Mastering Date Formatting in Bash: A Developer’s Guide
A younger brother knows his older brother better than anyone else.
你就会发现只要涉及递归的问题,都是 树的问题。
但是必须说明的是,不管怎么优化,都符合回溯框架,而且时间复杂度都不 可能低于 O(N!),因为穷举整棵决策树是无法避免的。这也是回溯算法的一 个特点,不像动态规划存在重叠子问题可以优化,回溯算法就是纯暴力穷 举,复杂度一般都很高。
vector<vector<string>> res;
/* 输入棋盘边⻓ n,返回所有合法的放置 */ vector<vector<string>> solveNQueens(int n) {
// '.' 表示空,'Q' 表示皇后,初始化空棋盘。 vector<string> board(n, string(n, '.')); backtrack(board, 0);
return res;
}
// 路径:board 中小于 row 的那些行都已经成功放置了皇后 // 选择列表:第 row 行的所有列都是放置皇后的选择
// 结束条件:row 超过 board 的最后一行
void backtrack(vector<string>& board, int row) {
// 触发结束条件
if (row == board.size()) {
res.push_back(board);
return; }
int n = board[row].size();
for (int col = 0; col < n; col++) {
// 排除不合法选择
if (!isValid(board, row, col))
continue; // 做选择
board[row][col] = 'Q';
// 进入下一行决策 backtrack(board, row + 1); // 撤销选择
board[row][col] = '.';
}
}
/* 是否可以在 board[row][col] 放置皇后? */
bool isValid(vector<string>& board, int row, int col) {
int n = board.size();
// 检查列是否有皇后互相冲突
for (int i = 0; i < n; i++) {
if (board[i][col] == 'Q')
return false;
}
// 检查右上方是否有皇后互相冲突 for (int i = row - 1, j = col i >= 0 && j < n; i--,
+ 1; j++) {
if (board[i][j] == 'Q')
return false;
}
// 检查左上方是否有皇后互相冲突 for (int i = row - 1, j = col
- 1;
i >= 0 && j >= 0; i--, j--) {
if (board[i][j] == 'Q')
return false;
}
return true;
}
有的时候,我们并不想得到所有合法的答案,只想要一个答案,怎么办呢? 比如解数独的算法,找所有解法复杂度太高,只要找到一种解法就可以。 其实特别简单,只要稍微修改一下回溯算法的代码即可:
写 backtrack 函数时,需要维护走过的「路径」和当前可以做的「选择列 表」,当触发「结束条件」时,将「路径」记入结果集。 其实想想看,回溯算法和动态规划是不是有点像呢?我们在动态规划系列文 章中多次强调,动态规划的三个需要明确的点就是「状态」「选择」和 「base case」,是不是就对应着走过的「路径」,当前的「选择列表」和 「结束条件」?
分析二分查找的一个技巧是:不要出现 else,而是把所有情况用 else if 写清 楚,这样可以清楚地展现所有细节。本文都会使用 else if,旨在讲清楚,读 者理解后可自行简化。
以下是最常⻅的代码形式,其中的标记是需要注意的细节:
int left_bound(int[] nums, int target)
{
if (nums.length == 0) return -1;
int left = 0;
int right = nums.length; // 注意
while (left < right) { // 注意
int mid = (left + right) / 2;
if (nums[mid] == target) {
right = mid;
} else if (nums[mid] < target) {
left = mid + 1;
} else if (nums[mid] > target) {
right = mid; // 注意 }
}
}
return left;
}
int left_bound(int[] nums, int target) { int left = 0, right = nums.length - 1; // 搜索区间为 [left, right]
while (left <= right) {
int mid = left + (right - left) / 2; if (nums[mid] < target) {
// 搜索区间变为 [mid+1, right]
left = mid + 1;
} else if (nums[mid] > target) {
// 搜索区间变为 [left, mid-1]
right = mid - 1;
} else if (nums[mid] == target) {
// 收缩右侧边界
right = mid - 1; }
}
// 检查出界情况
if (left >= nums.length || nums[left] != target) return -1;
return left;
}
这样就和第一种二分搜索算法统一了,都是两端都闭的「搜索区间」,而且 最后返回的也是 left 变量的值。只要把住二分搜索的逻辑,两种形式大 家看自己喜欢哪种记哪种吧。
寻找右侧边界的二分查找 类似寻找左侧边界的算法,这里也会提供两种写法,还是先写常⻅的左闭右 开的写法,只有两处和搜索左侧边界不同,已标注:
int right_bound(int[] nums, int target) { if (nums.length == 0) return -1;
int left = 0, right = nums.length;
while (left < right) {
int mid = (left + right) / 2;
if (nums[mid] == target) {
left = mid + 1; // 注意
} else if (nums[mid] < target) {
left = mid + 1;
} else if (nums[mid] > target) {
right = mid; }
}
return left - 1; // 注意 }
为什么这个算法能够找到右侧边界? 答:类似地,关键点还是这里:
if (nums[mid] == target) {
left = mid + 1;
当 nums[mid] == target 时,不要立即返回,而是增大「搜索区间」的下界 left ,使得区间不断向右收缩,达到锁定右侧边界的目的。
是否也可以把这个算法的「搜索区间」也统一成两端都闭的形式呢?这 样这三个写法就完全统一了,以后就可以闭着眼睛写出来了。 答:当然可以,类似搜索左侧边界的统一写法,其实只要改两个地方就行 了:
int right_bound(int[] nums, int target) { int left = 0, right = nums.length - 1; while (left <= right) {
int mid = left + (right - left) / 2; if (nums[mid] < target) {
left = mid + 1;
} else if (nums[mid] > target) {
right = mid - 1;
} else if (nums[mid] == target) {
// 这里改成收缩左侧边界即可
left = mid + 1;
}
}
// 这里改为检查 right 越界的情况,⻅下图
if (right < 0 || nums[right] != target)
return -1; return right;
}
map.put(key, map.getOrDefault(key, 0) + 1)
滑动窗口算法的思路是这样: 1、我们在字符串 S 中使用双指针中的左右指针技巧,初始化 left = right = 0 ,把索引左闭右开区间 [left, right) 称为一个「窗口」。 2、我们先不断地增加 right 指针扩大窗口 [left, right) ,直到窗口中 的字符串符合要求(包含了 T 中的所有字符)。 3、此时,我们停止增加 right ,转而不断增加 left 指针缩小窗口 [left, right) ,直到窗口中的字符串不再符合要求(不包含 T 中的所有 字符了)。同时,每次增加 left ,我们都要更新一轮结果。 4、重复第 2 和第 3 步,直到 right 到达字符串 S 的尽头。
这个思路其实也不难,第 2 步相当于在寻找一个「可行解」,然后第 3 步在 优化这个「可行解」,最终找到最优解,也就是最短的覆盖子串。左右指针 轮流前进,窗口大小增增减减,窗口不断向右滑动,这就是「滑动窗口」这 个名字的来历。
Be advised shadow pointer
will only work for one case, that is the pattern with repeated char sets same as position zero
// base case, state will changed "0" -> "1" for given char at 0
dp[0][pattern.charAt(0)]=1;
int shaldow=0;
for (int i = 1; i < n; i++) {
// to traver each char
for (int c = 0; c < 256; c++) {
if(pattern.charAt(i)==c){
dp[i][c]=i+1; //[!!!!111] Not = dp[i][c]+1;, should be i+1
}else{
dp[i][c]=dp[shaldow][c];
}
}
shaldow=dp[shaldow][pattern.charAt(i)]; // ONLY start from "0" to check with prefix and save time
}
Buy and sell stocks without any limitations
public int maxProfit(int[] prices) {
if(prices==null || prices.length<0)
return 0;
int n=prices.length;
int profitNoholding=0,profitHolding=Integer.MIN_VALUE; // initially no transactions, the holding position will only be invalid
for(int i=0;i<n;i++){
int temp = profitNoholding;
profitNoholding=Math.max(profitNoholding, profitHolding+prices[i]);
profitHolding = Math.max(profitHolding, temp-prices[i]);
}
return profitNoholding;
}
public int maxProfit_best(int[] prices) {
int total=0;
// the philosophy is : add to total if current price is greater than previous one
for(int i=1;i<prices.length;i++){
if(prices[i]>prices[i-1]){
total+=prices[i]-prices[i-1];
}
}
return total;
}
}
class Solution {
public int[] nextGreaterElements(int[] nums) {
if(nums==null) return nums;
// for next greater , monotonic stack
Stack<Integer> stack = new Stack();
int n=nums.length;
int[] rtn=new int[n];
// looped, so use "%n" + 2n for loop processing
for(int i=2*n-1;i>=0;i--){
// to strip off unqualified element, aka. to keep monotonic stak
while(!stack.isEmpty() && stack.peek()<=nums[i%n]){ //[!!!!] be careful of bug, it should be "<=", rather than "<", becaust the question is "greater than", and it will add current element to stack, so if "=", it should be populate out as well
stack.pop();
}
rtn[i%n]=stack.isEmpty()?-1:stack.peek();
stack.push(nums[i%n]);
}
return rtn;
}
}
ListNode reverse(ListNode head) {
if (head.next == null)
return head;
ListNode last = reverse(head.next);
head.next.next = head;
head.next = null;
return last;
}
对于递归算法,最重要的就是明确递归函数的定义。具体来说,我们的 reverse 函数定义是这样的: 输入一个节点 head ,将「以 head 为起点」的链表反转,并返回反转之 后的头结点。
A younger brother knows his older brother better than anyone else.
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Keep an eye on the fruits of your labor.
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Be the Sun of your solar system.
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Shortcuts & tips
此文是作者英文原文的翻译文章,英文原文在:http://todzhang.com/posts/2018-06-10-jvm-warm-up/
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# Pigeonhole principle
你就会发现只要涉及递归的问题,都是 树的问题。
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This blog is about noteworthy pivot points about Java Concurrent Framework Back to Java old days there were wait()/notify() which is error prone, while fr...
Algorithm Leetcode
Feelings is the language of the soul. If you want to know what’s true for you about something, look to how your’re feeling about.
Enable Kafka listener annotated endpoints that are created under the covers by a AbstractListenerContainerFactory. To be used on Configuration classes as fol...
Why Terraform
Kafka
FX Spot is not covered by the regulation, as it is not considered to be a financial instrument by ESMA, the European Union (EU) regulator. As FX is considere...
currency pairs Direct ccy: means USD is part of currency pair Cross ccy: means ccy wihtout USD, so except NDF, the deal will be split to legs, both with...
nano seconds
Simple Binary Encoding (SBE)
“Cannot connect to remote desktop” with Citrix Receiver
A new type of Juice Put simply, Guice alleviates the need for factories and the use of new in your Java code. Think of Guice’s @Inject as the new new. You wi...
Key points All YAML files (regardless of their association with Ansible or not) can optionally begin with — and end with …. This is part of the YAML format a...
multithreading
Feature
What are protocol buffers?
Sudo in a Nutshell Sudo (su “do”) allows a system administrator to give certain users (or groups of users) the ability to run some (or all) commands as root...
ZK Motto the motto “ZooKeeper: Because Coordinating Distributed Systems is a Zoo.”
WHAT IS PRESTO?
Overview
Acceptance testing vs unit test It’s sometimes said that unit tests ensure you build the thing right, whereas acceptance tests ensure you build the right thi...
Scala String
philosophy The actor model adopts the philosophy that everything is an actor. This is similar to the everything is an object philosophy used by some object-o...
FileUtil.class
Camel’s message model In Camel, there are two abstractions for modeling messages, both of which we’ll cover in this section. org.apache.camel.Message—The ...
Settings
Exporting your beans to JMX The core class in Spring’s JMX framework is the MBeanExporter. This class is responsible for taking your Spring beans and registe...
Solace PubSub+ It is a message broker that lets you establish event-driven interactions between applications and microservices across hybrid cloud environmen...
App deployment, configuration management and orchestration - all from one system. Ansible is powerful IT automation that you can learn quickly.
Ansible: What Is It Good For? Ansible is often described as a configuration management tool, and is typically mentioned in the same breath as Chef, Puppet, a...
How Flexbox works — explained with big, colorful, animated gifs
commands:
Single Writer principle
KDB However kdb+ evaluates expressions right-to-left. There are no precedence rules. The reason commonly given for this behaviour is that it is a much simple...
Foreign Exchange markets
Better to use smart wait
Key concept In Scrum, a team is cross functional, meaning everyone is needed to take a feature from idea to implementation.
:100:DevOps Model Defined
https://stormforger.com/blog/2016/07/08/types-of-performance-testing/
Error of ‘ECONNRESET’ You may face error ECONNRESET from intranet, even appropriate proxy tools (e.g. cntlm) is running. The errors may looks like ```bash $ ...
Release & Testing Strategy There are various methods for safely releasing changes to Production. Each team must select what is appropriate for their own ...
commands to read files var lineReader = require(‘readline’).createInterface({ input: require(‘fs’).createReadStream(‘C:\dev\node\input\git_reset_files.tx...
https://blog.leanstack.com/minimum-viable-product-mvp-7e280b0b9418
What is difference between declarations, providers and import in NgModule
Cross-Origin Request Sharing - CORS (A.K.A. Cross-Domain AJAX request) is an issue that most web developers might encounter, according to Same-Origin-Policy,...
Why @Effects? In a simple ngrx/store project without ngrx/effects there is really no good place to put your async calls. Suppose a user clicks on a button or...
View A view is also a responder (UIView is a subclass of UIResponder). This means that a view is subject to user interactions, such as taps and swipes. Thus,...
openshift vs openstack The shoft and direct answer is `OpenShift Origin can run on top of OpenStack. They are complementary projects that work well together....
Concepts Cloud computing is the on-demand demand delivery of compute database storage applications and other IT resources through a cloud services platform v...
whats @Effects You can almost think of your Effects as special kinds of reducer functions that are meant to be a place for you to put your async calls in suc...
The second advantage to a lazy subscription is that the observable doesn’t hold onto data by default. In the previous example, each event generated by the in...
code E503 code E503 when run npm install packages, e.g.
The Docker project was responsible for popularizing container development in Linux systems. The original project defined a command and service (both named do...
The drawback of using Promises is that they’re unable to handle data sources that produce more than one value, like mouse movements or sequences of bytes in ...
Commands bible
How Page Value is calculated
interface RandomAccess Marker interface used by List implementations to indicate that they support fast (generally constant time) random access. The primary ...
Secure FTP SFTP over FTP is the equivalant of HTTPS over HTTP, the security version
Setup WebSphere profiles and application in command line
After establishing a SSH session, you can install a default web server by executing sudo yum install httpd -y. To start the web server, type sudo service htt...
ORA-12899: Value Too Large for Column
Spring Bean Life Cycle Callback Methods
#《亿级流量网站架构核心技术》目录一览 TCP四层负载均衡 使用Hystrix实现隔离 基于Servlet3实现请求隔离 限流算法 令牌桶算法 漏桶算法 分布式限流 redis+lua实现 Nginx+Lua实现 使用sharding-jdbc分库分表 Disruptor+Redis...
This is talking about Java JIT (Just-In-Time) compiler
Java Security well-behaved: programs should be prevent from consuming too much system resources
Noteworthy points about SeriableVersionUID in Java
s<-read.csv("C:/Users/xxx/dev/R/IRS/SHH_SCHISHG.csv") # aggregate s2<-table(s$Original.CP) s3<-as.data.frame(s2) # extract by Frequency ordered s3...
SFTP versus FTPS SS: Secure Shell An increasing number of our customers are looking to move away from standard FTP for transferring data, so we are ofte...
How do I remove a plug-in? Run Help > About Eclipse > Installation Details, select the software you no longer want and click Uninstall. (On Macintosh i...
Class loading subsystem
Maven philosophy “It is important to note that in the pom.xml file you specify the what and not the how. The pom.xml file can also serve as a documentatio...
Notes JDK 1.0 introduced rudimentary I/O facilities for accessing the file system (to create a directory, remove a file, or perform another task), accessi...
Net Protocols
SOA SOA is a set of design principles for building a suite of interoperable, flexible and reusable services based architecture. top-down and bottom-up a...
This page is about key points about Algorithm
Concept
What is the difference between Serializable and Externalizable in Java? In earlier version of Java, reflection was very slow, and so serializaing large ob...
What is NavigableMap
Concepts If you implement Comparable interface and override compareTo() method it must be consistent with equals() method i.e. for equal object by equals(...
Difference between equals and deepEquals of Arrays in Java Arrays.equals() method does not compare recursively if an array contains another array on oth...
Hashmap in JDK Some note worth points about hashmap Lookup process Step# 1: Quickly determine the bucket number in which this element may resid...
This blog is listing key new features introduced in Java 8
What is the difference between arbitrage and hedging?
Enum Misc
verbose:gc verbose:gc prints right after each gc collection and prints details about each generation memory details. Here is blog on how to read verbose gc
contract of hashCode : Whenever it is invoked on the same object more than once during an execution of a Java application, the hashCode method must consis...
Apache
Dependency Injection Angular doesn’t automatically know how you want to create instances of your services or the injector to create your service. You must co...
ThreadLocalRandom, SecureRandm, java.util.Random, java.math.Random
JDK Versions JDK 1.5 in 2005 JDK 1.6 in 2006 JDK 1.7 in 2011 JDK 1.8 in 2014 Sun之前风光无限,但是在2010年1月27号被Oracle收购。 在被Oracle收购后对外承诺要回到每2年一个realse的节奏。但是20...
用10几行代码自己写个人脸识别程序
Eslastic Search
JSON lines
Python Scraphy
引言 有句话说有人的地方就有江湖,同样,有江湖的地方就有恩怨。在软件行业历史长河(虽然相对于其他行业来说,软件行业的历史实在太短了,但是确是充满了智慧的碰撞也是十分的精彩)中有一些恩怨情愁,分分合合的小故事,比如类似的有,从一套代码发展出来后面由于合同到期就分道扬镳,然后各自发展成独门产品的Sybase DB和微...
Hyperledger Fabric for Mortals
使用Solidity创建以太坊(Ethereum)智能合约(Smart Contract)
Reference Sublime Scope Naming Syntax Guide
大家都知道,在软件测试特别是在单元测试时,必用的一个功能就是“断言”(Assert),可能有些人觉得不就一个Assert语句,没啥花头,也有很多人用起来也是懵懵懂懂,认为只要是Assert开头的方法,拿过来就用。一个偶然的机会跟人聊到此功能,觉得还是有必要在此整理一下如何使用以及对“断言”的理解。希望可以帮助大家...
深入浅出区块链系统:第一章. what you should know about blockchain
Kubernetes 和Docker Swarm 可能是使用最广泛的工具,用于在集群环境中部署容器。但是这两个工具还是有很大的差别。
在开发设计中有一些常用原则或者潜规则,根据笔者的经验,这里稍微总结一下最最常用的,以飨读者。
RFC origion http://www.w3.org/Protocols/rfc2616/rfc2616-sec9.html#sec9.1.2)
The stark difference among Spark and Storm. Although both are claimed to process the streaming data in real time. But Spark processes it as micro-batches; wh...
可以想像一下,之前的传统应用系统,像是一个大办公室里面,有各个部门,销售部,采购部,财务部。办一件事情效率比较高。但是也有一些弊端,首先,各部门都在一个房间里。
What’s it Returns an unmodifiable view of the specified set. This method allows modules to provide users with “read-only” access to internal sets. Query ope...
What’s Kibana kibana is an open source data visualization plugin for Elasticsearch. It provides visualization capabilities on top of the content indexed on...
What’s Kibana kibana is an open source data visualization plugin for Elasticsearch. It provides visualization capabilities on top of the content indexed on...
Design philosophies
UI HTML5, AngularJS, BootStrap, REST API, JSON Backend Hadoop core (HDFS), Hive, HBase, MapReduce, Oozie, Pig, Solr
Purpose of BA 带来一些商业价值(收益) 解决业务痛点
REST API must be hypertext driver Roy’s interview
Binary Tree A binary tree is a tree in which no node can have more than two children. A property of a binary tree that is sometimes important is that th...
eBooks list of various books Node.js
Common solutions
Toggle crosshair
“Be the change you wish to see in the world.” - Mahatma Gandhi
Difference between mutal funds and hedge funds
Differences between not in, not exists , and left join with null
concepts
404 error for customized domain (such as godday) 404 There is not a GitHub Pages site here. Go to github master branch for gitpages site, manually add CN...
RQFII RQFII stands for Renminbi Qualified Foreign Institutional Investor. RQFII was introduced in 2011 to allow qualified foreign institutional investors to ...
includes() vs some()
Docker Errors
Concepts LVS means Linux Virtual Server, which is one Linux built-in component.
(‘—–Unexpected error:’, <type ‘exceptions.TypeError’>) datetime.datetime.now()
RAID RAID is Reductant Array Independent Disk,
Concepts
Description
How to setup Git in Mint Linux =================================================
DB sharding in YHD
Microservice Services are organized around capabilities, e.g., user interface front-end, recommendation, logistics, billing, etc. Services are small in ...
Codecache The maximum size of the code cache is set via the -XX:ReservedCodeCacheSize=N flag (where N is the default just mentioned for the particular com...