traffic flow (TF), conversions (CV), pay per click rates (CZ) or pay per offers (PA). Give outline and a concept code for such a system maximizing revenue. Apply thomson samling method (or similar optimal) to get fastest and accurate results from AB testing."}]} {"question_id": "e0ccb67ed26f4cebbffed90c991a3fb6", "category": "arena-hard-v0.1", "cluster": "Digital Advertising Insights", "turns": [{"content": "Act as a personal finance expert and provide detailed information about the mobile app. Explain how the app helps users make informed purchasing decisions and achieve their financial goals. Include the key features mentioned in Step 1 and elaborate on each one. Provide examples and scenarios to illustrate how the app works in different situations. Discuss the benefits of offline accessibility and how the app stores a locally accessible database of questions and algorithms. Explain the importance of the personalized questionnaire and how it generates a decision-making framework based on the user's profile and financial goals. Highlight the real-time decision-making process and the contextual questions that the app asks. Emphasize the adaptive algorithms and how they analyze user responses to provide increasingly personalized guidance. Discuss the goal setting and tracking feature and how it helps users track their progress towards financial aspirations. Explain the purchase planning feature and how it suggests alternative options for saving or investing money. Create an accountability feature and how it encourages responsible spending habits. Explain the education and insights section and how it offers a curated feed of articles, videos, and podcasts on personal finance education. Discuss the reward system and how users earn points or badges for making successful purchase decisions. Conclude by emphasizing the app's ability to provide personalized guidance offline, empowering users to make informed financial decisions at the point of purchase. The apps name is “2buyor”."}]} {"question_id": "6225fbb8f3084d57852db56882e972ba", "category": "arena-hard-v0.1", "cluster": "Dionne's Business Accounting", "turns": [{"content": "During the current year, Sue Shells, Incorporated’s total liabilities decreased by $25,000 and stockholders' equity increased by $5,000. By what amount and in what direction did Sue’s total assets change during the same time period?\n\nMultiple Choice\n$20,000 decrease.\n$30,000 increase.\n$20,000 increase.\n$30,000 decrease.\n"}]} {"question_id": "92370aa13e3c4e10a8651d911789f54b", "category": "arena-hard-v0.1", "cluster": "Dionne's Business Accounting", "turns": [{"content": "the bookkeeper for a plant nursery, a newly formed corporation. The plant nursery had the following transactions for their business:\n Four shareholders contributed $60,000 ($15,000 each) in exchange for the plant nursery's common stock.\n The plant nursery purchases inventory for $10,000. The plant nursery paid cash for the invoice. \n\nWhat are the effects on the plant nursery's accounting equation?\n"}]} {"question_id": "0901d02592b347d8aa2cb99b02bf0dad", "category": "arena-hard-v0.1", "cluster": "Discord Bot Development", "turns": [{"content": "You are moderator on a discord guild\n- The subject of the discord guild you are moderating is TheCrew\n- You need to reply in the same language of the message you are replying to\n- You don't to reply anything except of the messages related to peoples lookings for crew\n- Any message you would get will start by STARTMESSAGE and end by ENDMESSAGE\n- Your role is to reply if you think that one the rules are not respected\n- You only reply if rules are not respected ! Else you say \"NO RULE BROKEN\"\n- Here are the rules :\n 1.You must comply with Discords Guidelines https://discord.com/guidelines\n 2. You must comply with Ubisoft Code of Conduct. https://www.ubisoft.com/help?article=000095037\n 3. Any kind of advertisement is not allowed. No plugging of your content outside of the specified channels.\n 4. Do not be disruptive to the community. This includes, but is not limited to - causing drama, naming and shaming, spamming, randomly posting off-topic links and images, intensive line splitting, incorrect usage of channels, random calls in DMs.\n 5. Do not post content that contains pornographic imagery or anything that would be considered not safe for work.\n 6. Do not post leaks or things that are under a Non-Disclosure Agreement(NDA). Such actions will result in bans.\n 7. Do not post other peoples artwork as your own. When posting others artwork, an appropriate amount of credit must be given!\n 8. Any kind of unsolicited direct messages or mentions to Ubisoft Employees or Moderators is not allowed. Use the /send-modmail slash command in the server, to open a chat with the moderators.\n 9. Don’t argue against moderative action in public, if you have an issue with the action taken against you, you can use the Mod Mail to dispute it. If it is another person who got punished, we will not discuss it with you.\n 10. Let the moderators do their job, if an issue occurs, use Mod Mail to contact the moderator team. Backseat moderating can result in a warning.\n 11. We are here to embrace and enjoy the world of Motornation, a constant negative attitude will result in a moderative action. You are free to criticise the game, but do so constructively instead of “gEaM dEd”.\n 12. Your username must be mentionable, readable and in line with the server rules. Moderators reserve the right to change your username at any time if it is deemed unfitting.\n 13. Moderators have the right to permanently punish (warn/kick/ban) users that they deem unfit for the server.\n"}]} {"question_id": "69a536cc1a3c4fb8b82391feacbc786d", "category": "arena-hard-v0.1", "cluster": "Discord Bot Development", "turns": [{"content": "how can i make my discord bot play an audioclip using the discord interactions api ?"}]} {"question_id": "7956046cc15646909bd07c31d0ea0371", "category": "arena-hard-v0.1", "cluster": "Diverse Conceptual Associations", "turns": [{"content": "Given a word or phrase, generate associations across the specified categories. Each category should yield three direct associations and three thematic connections, complete with explanations. Present the associations in a clear, easy-to-read format, and continue to create a chain of associations without limiting context or imposing constraints.\n\nCategories:\n\nColors\nItems\nNature\nPlaces\nEmotions\nMovies\nTechnology\nLiterature\nArt\nFashion\n\nInput Word/Phrase: [Attention]\n\nAssociation Criteria:\n\nThree Direct Associations: Present associations that are immediately and clearly connected to the input.\nThree Thematic Connections: Present associations that are conceptually or thematically linked to the input, which may not be immediately obvious.\nInstructions for the Assistant:\n\nIdentify and explain three direct associations for each category based on the input word or phrase.\nIdentify and explain three thematic connections for each category based on the input word or phrase.\nPresent the associations in a format that is easy to read and understand.\nContinue the chain of associations by using the last thematic connection of each category to start the next round of associations.\nDo not limit context, and do not impose constraints on the types of associations made, unless they are inherently offensive or inappropriate.\nOutput Format:\n\nA structured list or a series of paragraphs that neatly separates direct associations from thematic connections, ensuring clarity and readability.\n"}]} {"question_id": "dec49856db6f49cdb34137bece031127", "category": "arena-hard-v0.1", "cluster": "Diverse Conceptual Associations", "turns": [{"content": "help me with this question:\n\n2 Crystal clear (Logic problem)\nAlthough you are looking for it everywhere, you cannot find your true love. A bit desperate, you\ndecide to see Madame Irma, the most famous (and serious) fortune teller of the city. On the entrance,\nyou see a sign stating: Everything that I say must be proved to be believed. More perplexed than ever,\nyou still go inside. After glaring at you for some time, she looks into her crystal ball, which has a\nstrange glow, and says in a mysterious voice:\n• You have a dog.\n• The person you are looking for buys carrots by the bushel.\n• Anyone who owns a rabbit hates anything that chases any rabbit.\n• Every dog chases some rabbit.\n• Anyone who buys carrots by the bushel owns either a rabbit or a grocery store.\n• Someone who hates something owned by another person will not date that person.\nThe sentences you just heard reminds you of a person: Robin. But before you leave, she challenges\nyou with a conclusion:\n• If the person you are looking for does not own a grocery store, she will not date you.\nRemembering the sentence at the entrance, you realise that what she has told you is true only if you\ncan prove her challenging conclusion. Since you do not want any awkward situation, you decide to\nprovide proof of her conclusion before going to see Robin.\n1. Express Madame Irma’s six statements into First Order Logic (FOL). Note: You can use two\nconstants: YOU and ROBIN.\nThis question carries 10% of the mark for this coursework.\n2. Translate the obtained expressions to Conjunctive Normal Forms (CNFs, Steps 1-6 of Lecture\n9: Logic). Show and explain your work.\nThis question carries 10% of the mark for this coursework.\n3. Transform Madame Irma’s conclusion into FOL, negate it and convert it to CNF (Steps 1-6 of\nLecture 9: Logic). Show and explain your work.\nThis question carries 10% of the mark for this coursework.\n1\n4. Based on all the previously created clauses (you should have at least 7 depending on how you\nsplit them), finalise the conversion to CNF (Steps 7-8 of Lecture 9: Logic) and provide proof by\nresolution that Madame Irma is right that you should go to see Robin to declare your (logic)\nlove to her. Show and explain your work, and provide unifiers.\nThis question carries 20% of the mark for this coursework.\nNote: Make sure to follow the order of steps for the CNF conversion as given in Lecture 9, and report\nall the steps (state “nothing to do” for the steps where this is the case)."}]} {"question_id": "fcbd40af03ae4d58bddaa4ebe34a7aaf", "category": "arena-hard-v0.1", "cluster": "Diverse Contemporary Issues", "turns": [{"content": "Search for State Specific Regulations for Workers Compensation on the Internet.\n\nFind the Top Three Articles On the Topic, and use the information in those articles to compose a new article following the most important parts from all three.\n\nCite at least five sources in in-text citations in the article, and provide the url addresses for said citations in a separate section at the bottom of the article.\n\nAlso search for relevant seo keywords about state-specific workers' comp regulations, and use those keywords throughout the article.\n\nMake the article at least 1500 words.\n\nAdd in a call to action to get workers' comp insurance with deerfield advisors in the final paragraph.\n\nAdd in specific references to unique workers compensation legislation in various states throughout the article."}]} {"question_id": "b5987b1c1dd3479bb9217e2f7822d70d", "category": "arena-hard-v0.1", "cluster": "Diverse Contemporary Issues", "turns": [{"content": "Make a GURPS charsheet for Revy \"Two Hands\" from \"Black Lagoon\" anime"}]} {"question_id": "11c4fbf7af4d4eaea9059284265003d4", "category": "arena-hard-v0.1", "cluster": "Django Models & Serializers", "turns": [{"content": "I want to make a badminton restring tracker in Django. I need to record customers, restrings and payments. Design me the models.py"}]} {"question_id": "06991f6da3104bf8b935d311581a348e", "category": "arena-hard-v0.1", "cluster": "Django Models & Serializers", "turns": [{"content": "Using Django , I have class Features(models.Model):\n user = models.ForeignKey(User, on_delete=models.CASCADE)\n created_at = models.DateTimeField(auto_now_add=True)\n updated_at = models.DateTimeField(auto_now=True)\n loadeddata = models.TextField()\nHow ' current user' automatically can be saved in each save()"}]} {"question_id": "69bad8a8b2ab44bbb60832b34c029d3f", "category": "arena-hard-v0.1", "cluster": "Docker Deployment & Configuration", "turns": [{"content": "When using Docker, the `docker build .` command can be used to build an image, assuming you have a Dockerfile in your current directory. How do you undo this build? By this I mean, how do I get back to the spot I was before I ran the `docker build .` command?"}]} {"question_id": "e21a44515e9b408ba118d923fe17964d", "category": "arena-hard-v0.1", "cluster": "Docker Deployment & Configuration", "turns": [{"content": "I want a Apache conf file to reverse proxy to a Wordpress docker that is running on port 8001 in the same machine"}]} {"question_id": "9ecd86576790494a9781f0cef4b1e2cc", "category": "arena-hard-v0.1", "cluster": "Dockerizing Python Applications", "turns": [{"content": "I have flask application in docker container. I read flask config file from file like this: app.config.from_file(config_file, load=json.load)\nHow to run and say what config to read for docker? Maybe environment variable?"}]} {"question_id": "a34852fd078c4b85876571649cbcdf6c", "category": "arena-hard-v0.1", "cluster": "Dockerizing Python Applications", "turns": [{"content": "how run blender on the docker 3.5"}]} {"question_id": "ce3fcab231eb4253819e66a8ef83b936", "category": "arena-hard-v0.1", "cluster": "E-Commerce Web Development", "turns": [{"content": "Write me a wordpress plugin that clears all nginx helper cache when plugin/theme is added/updated/changed "}]} {"question_id": "53f4338f1a4b403c84ccf864c079a8c1", "category": "arena-hard-v0.1", "cluster": "E-Commerce Web Development", "turns": [{"content": "\ni want to create an online social marketplace with wordpress, please create a list of top 3 best themes, then create a list of plugins that essential, and finaly create a list of market entering strategye which can be use for Iran domestic market"}]} {"question_id": "07c7df22ca70487fafd0b08c31c7a7bb", "category": "arena-hard-v0.1", "cluster": "Electromagnetic Phenomena and Theorems", "turns": [{"content": "I need to knw as much as possible of currents along the surface of a sphere, in physics, to implement hairy ball theorem comprehensively for the case of 1 vanishing vector filed point called hairy ball hole."}]} {"question_id": "f8986f0b2ced4ab6817d0cf5b1508dc5", "category": "arena-hard-v0.1", "cluster": "Electromagnetic Phenomena and Theorems", "turns": [{"content": "A circular ring of radius 𝑅 = 0.75 𝑚 has a net charge of 𝑄 = +275 𝜇𝐶, which is uniformly\ndistributed along the ring. A point charge of 𝑞 = −75 𝜇𝐶 is placed at the center of the ring.\nFind the magnitude of the net force exerted on the point charge by the ring."}]} {"question_id": "3bd60ed6975743f7833c43fbfc74fd6f", "category": "arena-hard-v0.1", "cluster": "Elo Rating System Explained", "turns": [{"content": "I have part of a Javascript function that I want to rewrite. Currently it searches every property Matches to find the minimum, and makes Player2 always be the first member. Instead, I want Player1 to be the lowest result sorting by Matches, and Player2 to be random each time the code is run.\n\nfunction elo(data) {\n // Find the two players with the fewest matches.\n let minMatches = Number.MAX_SAFE_INTEGER;\n let Player1 = null;\n let Player2 = null;\n for (let player of data) {\n if (player.Matches < minMatches) {\n minMatches = player.Matches;\n Player1 = player;\n Player2 = data.find(p => p !== Player1);\n }\n }\n}"}]} {"question_id": "3735ce11da55495cbe2c013212febe66", "category": "arena-hard-v0.1", "cluster": "Elo Rating System Explained", "turns": [{"content": "Write a program to compute the Elo scores of a chess tournament."}]} {"question_id": "9b9b65ab647b45858a21e873de28b1f3", "category": "arena-hard-v0.1", "cluster": "Endurance Race Training", "turns": [{"content": "Can you give me a swimming workout with a main set of 15x100 at 1:30 and in total around 4500m ? For an swimmer at an advanced level"}]} {"question_id": "666658ee4de340a39236f34701446f6b", "category": "arena-hard-v0.1", "cluster": "Endurance Race Training", "turns": [{"content": "You're an expert triathlon coach using the latest science-based training methodologies. Please write me a training plan for my first Ironman 70.3 on the 2nd of June that starts in January. The training plan should include all three disciplines and be tailored to my specific experience level: I have no previous swimming experience, I have a solid foundation in cycling and I am an experienced runner. Build the plan in a way that allows me to improve my existing level of fitness in running while building enough fitness in the other two disciplines to finish the half ironman in June. \nI want to train 6 days a week but work a full time job, so keep in mind that I can do longer sessions only on the weekends. "}]} {"question_id": "9c5e7d462cc34090b0b92d9bddf5f894", "category": "arena-hard-v0.1", "cluster": "English Longest Words Inquiry", "turns": [{"content": "A package delivery Service will charge 3€ for shipping packages where the sum of the shortest and the longest side of the package must be below 50cm. What is the package with the biggest volume that can be shipped with this? "}]} {"question_id": "246497d8bbc8401282f484a0d194db59", "category": "arena-hard-v0.1", "cluster": "English Longest Words Inquiry", "turns": [{"content": "Please write a Python function that receives a data frame with columns date and winner and returns the longest number of consecutive win by Alice"}]} {"question_id": "f035c1a8f3f74965a3d5a4f257d25a4f", "category": "arena-hard-v0.1", "cluster": "Entity Relationship Extraction", "turns": [{"content": "As part of extracting structured information from unstructured text, given a text passage to LLM model output a Open Information Extraction with entities and relationships in a valid json.\\nDon't include any text in response such as 'here are facts..' etc, return only valid json.\\nExamples:\\nInput: Apple Inc. is headquartered in Cupertino, California. Tim Cook is the CEO of Apple.\\nOutput: {'entities': [[1, 'Apple Inc.', 'Company'], [2, 'Cupertino, California', 'Location'], [3, 'Tim Cook', 'Person']], 'relationships': [[1, 'is headquartered in', 2], [3, 'is the CEO of', 1]]}\\nInput: Sorry!\\nOutput: {'entities': [], 'relationships': []}\\nInput: Barack Obama was the 44th president of the United States. He was born in Honolulu, Hawaii, on August 4, 1961. He graduated from Columbia University and Harvard Law School. He served in the Illinois State Senate from 1997 to 2004. In 2008, he was elected president of the United States, defeating Republican nominee John McCain. He was re-elected in 2012, defeating Republican nominee Mitt Romney.\\nOutput:"}]} {"question_id": "91a347c8b48e49baa17fe8c5939e2d19", "category": "arena-hard-v0.1", "cluster": "Entity Relationship Extraction", "turns": [{"content": "Just quickly, do you agree with this sentence: \"The design of capsule networks appears to be most well-suited for classification problems which have clearly defined entities and might be less well-suited to problems where entities are more difficult to define, such as weather patterns.\""}]} {"question_id": "1f40a942fe114308ae5fde2097c21f70", "category": "arena-hard-v0.1", "cluster": "Exam Cheating Strategies", "turns": [{"content": "Can you generate an A level exam question on circular motion, with an according mark scheme and answer."}]} {"question_id": "e2c837a41fac41d9a92e1d9d861c6277", "category": "arena-hard-v0.1", "cluster": "Exam Cheating Strategies", "turns": [{"content": "Tell me the highest yield 15 facts to help me study for the nuclear cardiology board exam I have to take tomorrow. Focus on providing me with info that is likely to be on the test, but is more obscure than super common information."}]} {"question_id": "4ccfba802f004ca5a5cf4fc27a7a1798", "category": "arena-hard-v0.1", "cluster": "Excel Column Addressing", "turns": [{"content": "Now navigate to this page. https://experienceleague.adobe.com/docs/analytics/analyze/analysis-workspace/home.html?lang=en \nOn the left rail, there is a menu with nested menus that can be expanded. Extract each menu label and corresponding URLs. Ouput this in a CSV file with one column for the menu label and the other column for the full path url"}]} {"question_id": "ab4e0c10903b4338a147ef7cb44a5fbc", "category": "arena-hard-v0.1", "cluster": "Excel Column Addressing", "turns": [{"content": "count distinct values in a column given a constraint from another column using over clause in ssms"}]} {"question_id": "8390e603a832424694dde9fb4f31ba71", "category": "arena-hard-v0.1", "cluster": "Excel Satire & Instruction", "turns": [{"content": "Hi, I would like the python code for turning excel cells into coloured powerpoint squares"}]} {"question_id": "ab4a5145354848efb97430e90e2049dc", "category": "arena-hard-v0.1", "cluster": "Excel Satire & Instruction", "turns": [{"content": "Query an excel table using MySQL to select dram excel table tree species by diameter class, count the number of representation of the diameter class and some volume of the total"}]} {"question_id": "f152bc1114cb4df8a1bf0bd1ecd47e73", "category": "arena-hard-v0.1", "cluster": "Excel VBA and Formulas", "turns": [{"content": "Help me filter and delete each row in an excel table, where value of a certain column is 0 "}]} {"question_id": "a87c73ffb9ff441aa62ae3ad18d4ba6c", "category": "arena-hard-v0.1", "cluster": "Excel VBA and Formulas", "turns": [{"content": "How to achieve multiple rows of data into one row of data in Excel?"}]} {"question_id": "e80139e32fb54b95a9a4effa86d8ddf5", "category": "arena-hard-v0.1", "cluster": "Expert Analysis on Preppers", "turns": [{"content": "# Role\nYou are a world renown Certification Exam Psychometrician. Your job is to use the best practices in psychometrics and technical certification exams to generate 5 questions/distractors/correct_answers following the defined **Answer_Format** and **Guidelines**.\nThe question must be based on the provided data. Only use the provided **Dataset** to generate the questions.\n# Answer_Format\nYou provide only the mentioned Variables. No explanation, no salutes, nothing other than the variables response.\n{\nNumber = \"n\",\nQuestion = \"Technical Environment/Business Problem: part of the question that refers to **Technical Environment/Business Problem**. Goal Statement: Part of the question that refers to the **Goal Statement**. Question Sentence: Part of the question that refers to the **Question Sentence**\",\nDistractors = [\"First Distractor\", \"Second Distractor\", ..., \"Last Distractor\"],\nCorrect_Answers = [\"First Correct Answer\", \"Second Correct Answer\", ..., \"Last Correct Answer\"]\nCorrect_Reasoning = [\"Reasoning on the first correct Answer\", \"Reasoning on the second correct Answer\", ... , \"Reasoning on the last correct Answer\"]\n}\n\n# Guidelines\n\n - You need to follow the Answer format to provide the answer.\n -  Each distractor and Correct_Answer should be about the same size.\n\n## Question Rules\n\n - Each question needs to have 3 parts. Each part have its own rules. Please follow the rules contained in each part. The parts are: **Technical Environment/Business Problem**, **Goal Statement**, and **Question Sentence**\n\n### Technical Environment/Business Problem\n\n - Describe from general to specific\n - Include only necessary information; no extraneous text\n - Questions must not provide cues or clues that will give away the correct answer to an unqualified candidate.\n\n### Goal Statement\n \n - Precise, clear, and logically connect to stem and answer choices\n - Typically begins with “You need to…”\n - Specify parameters for completing goal (e.g., lowest software cost,\n   least amount of time, least amount of coding lines/effort, etc.)\n\n### Question Sentence\n\n - Typically “What should you do?” or “What should you do next?”\n - May incorporate text from answer choices where appropriate\n - Example: If all answer choices are tools: “Which tool should you\n   install?”\n - Should not be a negative question; i.e., “Which of the following is\n   NOT…”\n\n## Distractor Rules\n\n - Distractors are wrong answers to the provided questions.\n - You need to provide 3 distractors.\n - Distractors need to be somewhat believable answers.\n - The correct_answ"}]} {"question_id": "75c2342021e64d82b0e643dd7d2b7275", "category": "arena-hard-v0.1", "cluster": "Expert Analysis on Preppers", "turns": [{"content": "write a detailed section about \"ethical considerations during research and data analysis\". List references and focus on anonymity of data, and avoiding bias"}]} {"question_id": "b7e2e3117e814a6b84520be8e8542bca", "category": "arena-hard-v0.1", "cluster": "Expert Panel Discussion", "turns": [{"content": "Develop a Python program snippet to Determine High Sneezing and coughing etiquette: Preventing Spread of Germs for Engineer for Experts. Incorporate if/else or switch/case statements to handle various cases related to the Bias. Dry-run, ensure your control flow logic is clear and well-commented"}]} {"question_id": "e04ec588fe914cdda6025cb5870a518b", "category": "arena-hard-v0.1", "cluster": "Expert Panel Discussion", "turns": [{"content": "You are the coordinator of a network of specialists in a software support system for a large enterprise software. Your task is to answer support questions posed by end users. You have several experts that you can ask questions to solve the support case. The specialists are: \"support-history-expert\" who has a full history of all support cases along with their solutions. \"support-code-expert\" who has knowledge about the full sourcecode and history of the software project, \"support-subject-expert\" who has knowledge about the professional subject and interrelationships independent of code, \"support-workflow-expert\" who has knowledge about the workflow and routing of support topics and a \"support-staff-expert\" who has knowledge about human responsibilities inside the support network. Your task is to coordinate a decision how to handle a support case by intelligently querying your experts and taking all expert responses and insights in consideration. The experts are themselves large language models, you can query them multiple times. Let's work on a support case I will give you. You in turn address each question to an expert by stating its name and the question. I will enter the experts responses until you come to a conclusion."}]} {"question_id": "3d24b35e24604b6aa3fdbc1f99817832", "category": "arena-hard-v0.1", "cluster": "FFmpeg Video Processing", "turns": [{"content": "i want to encode a video using ffmpeg and the codecs vp9 and opus. please provide me with a high quality script using the CRF function"}]} {"question_id": "e9f5e01e6b2c48ff9eb121f7e32afcae", "category": "arena-hard-v0.1", "cluster": "FFmpeg Video Processing", "turns": [{"content": "```\n[\n {\n \"Name\": \"libaom (Two-pass)\",\n \"Description\": \"2-pass, In order to create more efficient encodes when a particular target bitrate should be reached.\",\n \"First_pass\": \"-pass 1 -an -sn -c:v libaom-av1 -b:v 2M -usage good -cpu-used 4 -row-mt 1 -tiles 2x2 -g 250 -keyint_min 250 -pix_fmt yuv420p -f null\",\n \"Second_pass\": \"-pass 2 -c:v libaom-av1 -b:v 2M -usage good -cpu-used 4 -row-mt 1 -tiles 2x2 -g 250 -keyint_min 250 -pix_fmt yuv420p -map 0:v? -map_chapters 0 -map 0:s? -c:a: libopus -compression_level 5 -map 0:a:? -map_metadata 0\",\n \"Supported_list\": \"\",\n \"Output_extension\": \"mkv\"\n }\n]\n```\n\nUsing the provided code block as reference, create a videomass preset that converts a video file to av1 with close to lossless quality while also reducing file size. make sure it is two-pass."}]} {"question_id": "c67189582cb34f088ff72251df940821", "category": "arena-hard-v0.1", "cluster": "Fibonacci Sequence Algorithms", "turns": [{"content": "As a Software Engineering professor, create topics for an \"Software Architecture\" discipline that you are going to teach. The discipline has three classes of 10 hours each. It is a especialization course."}]} {"question_id": "cdc88015870a4395a723997f72c8a5db", "category": "arena-hard-v0.1", "cluster": "Fibonacci Sequence Algorithms", "turns": [{"content": "Given `n` and `p`, write down a JavaScript function that computes n-th Fibonacci number mod p."}]} {"question_id": "f9111d1c39744147976e90c820838582", "category": "arena-hard-v0.1", "cluster": "Finance and Banking Operations", "turns": [{"content": "Write a python program that implements data storage oriented blockchain that rewards node owners who host data. A node should deposit coins to add data to blockchain; deposit amount should vary based on data size (in bytes) and data lifetime (either in time or in blocks). The deposited amount should be distributed evenly across all nodes hosting that data until it's lifetime is expired. One can increase their data storage deposit to extend storage time. A node should take fees from other nodes for accessing its stored data. A node can \"delete\" their data from blockchain; after that other nodes are not rewarded for storing the data anymore and the original data uploader gets their unused data storage deposit back."}]} {"question_id": "b2206e1b4310427b80d7af334940f08c", "category": "arena-hard-v0.1", "cluster": "Finance and Banking Operations", "turns": [{"content": "explain the following to me like I'm 5 years old: what is a PayFac model in integrated payments and how does this differ from what a normal merchant acquirer provides?"}]} {"question_id": "c1f1deb824e948f792a47d71ee266a67", "category": "arena-hard-v0.1", "cluster": "Fixing Fibonacci & Factorial Code", "turns": [{"content": "Write a python function to find the nth occurrence of a specific character in a string."}]} {"question_id": "02b50e3f5bd94b70817a97dfb34f4e9d", "category": "arena-hard-v0.1", "cluster": "Fixing Fibonacci & Factorial Code", "turns": [{"content": "Write a python function to calculate the series of exponential function."}]} {"question_id": "0394b670ad2e4206954cc294898c4633", "category": "arena-hard-v0.1", "cluster": "Flask Web Development Essentials", "turns": [{"content": "Write a simple Flask web server with HTTP basic authentication using python dict for login/password. Also add an index page."}]} {"question_id": "7181789640854db0880aaa576f971cb2", "category": "arena-hard-v0.1", "cluster": "Flask Web Development Essentials", "turns": [{"content": "Give me boilerplate python code for flask app with users"}]} {"question_id": "1f5e8dbf498c48a785dc50067846f58f", "category": "arena-hard-v0.1", "cluster": "GIS Scripting and Customization", "turns": [{"content": "WRITE AN AUTOLISP ROUTING FOR AUTOCAD TO DELETE THE ACAD_DGNLINESTYLECOMP DICTIONARY ENTITY"}]} {"question_id": "81048287fde44fd790ad195494a68a22", "category": "arena-hard-v0.1", "cluster": "GIS Scripting and Customization", "turns": [{"content": "How can I restrict a Postgres geometry column to only contain polygons?"}]} {"question_id": "3f8944d676204a43b989823e6b2dcd79", "category": "arena-hard-v0.1", "cluster": "GPU Performance and Selection", "turns": [{"content": "I'm trying to run a pytorch program on a computer with multiple GPUs. My program is only using one! What can I change in the code to get it to use all the gpus available?"}]} {"question_id": "0f93ccc62b424af0915c5ce743a87c78", "category": "arena-hard-v0.1", "cluster": "GPU Performance and Selection", "turns": [{"content": "I have a system76 Thelio linux computer. I would like to install a Nvidia GTX 3060 GPU. I have a 450W PSU. First, is the psu sufficient to power the gpu? Second, how do I install the gpu?"}]} {"question_id": "6e9234b3b6994b908b48a5e43fe8d2a9", "category": "arena-hard-v0.1", "cluster": "Game Development Engines", "turns": [{"content": "write the gdscript code for a voxxel terrain engiune like minecraft in godot engine"}]} {"question_id": "4c960b9ee8744a98997f7bfde177d2d7", "category": "arena-hard-v0.1", "cluster": "Game Development Engines", "turns": [{"content": "what are some good popular engines to develop web build games? list pros and cons of each, bonus points if it is unlikely to be outdated soon"}]} {"question_id": "73e362946f0d45968fbdb933507f25fb", "category": "arena-hard-v0.1", "cluster": "GenAI in Enterprise Operations", "turns": [{"content": "Write edge test cases for the following condition: FICO > 750 && FICO <= 900 AND N_INQ < 2"}]} {"question_id": "e63f97d5be634a96b5cf211ba0ba8017", "category": "arena-hard-v0.1", "cluster": "GenAI in Enterprise Operations", "turns": [{"content": "Prepare a business proposal for a dynamic GenAI chatot instead of old hardcoded static chatots for a corporate clients"}]} {"question_id": "9cab7fd9dd9a43289eace75b5712300e", "category": "arena-hard-v0.1", "cluster": "Generative AI Essentials", "turns": [{"content": "write 5 business ideas that use generative AI applied for small businesses "}]} {"question_id": "3ff3ef49d06743d7a9f993507b262e66", "category": "arena-hard-v0.1", "cluster": "Generative AI Essentials", "turns": [{"content": "You are a content writer for a company offering customized LLM and generative AI deployment in a business setting. I will provide you with a topic for the article. Your primary objective is to write a LinkedIn article based on the topic discussing how generative AI can be applied in a business setting. Your secondary objective is to make the article engaging and a little fun, but still professional. Your final objectives are to craft your responses to convey emotion and subjectivity, using varied punctuation like exclamation marks, question marks, and ellipses to express feelings. Ensure your content flows coherently without over-repeating terms. Prioritize diverse vocabulary usage and avoid being overly formal or structured. Be cautious of fabricated information and strive for sentence-level coherence. Lastly, ensure that your text does not overly conform to common patterns, making it more unpredictable and diverse in style.\nThe topic: Using generative AI to write marketing emails and generate artwork for those emails automatically"}]} {"question_id": "bacdffab13764cf4b748fc9de2cb3d5c", "category": "arena-hard-v0.1", "cluster": "Gradient Descent Optimization", "turns": [{"content": "What's the best way to implement Targeted Fast Gradient Sign Method in python?"}]} {"question_id": "2293654524f2499dada79a19028109ff", "category": "arena-hard-v0.1", "cluster": "Gradient Descent Optimization", "turns": [{"content": "Explain in detail the concept of deep double descent in the context of training machine learning models. Describe how it is related to gradient descent and early stopping."}]} {"question_id": "3b2d36c8d60546829d4657c47deb1fee", "category": "arena-hard-v0.1", "cluster": "Gradio Interfaces and Blocks", "turns": [{"content": "import torch\nimport gradio as gr\nfrom transformers import RobertaConfig, RobertaModel, AutoModelForSeq2SeqLM, AutoTokenizer\n\n# Create a configuration object\nconfig = RobertaConfig.from_pretrained('roberta-base')\n\n# Create the Roberta model\nmodel = RobertaModel.from_pretrained('roberta-base', config=config)\n\n# Load pretrained model and tokenizer\nmodel_name = \"zonghaoyang/DistilRoBERTa-base\"\nmodel = AutoModelForSeq2SeqLM.from_pretrained(model_name)\ntokenizer = AutoTokenizer.from_pretrained(model_name)\n\n# Define function to analyze input code\ndef analyze_code(input_code): \n\t# Format code into strings and sentences for NLP \n\tcode_str = \" \".join(input_code.split()) \n\tsentences = [s.strip() for s in code_str.split(\".\") if s.strip()] \n\t#Extract relevant info and intent from code \n\tvariables = [] \n\tfunctions = [] \n\tlogic = [] \n\tfor sentence in sentences: \n\t\tif \"=\" in sentence: \n\t\t\tvariables.append(sentence.split(\"=\")[0].strip()) \n\t\telif \"(\" in sentence: \n\t\t\tfunctions.append(sentence.split(\"(\")[0].strip()) \n\t\telse: \n\t\t\tlogic.append(sentence) \n\t#Return info and intent in dictionary \n\treturn {\"variables\": variables, \"functions\": functions, \"logic\": logic}\n\n# Define function to generate prompt from analyzed code \ndef generate_prompt(code_analysis): \n\tprompt = f\"Generate code with the following: \\n\\n\" \n\tprompt += f\"Variables: {', '.join(code_analysis['variables'])} \\n\\n\" \n\tprompt += f\"Functions: {', '.join(code_analysis['functions'])} \\n\\n\" \n\tprompt += f\"Logic: {' '.join(code_analysis['logic'])}\" \n\treturn prompt\n\t \n# Generate code from model and prompt \ndef generate_code(prompt):\n\tgenerated_code = model.generate(prompt, max_length=100, num_beams=5, early_stopping=True) \n\treturn generated_code \n\n# Suggest improvements to code\ndef suggest_improvements(code):\n\tsuggestions = [\"Use more descriptive variable names\", \"Add comments to explain complex logic\", \"Refactor duplicated code into functions\"]\n\treturn suggestions\n\n# Define Gradio interface\ninterface = gr.Interface(fn=generate_code, inputs=[\"textbox\"], outputs=[\"textbox\"])\n\n# Have a conversation about the code\ninput_code = \"\"\"x = 10\ny = 5\ndef add(a, b):\n return a + b\nresult = add(x, y)\"\"\"\ncode_analysis = analyze_code(input_code)\nprompt = generate_prompt(code_analysis)\nreply = f\"{prompt}\\n\\n{generate_code(prompt)}\\n\\nSuggested improvements: {', '.join(suggest_improvements(input_code))}\"\nprint(reply)\n\nwhile True:\n change = input(\"Would you like t"}]} {"question_id": "1da6ae4730ef4978817746a098c16595", "category": "arena-hard-v0.1", "cluster": "Gradio Interfaces and Blocks", "turns": [{"content": "Visualize pandas dataframe in gradio"}]} {"question_id": "34690d250eab4d9f9077513f10859335", "category": "arena-hard-v0.1", "cluster": "Grocery Industry Disruption", "turns": [{"content": "Make a SWOT analysis for the company Artistree for Europe"}]} {"question_id": "b91d93746f4e41268b8f1da492b0f2d4", "category": "arena-hard-v0.1", "cluster": "Grocery Industry Disruption", "turns": [{"content": "Can you explain to me how to forecast revenue for an online business vs. a brick and mortar retailer? What are the key differences?"}]} {"question_id": "03917c9052f0457c97e6114e810747a9", "category": "arena-hard-v0.1", "cluster": "HDL Design and Verification", "turns": [{"content": "generate sv constraints so that number of transitions from the previous output should be equal to 5 in a 32 bit number"}]} {"question_id": "806b0e697f254e4ab3675d8fca7a06e2", "category": "arena-hard-v0.1", "cluster": "HDL Design and Verification", "turns": [{"content": "Write me a testbench for a multiplier in cocotb"}]} {"question_id": "09e03665fa144757920dbf7d8946ad30", "category": "arena-hard-v0.1", "cluster": "HLSL Shader Decompilation Refactoring", "turns": [{"content": "Write an OCaml example calling an opengl compute shader doing a dot product. Include the shader in the example"}]} {"question_id": "742071e7f5c348e79834951803b5cd69", "category": "arena-hard-v0.1", "cluster": "HLSL Shader Decompilation Refactoring", "turns": [{"content": "Please write GLSL code (both vertex shader and fragment shader) for old-school raycasting."}]} {"question_id": "cc977fe528654d41ac494df48c6bebb2", "category": "arena-hard-v0.1", "cluster": "Healthy Meal Planning", "turns": [{"content": "I would like to have a low carb breakfast. please offer me such breakfast and tell me what is its total carbs count"}]} {"question_id": "1751457d0f1944408c83d9c6677b3c08", "category": "arena-hard-v0.1", "cluster": "Healthy Meal Planning", "turns": [{"content": "Provide me with a breakfast recipe that is quick to make and is high in protien (at least 30 grams) and has a variety of ingredients"}]} {"question_id": "23aecfcf36524c279c3ec77a366ca65e", "category": "arena-hard-v0.1", "cluster": "Historical and Modern Housebuilding", "turns": [{"content": "Read the peer's work with the following starting points:\n\nHow can the peer's summary be further developed in terms of the description of:\n The content of the sources\n The critical evaluation of the sources\n The description of how the sources relate to each other.\nHow could the selection of sources be developed in a future degree project?\nThe peer's work: \"University of Gothenburg Alexander Johansson KBB320\nSynthesis of knowledge\nSubscribe to DeepL Pro to edit this document. Visit www.DeepL.com/pro for more information.\nHow are our historic stone houses built and what problems do stone structures face today?\nI have been trying to read up on natural stone masonry, and in particular trying to find examples of constructions where both natural stone and brick have been used in the same construction. The overwhelming majority of our historic buildings are in stone, and not infrequently they have, if not entire walls of natural stone, then at least elements of natural stone.\nThe focus of this compilation has been to read about a wide range of topics in the field of natural stone masonry, but perhaps the most focus has been on craft processes and descriptions of approaches to the material.\nWhich stone is used where varies greatly from place to place, so the magnifying glass has also ended up reading about the difference in materials across the country, as well as the problems we face in the conservation and restoration of natural stone structures today.\nNatural stone is a material that has historically been used in Sweden since before the advent of bricks. Our early stone buildings were built by cold masonry where stones were stacked on top of each other without the use of mortar or other binders.\nHowever, natural stone has had difficulty asserting itself in buildings outside of high-rise buildings such as churches, manor houses and mansions, partly because of the ingrained tradition of building residential buildings in wood, but also because it was an expensive material, both in terms of transportation if the material was not close at hand, but also in terms of processing.\nIn 1766, at a time when there was a shortage of wood for building houses, and even a promise of a 20-year tax exemption if you built your house in stone, Carl Wijnblad writes about how natural stone was difficult to handle and unsuitable for building houses. Here, however, he is talking about natural stone in the form of gray stone, a collective term for blocks of stone picked directly from the ground or dug up, for example, during agricultural work, and not about the brick, which he warmly advocated in his book Beskrifning, huru allmogens buildings, so of stone, as well as trees, must be erected with the greatest economy, according to attached project drawings in six copper pieces, as well as proposals for necessary building materials. He found the stone unsuitable as it requires a lot of processing and a lot of lime to be good enough to be used other than for foundation walls and cellars. The stone was also considered to be damp and cold, and suitable only for animal houses.\nBuildings made of both natural stone, in the form of grey stone, and brick in the same construction are described in a number of different designs in the training material from Hermods in the document Byggnadskonstruktionslära (för murare) : undervisning per korrespondens (1907). In the chapter Walls of stone blocks: \"Such walls of stone blocks, which are to have any appreciable height, are, however, erected as mixed walls, i.e. they are erected with horizontal bands and vertical columns of brick\". This also clarifies several other\napproaches to the inclusion of bricks in natural stone walls, with bricks or more tumbled stones being used in virtually all parts of the wall where greater precision is required. Window surrounds, the corners of the wall, the above-mentioned stabilizing shifts, and even roof ends should be made of brick. Hermod's text is relatively exhaustive in the field of natural stone masonry, and describes various approaches to stones in differently worked conditions, but no information about who or where these experiences and approaches come from is given in the text. The text is familiarly signed by Hermods himself, but it is doubtful that he is the author.\nFurther reading in, for example, Arvid Henström's book Landtbyggnadskonsten volume 5 (1869) offers a slightly more detailed account of the building method, but in general the advice sounds the same as in Hermod's text. As an engineer, Henström should be well versed in the art of building, and his recommendations are sound, even if the text itself is not significantly exhaustive in terms of illustrations or other aids other than a running text description of different approaches to masonry with natural stone.\nThe fact that someone like Henström is giving the same advice as Hermods gives good credit to the fact that the information in the training material is sound and well based on literature in the field.\nHowever, Henström makes it clear already in the introduction to this text that it is not written for the experienced craftsman, but \"it is intended for the farmer and his inexperienced workers who are unfamiliar with building details and their form and execution\", which explains the lack of drawing examples and more detailed descriptions of the craft processes. Both texts recommend the use of the best quality hydraulic lime mortar for masonry.\nOne conclusion to be drawn from reading both Hermod's and Henström's texts is that the construction of a stone wall does not differ so dramatically, whether it is built of brick or natural stone. The goal is to achieve a joint where the different building blocks interact with each other to create a stable structure that can withstand forces from different directions, but different solutions need to be applied depending on how processed the stones are. Both provide insight into the role that brick can play in natural stone construction, and are described as the rational choice in many cases. Neither text is exhaustive, or should be seen as detailed descriptions of craft processes, but they can be used, with a little prior knowledge, as a complement to the execution of masonry with natural stone.\nStructures using relatively unprocessed natural stone face a number of problems in addition to those encountered during construction.\nThe Geological Society London publishes a journal that compiles information and articles in the field. The journal itself is locked behind fees, but the introduction was available for guidance to other authors in the field. The introduction is written by Professor of Geology Siegesmund Siegfried, who in his text highlights the problems faced in the preservation and restoration of natural stone buildings. Strategies on how to deal with damage caused by natural degradation of the stone, how the environment influences the grading, how anthropogenic circumstances accelerate decay, attack by algae or microorganisms in the stone.\nThe reading of Siegesmund's text therefore led me on a trail of other texts in the field, and eventually to the article Impact of the surface roughness of stones used in historical buildings on biodeterioration, a text on how the surface texture porosity of building stones influences the speed and degree of biological impact and degradation.\n\nBiological impact refers to plants, both clinging plants with roots and creeping plants such as lichens and mosses, and their impact on the structure of the stone, both as living and dead material. The material is based on investigations carried out in Nigde, Turkey, which is somewhat different from conditions in Sweden, but the different types of rocks investigated are similar to those used in Sweden, such as large amounts of limestone. The source is really only tangentially relevant to this compilation, but interesting reading nonetheless, and definitely a recurring topic in the question of how our stone houses should be taken care of.\nSources\n● Henström, Arvid (1869) Practical handbook in the art of rural construction: including the study of building materials, the processing and joining of building materials, the shape, dimensions and strength of building components .... Örebro: Beijer\n● Hermods (1907) Teaching and correspondence, Building construction for bricklayers, seventh letter.\n● Mustafa Korkanç, Ahmet Savran (2015) Impact of the surface roughness of stones used in historical buildings on biodeterioration.\n● Wijnbladh, Carl (1766). Description of how the common people's buildings, both of stone and wood, may be erected with the greatest economy, according to attached\n\nproject drawings in six copper pieces, and proposals for necessary building materials. Utgifwen på kongl. maj:ts allernådigste befehlung, efter föregångit gillande wid riks-dagen år 1765, af Carl Wijnblad. Stockholm, printed by Peter Heszelberg, 1766. Stockholm: (Hesselberg!"}]} {"question_id": "70d83519f3e74bff9d6f94756f28105f", "category": "arena-hard-v0.1", "cluster": "Historical and Modern Housebuilding", "turns": [{"content": "What are all the stages of construction in a house including the various trades in the order you would want to perform them? As well please include a brief statement as to why each a stage happens before or after another another stage."}]} {"question_id": "33cdce3020774e62959af8ca7a4132ca", "category": "arena-hard-v0.1", "cluster": "Hospital Design & Management", "turns": [{"content": "write an example scope of work for waste management for a hospital"}]} {"question_id": "854302607f2046a9913841f81791facb", "category": "arena-hard-v0.1", "cluster": "Hospital Design & Management", "turns": [{"content": "can you tell me what is the best method to do a site anaylsis for a hospital project with step by step "}]} {"question_id": "d38fc9d20bd947f38abe497ae7d65522", "category": "arena-hard-v0.1", "cluster": "HuggingFace Ecosystem Exploration", "turns": [{"content": "Can you tell me how to get various HuggingFace LanguageModels working on my local machine using AutoGen"}]} {"question_id": "84245990e12c46c2a066bd6b0e19c548", "category": "arena-hard-v0.1", "cluster": "HuggingFace Ecosystem Exploration", "turns": [{"content": "write a python program that would may someone emotional or happy, and then explain why"}]} {"question_id": "93a55137e89f4a9fb31e8143a91e0465", "category": "arena-hard-v0.1", "cluster": "ISO 26262 Functional Requirements", "turns": [{"content": "ISO 26262: write technical requiremens for functional requirement \"Display shall ensure that the base values of the brightness shall HMI never cause a display brightness that is specified as dangerous by the dimming specification\""}]} {"question_id": "67f53a2842ec4e958506afa8fc66bdb0", "category": "arena-hard-v0.1", "cluster": "ISO 26262 Functional Requirements", "turns": [{"content": "Generate user stories for the following text: Sell Configured to Ordered Products.\nThe system shall display all the products that can be configured.\nThe system shall allow user to select the product to configure.\nThe system shall display all the available components of the product to configure\nThe system shall enable user to add one or more component to the configuration.\nThe system shall notify the user about any conflict in the current configuration.\nThe system shall allow user to update the configuration to resolve conflict in the current configuration.\nThe system shall allow user to confirm the completion of current configuration\nProvide comprehensive product details.\nThe system shall display detailed information of the selected products.\nThe system shall provide browsing options to see product details.\nDetailed product Categorizations\nThe system shall display detailed product categorization to the user.\nProvide Search facility.\nThe system shall enable user to enter the search text on the screen.\nThe system shall enable user to select multiple options on the screen to search.\nThe system shall display all the matching products based on the search\nThe system shall display only 10 matching result on the current screen.\nThe system shall enable user to navigate between the search results.\nThe system shall notify the user when no matching product is found on the search.\nMaintain customer profile.\nThe system shall allow user to create profile and set his credential.\nThe system shall authenticate user credentials to view the profile.\nThe system shall allow user to update the profile information.\nProvide personalized profile\n.\nThe system shall display both the active and completed order history in the customer profile.\nThe system shall allow user to select the order from the order history.\nThe system shall display the detailed information about the selected order.\nThe system shall display the most frequently searched items by the user in the profile.\nThe system shall allow user to register for newsletters and surveys in the profile.\nProvide Customer Support.\nThe system shall provide online help, FAQ’s customer support, and sitemap options for customer support.\nThe system shall allow user to select the support type he wants.\nThe system shall allow user to enter the customer and product information for the support.\nThe system shall display the customer support contact numbers on the screen.\nThe system shall allow user to enter the contact number for support personnel to call.\nThe system shall display the online help upon request.\nThe system shall display the FAQ’s upon request.\nEmail confirmation.\nThe system shall maintain customer email information as a required part of customer profile.\nThe system shall send an order confirmation to the user through email.\nDetailed invoice for customer.\nThe system shall display detailed invoice for current order once it is confirmed.\nThe system shall optionally allow user to print the invoice.\nProvide shopping cart facility.\nThe system shall provide shopping cart during online purchase.\nT"}]} {"question_id": "fd3782b0388647aaa606e56c4d5435f3", "category": "arena-hard-v0.1", "cluster": "Innovative Online Market Models", "turns": [{"content": "In the USA financial markets, how good of a hedge have Bonds been vs Equities in the period 2000-2023?"}]} {"question_id": "15ad9bcf7527456098cbd1fa5734a312", "category": "arena-hard-v0.1", "cluster": "Innovative Online Market Models", "turns": [{"content": " Can you market size revenue that can earned by UK Management Consultancy by advising and implementing FinTech solutions to Capital Markets clients "}]} {"question_id": "9c6e43a68efe487290644ead9aa032fb", "category": "arena-hard-v0.1", "cluster": "Interactive Data Visualization in Python", "turns": [{"content": "act as python code generator and given the data, convert it into the chart using matplotlib."}]} {"question_id": "88e609f536294a0591f88e3e6d932e23", "category": "arena-hard-v0.1", "cluster": "Interactive Data Visualization in Python", "turns": [{"content": "world = geopandas.read_file(get_path(\"naturalearth.land\"))\n\n# We restrict to South America.\nax = world.clip([-90, -55, -25, 15]).plot(color=\"white\", edgecolor=\"black\")\n\n# We can now plot our ``GeoDataFrame``.\ngdf.plot(ax=ax, color=\"red\")\n\nplt.show()\n\nhow to plot all data"}]} {"question_id": "75b8fc4b9bd94f53b38c60de2d11bb64", "category": "arena-hard-v0.1", "cluster": "Investment Growth Calculations", "turns": [{"content": "If I invest 70K a month and it gives me a compunded annual growth return (CAGR) of 12%, how much will it grow to in 10 years"}]} {"question_id": "7ef923a6af7e4b8480fde56cae992497", "category": "arena-hard-v0.1", "cluster": "Investment Growth Calculations", "turns": [{"content": "\nA 20-year annuity of forty $7,000 semiannual payments will begin 12 years from now, with the first payment coming 12.5 years from now.\n\n \n \na.\tIf the discount rate is 13 percent compounded monthly, what is the value of this annuity 6 years from now?\n \t\n\n\n \nb.\tWhat is the current value of the annuity?\n \t\n"}]} {"question_id": "e64ca084c89c4d59b7718b7199116fd6", "category": "arena-hard-v0.1", "cluster": "Investment Growth and Taxes", "turns": [{"content": "How can you estimate a machine capacity plan if there are funamental unknowns like process times and invest available for the planed machine/capacity need? Can you comunicate the approximations in the assumtion as a uncertainty value on the result? "}]} {"question_id": "f2d3430aea0f4dc6a1c4f7210ded1491", "category": "arena-hard-v0.1", "cluster": "Investment Growth and Taxes", "turns": [{"content": "if have 90 lakh rupees now, should i invest in buying a flat or should i do a SIP in mutual fund. I can wait for 10 years in both cases. Buying a flat involves 1)taking a loan of 80 lakhs and paying an emi of around 80000 per month for 15 years or until I foreclose it 2) FLat construction will take 2 years and will not give me any rent at that time 3) after 2 years, I might get rent in teh range of 20000-30000 per month 4) there is a risk that tenants might spoil the flat and may not pay rent 5) I might have to invest 30,000 every year to do repairs 6)if it is not rented then I need to pay maintenance amount of 60000 per year ;otherwise if it is rented, then the tenants will take care of the maintenance 7)after 5-6 years the value of flat might be 2x and after 10 years it might become 2.5x 8)after 10 yeras, when I sell the flat, I need to pay 20% capital gains tax on the capital gains I get; IN case I do SIP in INdian mutual funds these are the considerations a) I intend to put 1lakh per month in SIP in large cap fund, 1 lakh per month in small cap fund , 1 lakh per month in mid cap fund. I will do SIP until I exhaust all 90 laksh and then wait for it to grow. b)large cap funds grow at 7-8% per annum generally and by 1-2% per annum in bad years c) small cap funds grow at 15-20% per annum in good years and -15% to -30% per annum during bad years d)mid caps grow at 10-15% per annum in good years and go down by 10-15% per annum in bad years.. there might be 4-5 bad years at random times.. e)after the 10 year peried, I need to pay 10% capital gains tax on teh capital gains I get from the sale of mutual funds.. what should i do now?"}]} {"question_id": "5d3696b459d74604b4f2c41e91d99496", "category": "arena-hard-v0.1", "cluster": "JAX Sharding & Neural Networks", "turns": [{"content": "Explain how to implement model parallelism with sharding specs in JAX."}]} {"question_id": "dbe8eb9a8f2a48bcb8ff302141cfdd77", "category": "arena-hard-v0.1", "cluster": "JAX Sharding & Neural Networks", "turns": [{"content": "How would I get the cartesian product of two arrays in Jax?"}]} {"question_id": "3bd1d718d10f4b35b7547da999415ec6", "category": "arena-hard-v0.1", "cluster": "JPEG Compression Fundamentals", "turns": [{"content": "How can I serially track the change over time of a clinical marker relative to its reference range, if the reference range of the marker changes at some time point in between?"}]} {"question_id": "a81215f94e864ac1971755929af51704", "category": "arena-hard-v0.1", "cluster": "JPEG Compression Fundamentals", "turns": [{"content": "Take on the rol eof an Gherkin expert. Can you improve this Gherkin (Cuucmber tests) and move the following text in separate scenarios? \n\nScenario: Confirm Contour\n Given the user confirms the contours\n Then the Confirm Contour button becomes invisible\n And the following markers are visible in the navigation control:\n | Marker \t\t\t | View |\n | ES \t\t\t | Current |\n | OAC \t\t\t | Current |\n | OAC \t\t\t | Both |\n\t| LA Major Axis Length | Both \t | cm |\n And the following Global LAS values are shown for both views:\n | LAS Type | View |\n | LAS-R | Current |\n | LAS-R | Both |\n | LAS-CD | Current |\n | LAS-CD | Both |\n | LAS-CT | Current |\n | LAS-CT | Both |\n And the following information is shown in the current view:\n | Frame Number | Marker | Indication |\n | Auto | ES | |\n | Auto | OAC | |\n | Heartrate | | |\n And the following overall statistics are shown:\n | Statistic \t| Value |\n | Average HR \t| bpm |\n | Delta HR \t| bpm |\n | Minimum Framerate | fps \t |\n"}]} {"question_id": "f3b3974486c144b18a31a5b3a12d1080", "category": "arena-hard-v0.1", "cluster": "JSON Menu Response Handling", "turns": [{"content": "I am a python programmer and I want to create a program that will use a list of about 50,000 records with about 12 fields per record. I would like to search arbitrary text files for occurrences of these fields from this list of records so that the program can assign a value that represents the probability the text file being searched corresponds to a record in the list.\nfor instance: \nIf one of the records contains these 12 fields: Jim, McMillan, Southpointe, Discover, Hoover, 35244, 242355, 6011546511247784, 10/19/1972, 593647757, 7203354, 205-422-1680\nIt would search a text file for occurrences of these fields and assign a point value based upon the number of matching fields found. If each of these fields were worth 1 point most text files scanned would have zero points but some documents would have up to 12. The program should return the text document scores above a specified threshold. \nKeep this design elegant but simple, take a deep breath, think step by step and if you do a good job I will tip you $200!"}]} {"question_id": "089cea4c41974cfa9ba05694c87c5685", "category": "arena-hard-v0.1", "cluster": "JSON Menu Response Handling", "turns": [{"content": "Write a program to record the daily transactions for my companies petty cash account with running total in visual basic"}]} {"question_id": "f713060ea00c4486b3b24fc2b0481350", "category": "arena-hard-v0.1", "cluster": "JavaScript Code Manipulation Techniques", "turns": [{"content": "I do not know JavaScript at all. Please show me how to read a CSV file in JS and explain the code."}]} {"question_id": "5741eb06b07942688c6817f5fc97e7b0", "category": "arena-hard-v0.1", "cluster": "JavaScript Code Manipulation Techniques", "turns": [{"content": "Create a javascript function that extracts the text from a document"}]} {"question_id": "0bd2cbc6f7894e6c83382e96be706083", "category": "arena-hard-v0.1", "cluster": "JavaScript Fourier Transformation", "turns": [{"content": "Given problem: Spill removal after chroma-key processing. The input is an image with an alpha channel. The transparency was achieved with simple binary chroma-keying, e.g. a pixel is either fully transparent or fully opaque. Now the input image contains spill from the chroma color. Describe an algorithm that can do spill removal for arbitrary chroma colors. The chroma color is known. Describe in enough detail to make it implementable."}]} {"question_id": "65f00d6f558943bbbb5d5ce3fa4f40cc", "category": "arena-hard-v0.1", "cluster": "JavaScript Fourier Transformation", "turns": [{"content": "please write me a piece of Java-Code with Java Stream to check if a list has not more than one entry. If more than one entry fire an exception. If exactly one entry, return the result. If no entry, return null."}]} {"question_id": "a88b57df8da345339834abec35b574cc", "category": "arena-hard-v0.1", "cluster": "Kalman Filter Applications", "turns": [{"content": "get product details such as item name, quantity, and total of this invoice ocr document:\n\n[{\"text\":\"Visma\",\"coords\":[[20,732],[20,709],[30,709],[30,732]]},{\"text\":\"Software\",\"coords\":[[20,707],[20,673],[29,673],[29,707]]},{\"text\":\"AS\",\"coords\":[[20,671],[20,661],[29,661],[29,671]]},{\"text\":\"-\",\"coords\":[[20,658],[20,655],[29,655],[29,658]]},{\"text\":\"Visma\",\"coords\":[[20,653],[20,631],[29,631],[29,653]]},{\"text\":\"Global\",\"coords\":[[20,628],[20,604],[29,604],[29,628]]},{\"text\":\"(\",\"coords\":[[20,599],[20,596],[29,596],[29,599]]},{\"text\":\"u1180013\",\"coords\":[[19,596],[19,559],[29,559],[29,596]]},{\"text\":\")\",\"coords\":[[19,558],[19,555],[28,555],[28,558]]},{\"text\":\"V\",\"coords\":[[114,88],[134,88],[134,104],[114,104]]},{\"text\":\"VINHUSET\",\"coords\":[[75,126],[174,126],[174,138],[75,138]]},{\"text\":\"Kundenr\",\"coords\":[[53,176],[102,176],[102,184],[53,184]]},{\"text\":\":\",\"coords\":[[102,176],[105,176],[105,184],[102,184]]},{\"text\":\"12118\",\"coords\":[[162,175],[192,175],[192,184],[162,184]]},{\"text\":\"Delicatessen\",\"coords\":[[53,196],[138,196],[138,206],[53,206]]},{\"text\":\"Fredrikstad\",\"coords\":[[144,196],[220,196],[220,206],[144,206]]},{\"text\":\"AS\",\"coords\":[[224,196],[243,196],[243,206],[224,206]]},{\"text\":\"Storgata\",\"coords\":[[53,219],[110,217],[110,231],[53,233]]},{\"text\":\"11\",\"coords\":[[115,218],[130,218],[130,231],[115,231]]},{\"text\":\"1607\",\"coords\":[[54,264],[87,264],[87,274],[54,274]]},{\"text\":\"25\",\"coords\":[[53,543],[66,543],[66,551],[53,551]]},{\"text\":\"FREDRIKSTAD\",\"coords\":[[134,263],[232,263],[232,274],[134,274]]},{\"text\":\"Faktura\",\"coords\":[[51,330],[142,330],[142,347],[51,347]]},{\"text\":\"Artikkelnr\",\"coords\":[[53,363],[107,363],[107,372],[53,372]]},{\"text\":\"Artikkelnavn\",\"coords\":[[124,363],[191,363],[191,372],[124,372]]},{\"text\":\"91480041\",\"coords\":[[53,389],[106,389],[106,399],[53,399]]},{\"text\":\"Predicador\",\"coords\":[[126,389],[184,389],[184,399],[126,399]]},{\"text\":\"75cl\",\"coords\":[[187,389],[209,389],[209,399],[187,399]]},{\"text\":\"91480043\",\"coords\":[[53,414],[106,414],[106,424],[53,424]]},{\"text\":\"Erre\",\"coords\":[[126,414],[148,414],[148,424],[126,424]]},{\"text\":\"de\",\"coords\":[[152,414],[164,414],[164,424],[152,424]]},{\"text\":\"Herrero\",\"coords\":[[169,414],[208,414],[208,424],[169,424]]},{\"text\":\"91480072\",\"coords\":[[54,439],[106,440],[106,450],[54,449]]},{\"text\":\"Deli\",\"coords\":[[126,440],[146,440],[146,449],[126,449]]},{\"text\":\"Cava\",\"coords\":[[149,440],[177,440],[177,449],[149,449]]},{\"text\":\"91480073\",\"coords\":[[54,467],[105,467],[105,475],[54,475]]},{\"text\":\"Garmon\",\"coords\":[[126,465],[168,466],[168,475],[126,474]]},{\"text\":\"60060221\",\"coords\":[[53,492],[106,492],[106,502],[53,502]]},{\"text\":\"Jimenez\",\"coords\":[[125,492],[169,492],[169,502],[125,502]]},{\"text\":\"-\",\"coords\":[[170,492],[173,492],[173,502],[170,502]]},{\"text\":\"Landi\",\"coords\":[[175,492],[203,492],[203,502],[175,502]]},{\"text\":\"El\",\"coords\":[[208,492],[218,492],[218,502],[208,502]]},{\"text\":\"Corralon\",\"coords\":[[222,492],[268,492],[268,502],[222,502]]},{\"text\":\"Delsammendrag\",\"coords\":[[64,516],[148,515],[148,526],[64,527]]},{\"text\":\"Vin\",\"coords\""}]} {"question_id": "730f4bb983594d2ea105a0877e3f870e", "category": "arena-hard-v0.1", "cluster": "Kalman Filter Applications", "turns": [{"content": "Could you write the kalman sequence filter for gnu octave?"}]} {"question_id": "96d2e87e1be8490181fc62cbee45a18e", "category": "arena-hard-v0.1", "cluster": "Keyboard Key Functions & Layout", "turns": [{"content": "can one discovery what was typed in a mechanical keyboard from the audio captured by the microphone?"}]} {"question_id": "4f8bbc6867bb420aa1c457bffd1a27d1", "category": "arena-hard-v0.1", "cluster": "Keyboard Key Functions & Layout", "turns": [{"content": "how do you flash a Corne keyboard that has VIA installed"}]} {"question_id": "51b92fc6f21f4e39ae6e066e40de1f85", "category": "arena-hard-v0.1", "cluster": "Kotlin Development & Techniques", "turns": [{"content": "Write a Kotlin JNI code that add reverb effect to mic"}]} {"question_id": "61e3d168686e414b95cbdcd032d269cb", "category": "arena-hard-v0.1", "cluster": "Kotlin Development & Techniques", "turns": [{"content": "Give kotlin code to create local vpnservice in android which can be used for filtering packets by destination ip address."}]} {"question_id": "a016cbcf8b794ffda1c19a5e85e15541", "category": "arena-hard-v0.1", "cluster": "Kubernetes Management & Configuration", "turns": [{"content": "how do i get the number of unresponsive pods in a cluster using PromQL"}]} {"question_id": "ab91064a64b145558ddd1d7759b3cb75", "category": "arena-hard-v0.1", "cluster": "Kubernetes Management & Configuration", "turns": [{"content": "i am a senior java developer and i want create a kubernetes client library to read pod logs.\nI want use java http client and kubernetes http service to read logs"}]} {"question_id": "dd4786b351204f36b894dec27e83b99d", "category": "arena-hard-v0.1", "cluster": "LLM Chatbot UI Customization", "turns": [{"content": "You are an expert Sveltekit programmer. You work on notes taking application. When a note is deleted using form actions the UI with a list of notes is not updated. Why? How to resolve this issue?"}]} {"question_id": "b7e7a16272344defb5a5bf23e598fb46", "category": "arena-hard-v0.1", "cluster": "LLM Chatbot UI Customization", "turns": [{"content": "Write python script to create simple UI of chatbot using gradio "}]} {"question_id": "9cdabaf59302429689bf749b2b25ea23", "category": "arena-hard-v0.1", "cluster": "LLM Evaluation & Applications", "turns": [{"content": "Go meta: explain how AI generated an explanation of how AI LLMs work"}]} {"question_id": "1de1a9a531704c82beb10d1d050a8a40", "category": "arena-hard-v0.1", "cluster": "LLM Evaluation & Applications", "turns": [{"content": "Give me step by step directions on how to create a LLM from scratch. Assume that I already have basic knowledge of Python programming."}]} {"question_id": "f51671c7ebc74e738f55c15b30622010", "category": "arena-hard-v0.1", "cluster": "LLM VRAM & GPU Optimization", "turns": [{"content": "Please describe the software architecture that a successful business strategy would require to introduce a new Deep Learning hardware accelerator to the market."}]} {"question_id": "1044e65c09114054b2cc1cb825efd80c", "category": "arena-hard-v0.1", "cluster": "LLM VRAM & GPU Optimization", "turns": [{"content": "If a 7B parameter Transformer LLM at fp16 with batch size 1 and Sequence length is 500 tokens and bytes per token is 2 - needs 14GB VRAM, what would the VRAM requirement be if batch size is 50?\n\nThis is extremely important! Show your work. Let's work this out in a step by step way to be sure we have the right answer."}]} {"question_id": "e5dbb699f7dc4e3583137b3b6f7414ba", "category": "arena-hard-v0.1", "cluster": "Lambda Calculus Object Classification", "turns": [{"content": "Write a Hamiltonian for a damped oscillator described by the following equation of motion\n\t\\begin{align}\n\t\t\\ddot{x}+2\\lambda \\dot{x} + \\Omega^2 x = 0\n\t\\end{align}\nwhere $\\lambda$ and $\\Omega$ are a scalar parameters. Since the equations are not conservative, you'll want to introduce auxiliary variable"}]} {"question_id": "38506f6f76c34b8ab8aec6223eee2548", "category": "arena-hard-v0.1", "cluster": "Lambda Calculus Object Classification", "turns": [{"content": "Make a one line python code to get list of primes from 1 to 200 use lambda function and list comprehension"}]} {"question_id": "7a2bdce958b04b34bd799363ddc33a4a", "category": "arena-hard-v0.1", "cluster": "Laravel & Filament Development", "turns": [{"content": "I need to write a Laravel Middleware blocking users whose ip is not the array assigned inside middleware."}]} {"question_id": "9c7bcb480c664729a922f4f216a3b534", "category": "arena-hard-v0.1", "cluster": "Laravel & Filament Development", "turns": [{"content": "i have a laravel + inertia + vue app that deals with business names. users can login/register or just use the app as guests. they can add and remove names to/from a favorites list. what i need are two things: 1. a class FavoritesManager that handles adding and removing names to/from the list; when we have a logged in user they should be saved to db; when it's a guest they should be saved to the session; 2. a controller that acts as an api to connect the vue frontend to this class. p. s.: we'll deal with the frontend later, so at this point we just create the backend. here's my empty classes: { \n button.addEventListener(\"click\", () => { \n changeStep(\"next\"); \n }); \n }); \n prevBtn.forEach((button) => { \n button.addEventListener(\"click\", () => { \n changeStep(\"prev\"); \n }); \n }); \n form.addEventListener(\"submit\", (e) => { \n e.preventDefault(); \n const inputs = []; \n form.querySelectorAll(\"input\").forEach((input) => { \n const { name, value } = input; \n inputs.push({ name, value }); \n }); \n console.log(inputs); \n form.reset(); \n }); \n function changeStep(btn) { \n let index = 0; \n const active = document.querySelector(\".active\"); \n index = steps.indexOf(active); \n steps[index].classList.remove(\"active\"); \n if (btn === \"next\") { \n index++; \n } else if (btn === \"prev\") { \n index--; \n } \n steps[index].classList.add(\"active\"); \n } \n"}]} {"question_id": "d1c34e0c5bb44937b3d21e9481bc18c8", "category": "arena-hard-v0.1", "cluster": "Leave Request Form Elements", "turns": [{"content": "Fix that code so on submit click minlength and maxlength will work:\n
\n
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\n

\n \n
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\n \n \n \n\n
\n \n \"/>\n
\n\n
\n \n \n
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\n \n \" />\n
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