## 「Designing Data-Intensive Applications」Chapter 1

Reliable, Scalable, and Maintainable Applications A data-intensive application is typically built from standard building blocks that provide commonly needed functionality. For example: Store data so that they, or another application, can find it again later (databases) Remember the result of an expensive operation, to speed up reads (caches) Allow users to search data by keyword … Continue reading "「Designing Data-Intensive Applications」Chapter 1"

Read More## Online Judge from Scratch(1) – Frontend

The frontend of Justice contains two sites: the web UI for users and the admin panel for administrators, the main reason to choose Yii2 is the Advanced Application Template provides both succinct project structure and great convenience to share the same logic between the two sites: Besides, we improved Yii2’s MVC pattern by adding an … Continue reading "Online Judge from Scratch(1) – Frontend"

Read More## Online Judge from Scratch(0) – Architecture

An online judge system(like codeforces, leetcode, etc) contains a problem set of algorithms to solve, while users can compile a piece of code and execute the generated binary with pre-constructed data to test if the code is correct. However details of algorithms won’t be discussed here, we mainly focus on how to build an online judge … Continue reading "Online Judge from Scratch(0) – Architecture"

Read More## Convex Hull

We start with the definition of a convex set: in convex geometry, a convex set is a subset of an affine space that is closed under convex combinations. More specifically, in Euclidean spaces, a convex region is a region where, for every pair of points within the region, every point on the straight line segment … Continue reading "Convex Hull"

Read More## Advanced Redis Use Cases

Active users of a web application Here we need to clarify what is an “active user” first: an active user is a logged-in user which has interactions with a web application recently. Web applications using http(s) protocal are stateless, so here “recently” has to be estimated and inaccurate: e.g., if we reckon a user is … Continue reading "Advanced Redis Use Cases"

Read More## Debug yii2 project with XDebug and PHPStorm

add Xdebug for PHP docs of adding Xdebug for PHP can be found here, and then add the following config section to php.ini: and make sure that Xdebug is enabled by checking phpinfo(): add local PHP interpreter setting add PHP server setting update Xdebug setting add PHPStorm Run/Debug configuration add … Continue reading "Debug yii2 project with XDebug and PHPStorm"

Read More## [Algorithm 101] Unbounded Knapsack Problem

We started this problem with Project Euler #31 Coin Sums: In England the currency is made up of pound, £, and pence, p, and there are eight coins in general circulation: 1p, 2p, 5p, 10p, 20p, 50p, £1 (100p) and £2 (200p). It is possible to make £2 in the following way: 1×£1 + 1×50p … Continue reading "[Algorithm 101] Unbounded Knapsack Problem"

Read More## [Algorithm 101] 0-1 Knapsack Problem

We start this problem with leetcode #494: Target Sum: You are given a list of non-negative integers, a1, a2, …, an, and a target, S. Now you have 2 symbols + and -. For each integer, you should choose one from + and - as its new symbol. Find out how many ways to assign … Continue reading "[Algorithm 101] 0-1 Knapsack Problem"

Read More## Higher-order functions in Javascript

In Javascript, functions are just like the other variables(AKA first-class citizen), and here are several interesting tricks implemented by treating functions as first-class citizen. currying Currying is for partial evaluation, a practical example is Function.prototype.bind() in Javascript: And we can implement bind()(under this circumstance only of course) by ourselves: trampolining Javascript(ES5) does not implement tail call optimization, … Continue reading "Higher-order functions in Javascript"

Read More## [Algorithm 101] Bit Manipulation: Count Bits of Integer (Hamming weight)

Function int bitCount(int n) returns how many “1”s does the number n have expressed in the binary form. For example, 0b101 is the binary form of number 5, so bitCount(5) returns 2. the naive way Check if each bit equals 1 and return the sum: the optimized naive way Consider the number 0b1. After the first right shift, 31 … Continue reading "[Algorithm 101] Bit Manipulation: Count Bits of Integer (Hamming weight)"

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