\documentclass[10pt,a4paper]{article} % Packages \usepackage{fancyhdr} % For header and footer \usepackage{multicol} % Allows multicols in tables \usepackage{tabularx} % Intelligent column widths \usepackage{tabulary} % Used in header and footer \usepackage{hhline} % Border under tables \usepackage{graphicx} % For images \usepackage{xcolor} % For hex colours %\usepackage[utf8x]{inputenc} % For unicode character support \usepackage[T1]{fontenc} % Without this we get weird character replacements \usepackage{colortbl} % For coloured tables \usepackage{setspace} % For line height \usepackage{lastpage} % Needed for total page number \usepackage{seqsplit} % Splits long words. %\usepackage{opensans} % Can't make this work so far. Shame. Would be lovely. \usepackage[normalem]{ulem} % For underlining links % Most of the following are not required for the majority % of cheat sheets but are needed for some symbol support. \usepackage{amsmath} % Symbols \usepackage{MnSymbol} % Symbols \usepackage{wasysym} % Symbols %\usepackage[english,german,french,spanish,italian]{babel} % Languages % Document Info \author{DesertGarnet} \pdfinfo{ /Title (tech-interview.pdf) /Creator (Cheatography) /Author (DesertGarnet) /Subject (Tech Interview Cheat Sheet) } % Lengths and widths \addtolength{\textwidth}{6cm} \addtolength{\textheight}{-1cm} \addtolength{\hoffset}{-3cm} \addtolength{\voffset}{-2cm} \setlength{\tabcolsep}{0.2cm} % Space between columns \setlength{\headsep}{-12pt} % Reduce space between header and content \setlength{\headheight}{85pt} % If less, LaTeX automatically increases it \renewcommand{\footrulewidth}{0pt} % Remove footer line \renewcommand{\headrulewidth}{0pt} % Remove header line \renewcommand{\seqinsert}{\ifmmode\allowbreak\else\-\fi} % Hyphens in seqsplit % This two commands together give roughly % the right line height in the tables \renewcommand{\arraystretch}{1.3} \onehalfspacing % Commands \newcommand{\SetRowColor}[1]{\noalign{\gdef\RowColorName{#1}}\rowcolor{\RowColorName}} % Shortcut for row colour \newcommand{\mymulticolumn}[3]{\multicolumn{#1}{>{\columncolor{\RowColorName}}#2}{#3}} % For coloured multi-cols \newcolumntype{x}[1]{>{\raggedright}p{#1}} % New column types for ragged-right paragraph columns \newcommand{\tn}{\tabularnewline} % Required as custom column type in use % Font and Colours \definecolor{HeadBackground}{HTML}{333333} \definecolor{FootBackground}{HTML}{666666} \definecolor{TextColor}{HTML}{333333} \definecolor{DarkBackground}{HTML}{A3A3A3} \definecolor{LightBackground}{HTML}{F3F3F3} \renewcommand{\familydefault}{\sfdefault} \color{TextColor} % Header and Footer \pagestyle{fancy} \fancyhead{} % Set header to blank \fancyfoot{} % Set footer to blank \fancyhead[L]{ \noindent \begin{multicols}{3} \begin{tabulary}{5.8cm}{C} \SetRowColor{DarkBackground} \vspace{-7pt} {\parbox{\dimexpr\textwidth-2\fboxsep\relax}{\noindent \hspace*{-6pt}\includegraphics[width=5.8cm]{/web/www.cheatography.com/public/images/cheatography_logo.pdf}} } \end{tabulary} \columnbreak \begin{tabulary}{11cm}{L} \vspace{-2pt}\large{\bf{\textcolor{DarkBackground}{\textrm{Tech Interview Cheat Sheet}}}} \\ \normalsize{by \textcolor{DarkBackground}{DesertGarnet} via \textcolor{DarkBackground}{\uline{cheatography.com/130725/cs/30906/}}} \end{tabulary} \end{multicols}} \fancyfoot[L]{ \footnotesize \noindent \begin{multicols}{3} \begin{tabulary}{5.8cm}{LL} \SetRowColor{FootBackground} \mymulticolumn{2}{p{5.377cm}}{\bf\textcolor{white}{Cheatographer}} \\ \vspace{-2pt}DesertGarnet \\ \uline{cheatography.com/desertgarnet} \\ \end{tabulary} \vfill \columnbreak \begin{tabulary}{5.8cm}{L} \SetRowColor{FootBackground} \mymulticolumn{1}{p{5.377cm}}{\bf\textcolor{white}{Cheat Sheet}} \\ \vspace{-2pt}Not Yet Published.\\ Updated 25th February, 2022.\\ Page {\thepage} of \pageref{LastPage}. \end{tabulary} \vfill \columnbreak \begin{tabulary}{5.8cm}{L} \SetRowColor{FootBackground} \mymulticolumn{1}{p{5.377cm}}{\bf\textcolor{white}{Sponsor}} \\ \SetRowColor{white} \vspace{-5pt} %\includegraphics[width=48px,height=48px]{dave.jpeg} Measure your website readability!\\ www.readability-score.com \end{tabulary} \end{multicols}} \begin{document} \raggedright \raggedcolumns % Set font size to small. Switch to any value % from this page to resize cheat sheet text: % www.emerson.emory.edu/services/latex/latex_169.html \footnotesize % Small font. \begin{multicols*}{3} \begin{tabularx}{5.377cm}{x{1.54287 cm} x{3.43413 cm} } \SetRowColor{DarkBackground} \mymulticolumn{2}{x{5.377cm}}{\bf\textcolor{white}{Basic System Design}} \tn % Row 0 \SetRowColor{LightBackground} \seqsplit{Presentation} Layer & User interface, caching, validation, single page or multi page \tn % Row Count 3 (+ 3) % Row 1 \SetRowColor{white} Business Layer & Logic/workflows, reuse common logic \tn % Row Count 5 (+ 2) % Row 2 \SetRowColor{LightBackground} Data Layer & Entity objects that pass data, database type. SQL vs NoSQL \tn % Row Count 8 (+ 3) \hhline{>{\arrayrulecolor{DarkBackground}}--} \SetRowColor{LightBackground} \mymulticolumn{2}{x{5.377cm}}{Also consider security of application.} \tn \hhline{>{\arrayrulecolor{DarkBackground}}--} \end{tabularx} \par\addvspace{1.3em} \begin{tabularx}{5.377cm}{X} \SetRowColor{DarkBackground} \mymulticolumn{1}{x{5.377cm}}{\bf\textcolor{white}{System Design - Deployment Considerations}} \tn \SetRowColor{LightBackground} \mymulticolumn{1}{p{5.377cm}}{\vspace{1px}\centerline{\includegraphics[width=5.1cm]{/web/www.cheatography.com/public/uploads/desertgarnet_1645757107_Deployment Considerations.png}}} \tn \hhline{>{\arrayrulecolor{DarkBackground}}-} \SetRowColor{LightBackground} \mymulticolumn{1}{x{5.377cm}}{Consider the following guidelines for deployment: \newline • Consider using non-distributed deployment to maximize performance. \newline • Consider using distributed deployment to achieve better scalability and to allow each layer \newline to be secured separately.} \tn \hhline{>{\arrayrulecolor{DarkBackground}}-} \end{tabularx} \par\addvspace{1.3em} \begin{tabularx}{5.377cm}{X} \SetRowColor{DarkBackground} \mymulticolumn{1}{x{5.377cm}}{\bf\textcolor{white}{Map Reduce}} \tn \SetRowColor{LightBackground} \mymulticolumn{1}{p{5.377cm}}{\vspace{1px}\centerline{\includegraphics[width=5.1cm]{/web/www.cheatography.com/public/uploads/desertgarnet_1645757439_mapreduce_work.jpg}}} \tn \hhline{>{\arrayrulecolor{DarkBackground}}-} \SetRowColor{LightBackground} \mymulticolumn{1}{x{5.377cm}}{The MapReduce algorithm contains two important tasks, namely Map and Reduce. \newline The Map task takes a set of data and converts it into another set of data, where individual elements are broken down into tuples (key-value pairs). \newline The Reduce task takes the output from the Map as an input and combines those data tuples (key-value pairs) into a smaller set of tuples.} \tn \hhline{>{\arrayrulecolor{DarkBackground}}-} \end{tabularx} \par\addvspace{1.3em} \begin{tabularx}{5.377cm}{x{1.34379 cm} x{3.63321 cm} } \SetRowColor{DarkBackground} \mymulticolumn{2}{x{5.377cm}}{\bf\textcolor{white}{SQL vs NoSQL}} \tn % Row 0 \SetRowColor{LightBackground} {\bf{SQL}} & Language used for relational databases \tn % Row Count 2 (+ 2) % Row 1 \SetRowColor{white} & Scaled vertically by increasing power (more common), scaled horizontally by partitioning \tn % Row Count 6 (+ 4) % Row 2 \SetRowColor{LightBackground} & Tables and columns, rows, Have constrained logical relationships \tn % Row Count 9 (+ 3) % Row 3 \SetRowColor{white} & Must exhibit ACID properties \tn % Row Count 10 (+ 1) % Row 4 \SetRowColor{LightBackground} & MS-SQL, Oracle, Access, Ingress \tn % Row Count 12 (+ 2) % Row 5 \SetRowColor{white} {\bf{NoSQL}} & Language used for non relational dbs \tn % Row Count 14 (+ 2) % Row 6 \SetRowColor{LightBackground} & Scales better horizontally using master-slave architecture \tn % Row Count 16 (+ 2) % Row 7 \SetRowColor{white} & Multiple formats: Column, Key-Value, Document, Graph \tn % Row Count 18 (+ 2) % Row 8 \SetRowColor{LightBackground} & Adheres to CAP \tn % Row Count 19 (+ 1) % Row 9 \SetRowColor{white} & MongoDB, DynamoDB, CouchDB \tn % Row Count 20 (+ 1) % Row 10 \SetRowColor{LightBackground} Use SQL when: & data is small \tn % Row Count 22 (+ 2) % Row 11 \SetRowColor{white} & Conceptually modeled as tabular \tn % Row Count 24 (+ 2) % Row 12 \SetRowColor{LightBackground} & consistency is critical \tn % Row Count 25 (+ 1) % Row 13 \SetRowColor{white} Use NoSQL when: & Graph or hierarchial data \tn % Row Count 27 (+ 2) % Row 14 \SetRowColor{LightBackground} & Data sets which are both large and mutate significantly \tn % Row Count 29 (+ 2) % Row 15 \SetRowColor{white} & Businesses growing extremely fast but lacking data schemata \tn % Row Count 32 (+ 3) \hhline{>{\arrayrulecolor{DarkBackground}}--} \SetRowColor{LightBackground} \mymulticolumn{2}{x{5.377cm}}{{\bf{ACID}} - Atomicity, Consistency, Isolation, Durability \newline {\bf{CAP}} - Consistency, Availabity, Partition tolerance} \tn \hhline{>{\arrayrulecolor{DarkBackground}}--} \end{tabularx} \par\addvspace{1.3em} \begin{tabularx}{5.377cm}{X} \SetRowColor{DarkBackground} \mymulticolumn{1}{x{5.377cm}}{\bf\textcolor{white}{Algorithms}} \tn % Row 0 \SetRowColor{LightBackground} \mymulticolumn{1}{x{5.377cm}}{Algorithm} \tn % Row Count 1 (+ 1) % Row 1 \SetRowColor{white} \mymulticolumn{1}{x{5.377cm}}{Insertion Sort} \tn % Row Count 2 (+ 1) % Row 2 \SetRowColor{LightBackground} \mymulticolumn{1}{x{5.377cm}}{Merge Sort} \tn % Row Count 3 (+ 1) % Row 3 \SetRowColor{white} \mymulticolumn{1}{x{5.377cm}}{Quick Sort} \tn % Row Count 4 (+ 1) \hhline{>{\arrayrulecolor{DarkBackground}}-} \SetRowColor{LightBackground} \mymulticolumn{1}{x{5.377cm}}{Quick Sort works better for small arrays \newline Merge Sort works better for linked lists and is consistent for any size of data} \tn \hhline{>{\arrayrulecolor{DarkBackground}}-} \end{tabularx} \par\addvspace{1.3em} \begin{tabularx}{5.377cm}{p{0.59501 cm} x{2.05965 cm} x{1.92234 cm} } \SetRowColor{DarkBackground} \mymulticolumn{3}{x{5.377cm}}{\bf\textcolor{white}{C\# String Methods}} \tn % Row 0 \SetRowColor{LightBackground} \seqsplit{CompareTo()} & Compare two strings & \seqsplit{`str2.CompareTo(str1)`} \tn % Row Count 3 (+ 3) % Row 1 \SetRowColor{white} \seqsplit{IndexOf()} & Returns the index position of first occurrence of character & \seqsplit{`str1.IndexOf(":")`} \tn % Row Count 7 (+ 4) % Row 2 \SetRowColor{LightBackground} \seqsplit{Remove()} & deletes all the characters from beginning to specified index position. & \seqsplit{`str1.Remove(i);`} \tn % Row Count 11 (+ 4) % Row 3 \SetRowColor{white} \seqsplit{Replace()} & replaces the specified character with another & \seqsplit{`str1.Replace('old'}, 'new');` \tn % Row Count 14 (+ 3) % Row 4 \SetRowColor{LightBackground} \seqsplit{Substring()} & his method returns substring. & \seqsplit{`str1.Substring(1}, 7);` \tn % Row Count 17 (+ 3) \hhline{>{\arrayrulecolor{DarkBackground}}---} \SetRowColor{LightBackground} \mymulticolumn{3}{x{5.377cm}}{`Substring(Int32)` \newline `Substring(Int32, Int32) //start, length`} \tn \hhline{>{\arrayrulecolor{DarkBackground}}---} \end{tabularx} \par\addvspace{1.3em} \begin{tabularx}{5.377cm}{x{1.84149 cm} x{3.13551 cm} } \SetRowColor{DarkBackground} \mymulticolumn{2}{x{5.377cm}}{\bf\textcolor{white}{C\# List Methods}} \tn % Row 0 \SetRowColor{LightBackground} \seqsplit{`BinarySearch()`} & Uses a binary search algorithm to locate a specific element in the sorted List\textless{}T\textgreater{} or a portion of it. \tn % Row Count 5 (+ 5) % Row 1 \SetRowColor{white} \seqsplit{`ConvertAll(Converter)`} & Converts the elements in the current List\textless{}T\textgreater{} to another type, and returns a list containing the converted elements. \tn % Row Count 10 (+ 5) % Row 2 \SetRowColor{LightBackground} `IndexOf()` & Returns the zero-based index of the first occurrence of a value in the List\textless{}T\textgreater{} or in a portion of it. \tn % Row Count 15 (+ 5) % Row 3 \SetRowColor{white} `Sort()` & Sorts the elements or a portion of the elements in the List\textless{}T\textgreater{} \tn % Row Count 18 (+ 3) % Row 4 \SetRowColor{LightBackground} `Reverse()` & Reverses the order of the elements in the List\textless{}T\textgreater{} or a portion of it. \tn % Row Count 21 (+ 3) \hhline{>{\arrayrulecolor{DarkBackground}}--} \SetRowColor{LightBackground} \mymulticolumn{2}{x{5.377cm}}{Sort is QuickSort} \tn \hhline{>{\arrayrulecolor{DarkBackground}}--} \end{tabularx} \par\addvspace{1.3em} \begin{tabularx}{5.377cm}{x{1.89126 cm} x{3.08574 cm} } \SetRowColor{DarkBackground} \mymulticolumn{2}{x{5.377cm}}{\bf\textcolor{white}{Search Basics}} \tn % Row 0 \SetRowColor{LightBackground} {\bf{Breadth First Search}} & An algorithm that searches a tree (or graph) by searching levels of the tree first, starting at the root. \tn % Row Count 5 (+ 5) % Row 1 \SetRowColor{white} & Moves left to right on level, tracking children. Then moves to next level \tn % Row Count 9 (+ 4) % Row 2 \SetRowColor{LightBackground} {\bf{Depth First Search}} & An algorithm that searches a tree (or graph) by searching depth of the tree first, starting at the root. \tn % Row Count 14 (+ 5) % Row 3 \SetRowColor{white} & It traverses left down a tree until it cannot go further \tn % Row Count 17 (+ 3) % Row 4 \SetRowColor{LightBackground} & traverses back up trying the right child of nodes on that branch, and if possible left from the right children \tn % Row Count 22 (+ 5) % Row 5 \SetRowColor{white} & When finished examining a branch it moves to the node right of the root then tries to go left on all it's children until it reaches the bottom. \tn % Row Count 28 (+ 6) % Row 6 \SetRowColor{LightBackground} {\bf{When to use BFS:}} & Optimal for searching a tree that is wider than it is deep \tn % Row Count 31 (+ 3) \end{tabularx} \par\addvspace{1.3em} \vfill \columnbreak \begin{tabularx}{5.377cm}{x{1.89126 cm} x{3.08574 cm} } \SetRowColor{DarkBackground} \mymulticolumn{2}{x{5.377cm}}{\bf\textcolor{white}{Search Basics (cont)}} \tn % Row 7 \SetRowColor{LightBackground} & Uses a queue to store information about the tree while it traverses a tree so uses more memory than DFS \tn % Row Count 5 (+ 5) % Row 8 \SetRowColor{white} {\bf{When to use DFS}} & Optimal for searching a tree that is deeper than it is wide. \tn % Row Count 8 (+ 3) % Row 9 \SetRowColor{LightBackground} & Uses a stack to push nodes onto. \tn % Row Count 10 (+ 2) \hhline{>{\arrayrulecolor{DarkBackground}}--} \end{tabularx} \par\addvspace{1.3em} % That's all folks \end{multicols*} \end{document}