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arguments"}),"\n",(0,s.jsxs)(n.p,{children:["The example program below prints out all command line arguments passed into the ",(0,s.jsx)(n.code,{children:"main()"})," function."]}),"\n",(0,s.jsx)(n.p,{children:(0,s.jsx)(n.strong,{children:"print-arguments.c"})}),"\n",(0,s.jsx)(n.pre,{children:(0,s.jsx)(n.code,{className:"language-c",children:'#include <stdio.h>\n\nint main(int argc, char **argv) {\n for (int i = 0; i < argc; i++) {\n printf("%s\\n", argv[i]);\n }\n}\n'})}),"\n",(0,s.jsx)(n.p,{children:"Key details:"}),"\n",(0,s.jsxs)(n.ul,{children:["\n",(0,s.jsxs)(n.li,{children:[(0,s.jsx)(n.code,{children:"argc"})," - the number of arguments passed into the program"]}),"\n",(0,s.jsxs)(n.li,{children:[(0,s.jsx)(n.code,{children:"argv"})," - the array of character pointers (strings) containing all arguments"]}),"\n",(0,s.jsxs)(n.li,{children:[(0,s.jsx)(n.code,{children:"argv[0]"})," - the first argument which is also the name of the program"]}),"\n"]}),"\n",(0,s.jsx)(n.p,{children:"To 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Press ",(0,i.jsx)(n.code,{children:"p"})," to paste what you yanked."]})]}),"\n",(0,i.jsx)(n.h3,{id:"disable-password-authentication",children:"Disable Password Authentication"}),"\n",(0,i.jsxs)(n.p,{children:["As it is assumed that you logged into your root account using SSH key, this step could be unnecessary. However, do still perform a check to verify that ",(0,i.jsx)(n.code,{children:"PasswordAuthentication no"})," is in place."]}),"\n",(0,i.jsxs)(n.ol,{children:["\n",(0,i.jsxs)(n.li,{children:["Open ",(0,i.jsx)(n.code,{children:"sshd_config"})," with Vim:"]}),"\n"]}),"\n",(0,i.jsx)(n.pre,{children:(0,i.jsx)(n.code,{className:"language-bash",children:"sudo vim /etc/ssh/sshd_config\n"})}),"\n",(0,i.jsxs)(n.ol,{start:"2",children:["\n",(0,i.jsxs)(n.li,{children:["Add ",(0,i.jsx)(n.code,{children:"PasswordAuthentication no"}),". It might be commented out as ",(0,i.jsx)(n.code,{children:"#PasswordAuthentication no"})," or written as ",(0,i.jsx)(n.code,{children:"PasswordAuthentication yes"}),". If you find either, replace with ",(0,i.jsx)(n.code,{children:"PasswordAuthentication no"}),". Else just add it in."]}),"\n"]}),"\n",(0,i.jsx)(n.admonition,{type:"tip",children:(0,i.jsxs)(n.p,{children:["Use ",(0,i.jsx)(n.code,{children:":/PasswordAuthentication"})," to find ",(0,i.jsx)(n.code,{children:"#PasswordAuthentication no"}),"."]})}),"\n",(0,i.jsxs)(n.ol,{start:"3",children:["\n",(0,i.jsxs)(n.li,{children:["\n",(0,i.jsxs)(n.p,{children:["Save the file with ",(0,i.jsx)(n.code,{children:":wq!"}),"."]}),"\n"]}),"\n",(0,i.jsxs)(n.li,{children:["\n",(0,i.jsxs)(n.p,{children:["Restart ",(0,i.jsx)(n.code,{children:"ssh"})," to implement this change:"]}),"\n"]}),"\n"]}),"\n",(0,i.jsx)(n.pre,{children:(0,i.jsx)(n.code,{className:"language-bash",children:"sudo systemctl restart ssh\n"})}),"\n",(0,i.jsx)(n.h2,{id:"basic-firewall",children:"Basic Firewall"}),"\n",(0,i.jsxs)(n.ol,{children:["\n",(0,i.jsx)(n.li,{children:"List application profiles registered with ufw firewall:"}),"\n"]}),"\n",(0,i.jsx)(n.pre,{children:(0,i.jsx)(n.code,{className:"language-bash",children:"sudo ufw app list\n"})}),"\n",(0,i.jsx)(n.p,{children:"You should see"}),"\n",(0,i.jsx)(n.pre,{children:(0,i.jsx)(n.code,{children:"Available applications:\n OpenSSH\n"})}),"\n",(0,i.jsxs)(n.ol,{start:"2",children:["\n",(0,i.jsx)(n.li,{children:"Ensure the firewall allows SSH connections:"}),"\n"]}),"\n",(0,i.jsx)(n.pre,{children:(0,i.jsx)(n.code,{className:"language-bash",children:"sudo ufw allow OpenSSH\nsudo ufw enable # Enable firewall\nsudo ufw status # Check if OpenSSH is allowed\n"})}),"\n",(0,i.jsxs)(n.p,{children:["You should see the following after executing ",(0,i.jsx)(n.code,{children:"sudo ufw status"}),":"]}),"\n",(0,i.jsx)(n.pre,{children:(0,i.jsx)(n.code,{children:"To Action From\n-- ------ ----\nOpenSSH ALLOW Anywhere\nOpenSSH (v6) ALLOW Anywhere (v6)\n"})}),"\n",(0,i.jsx)(n.h2,{id:"resources",children:"Resources"}),"\n",(0,i.jsxs)(n.ul,{children:["\n",(0,i.jsx)(n.li,{children:(0,i.jsx)(n.a,{href:"https://digipie.github.io/digidocs/os/ubuntu18-04/",children:"Original copy of this document at DigiDocs"})}),"\n",(0,i.jsx)(n.li,{children:(0,i.jsx)(n.a,{href:"https://www.digitalocean.com/community/tutorials/initial-server-setup-with-ubuntu-18-04",children:"Initial Server Setup with Ubuntu 18.04"})}),"\n",(0,i.jsx)(n.li,{children:(0,i.jsx)(n.a,{href:"https://www.digitalocean.com/community/tutorials/how-to-set-up-ssh-keys-on-ubuntu-1804",children:"How to Set Up SSH Keys on Ubuntu 18.04 "})}),"\n"]})]})}function u(e={}){const{wrapper:n}={...(0,t.M)(),...e.components};return n?(0,i.jsx)(n,{...e,children:(0,i.jsx)(c,{...e})}):c(e)}},2172:(e,n,s)=>{s.d(n,{I:()=>r,M:()=>d});var i=s(1504);const t={},o=i.createContext(t);function d(e){const n=i.useContext(o);return i.useMemo((function(){return"function"==typeof e?e(n):{...n,...e}}),[n,e])}function r(e){let n;return n=e.disableParentContext?"function"==typeof e.components?e.components(t):e.components||t:d(e.components),i.createElement(o.Provider,{value:n},e.children)}}}]); \ No newline at end of file diff --git a/assets/js/6855b58d.4222be59.js b/assets/js/6855b58d.4222be59.js new file mode 100644 index 00000000..638faf07 --- /dev/null +++ b/assets/js/6855b58d.4222be59.js @@ -0,0 +1 @@ +"use strict";(self.webpackChunkevantay_com=self.webpackChunkevantay_com||[]).push([[8132],{8888:(e,n,i)=>{i.r(n),i.d(n,{assets:()=>l,contentTitle:()=>o,default:()=>d,frontMatter:()=>a,metadata:()=>r,toc:()=>h});var t=i(7624),s=i(2172);const a={title:"Reliable, Scalable, and Maintainable Applications"},o=void 0,r={id:"reliable-scalable-maintainable",title:"Reliable, Scalable, and Maintainable Applications",description:"Published on July 31, 2021",source:"@site/docs/reliable-scalable-maintainable.md",sourceDirName:".",slug:"/reliable-scalable-maintainable",permalink:"/docs/reliable-scalable-maintainable",draft:!1,unlisted:!1,tags:[],version:"current",frontMatter:{title:"Reliable, Scalable, and Maintainable Applications"},sidebar:"docs",previous:{title:"Scaling Memcached",permalink:"/docs/scaling-memcached"},next:{title:"Ikigai",permalink:"/docs/ikigai"}},l={},h=[{value:"Reliability, Scalability, and Maintainability",id:"reliability-scalability-and-maintainability",level:2},{value:"Reliability",id:"reliability",level:2},{value:"Working correctly",id:"working-correctly",level:3},{value:"Fault-tolerance",id:"fault-tolerance",level:3},{value:"Human (un)reliability",id:"human-unreliability",level:3},{value:"Scalability",id:"scalability",level:2},{value:"Load parameter",id:"load-parameter",level:3},{value:"Performance",id:"performance",level:3},{value:"Response time",id:"response-time",level:3},{value:"Tail latencies",id:"tail-latencies",level:3},{value:"Scaling to cope with increased load",id:"scaling-to-cope-with-increased-load",level:3},{value:"Maintainability",id:"maintainability",level:2},{value:"Operability",id:"operability",level:3},{value:"Simplicity",id:"simplicity",level:3},{value:"Evolvability",id:"evolvability",level:3},{value:"Resources",id:"resources",level:2}];function c(e){const n={a:"a",admonition:"admonition",blockquote:"blockquote",br:"br",em:"em",h2:"h2",h3:"h3",img:"img",li:"li",ol:"ol",p:"p",strong:"strong",ul:"ul",...(0,s.M)(),...e.components};return(0,t.jsxs)(t.Fragment,{children:[(0,t.jsxs)(n.p,{children:["Published on July 31, 2021",(0,t.jsx)(n.br,{}),"\n","Updated on January 3, 2022",(0,t.jsx)(n.br,{}),"\n","Edited by ",(0,t.jsx)(n.a,{href:"https://www.linkedin.com/in/vanessa-tay-5973021ab/",children:"Vanessa Tay"})]}),"\n",(0,t.jsxs)(n.p,{children:["The opening chapter of Kleppman\u2019s ",(0,t.jsx)(n.a,{href:"https://dataintensive.net/",children:(0,t.jsx)(n.em,{children:"Designing Data-Intensive Applications"})})," book: ",(0,t.jsx)(n.em,{children:"Reliable, Scalable, and Maintainable Applications"}),", addresses key concerns you should consider when designing distributed and data-intensive systems, in an insightful way. I believe anyone working on a distributed system will benefit from reading it. However, as not all of us may have the time (or will) to pour over the book, I\u2019ve decided to share a quick summary of the key points Kleppman raises, as well as to offer some of my personal inputs with references to other literature and experts."]}),"\n",(0,t.jsx)(n.h2,{id:"reliability-scalability-and-maintainability",children:"Reliability, Scalability, and Maintainability"}),"\n",(0,t.jsx)(n.p,{children:(0,t.jsx)(n.img,{alt:"Designing Data-Intensive Applications",src:i(9623).c+"",width:"457",height:"600"})}),"\n",(0,t.jsx)(n.p,{children:"Reliability, Scalability, and Maintainability, the three characteristics that Kleppman opens with, are terms you might come across often. If you're not familiar with them, you may wonder: what are they and why are they important?"}),"\n",(0,t.jsx)(n.h2,{id:"reliability",children:"Reliability"}),"\n",(0,t.jsx)(n.p,{children:"When building an application, we want it to work correctly, even when things go wrong."}),"\n",(0,t.jsxs)(n.blockquote,{children:["\n",(0,t.jsxs)(n.p,{children:['"Anything that can go wrong will go wrong." - ',(0,t.jsx)(n.a,{href:"https://en.wikipedia.org/wiki/Murphy%27s_law",children:"Murphy's law"})]}),"\n"]}),"\n",(0,t.jsx)(n.p,{children:"The adage above can be applied to just about anything in life and applications are no exception. If we want our applications to be resilient during adverse conditions, we will have to design them with the expectation that things will go wrong. We can't blindly hope they won't."}),"\n",(0,t.jsxs)(n.blockquote,{children:["\n",(0,t.jsxs)(n.p,{children:['"Hope is not a strategy." - Traditional SRE saying, found in ',(0,t.jsx)(n.a,{href:"https://sre.google/sre-book/introduction/",children:"Google's Site Reliability Engineering book"})]}),"\n"]}),"\n",(0,t.jsx)(n.h3,{id:"working-correctly",children:"Working correctly"}),"\n",(0,t.jsx)(n.p,{children:"When we declare an application system as working correctly, we typically mean that it is able to:"}),"\n",(0,t.jsxs)(n.ol,{children:["\n",(0,t.jsx)(n.li,{children:"Perform the expected functionality,"}),"\n",(0,t.jsx)(n.li,{children:"With good enough performance under the expected load,"}),"\n",(0,t.jsx)(n.li,{children:"And can tolerate unintended user behaviour or mistakes,"}),"\n",(0,t.jsx)(n.li,{children:"And also prevent unauthorized access and abuse."}),"\n"]}),"\n",(0,t.jsx)(n.h3,{id:"fault-tolerance",children:"Fault-tolerance"}),"\n",(0,t.jsxs)(n.ul,{children:["\n",(0,t.jsxs)(n.li,{children:[(0,t.jsx)(n.strong,{children:"Reliability"}),": A reliable system continues to work correctly, even when things go wrong."]}),"\n",(0,t.jsxs)(n.li,{children:[(0,t.jsx)(n.strong,{children:"Fault"}),": A fault is typically defined as an individual component of the system deviating from its spec, when it performs in an unexpected way."]}),"\n",(0,t.jsxs)(n.li,{children:[(0,t.jsx)(n.strong,{children:"Failure"}),": The entire system failing as a whole, and being unable to deliver the required service to its users."]}),"\n",(0,t.jsxs)(n.li,{children:[(0,t.jsx)(n.strong,{children:"Fault-tolerant/Resilient"}),": If a system anticipates and prevents faults from causing failures, it is fault-tolerant."]}),"\n"]}),"\n",(0,t.jsx)(n.admonition,{type:"note",children:(0,t.jsx)(n.p,{children:"As it is impossible to design a zero-fault system, we should focus on preventing faults from causing failures instead. We do so by implementing fault-tolerance mechanisms."})}),"\n",(0,t.jsx)(n.h3,{id:"human-unreliability",children:"Human (un)reliability"}),"\n",(0,t.jsx)(n.p,{children:"When we design a fault-tolerant system, we will naturally consider how we can build it to tolerate hardware and software errors. We introduce hardware redundancy, such that if a hard disk fails, there's a backup which will take its place. We also write fault-tolerant code, such that a software fault would not cause the server to fail."}),"\n",(0,t.jsx)(n.p,{children:"These errors aren't the only ones we should consider. We should also consider how we can prevent human errors. After all, we humans design, create and operate these systems."}),"\n",(0,t.jsxs)(n.blockquote,{children:["\n",(0,t.jsx)(n.p,{children:'"Even when they have the best intentions, humans are known to be unreliable." - Found on Page 9 of the book'}),"\n"]}),"\n",(0,t.jsx)(n.p,{children:"We humans write the code, and decide what hardware to run our code on. We are responsible for all bugs and mistakes within our systems. Given that, it is important we ask ourselves often:"}),"\n",(0,t.jsxs)(n.blockquote,{children:["\n",(0,t.jsx)(n.p,{children:'"How do we make our systems reliable, in spite of unreliable humans?" - Found on Page 9 of the book'}),"\n"]}),"\n",(0,t.jsx)(n.p,{children:"To achieve that, we will need to design the system such that it:"}),"\n",(0,t.jsxs)(n.ul,{children:["\n",(0,t.jsxs)(n.li,{children:[(0,t.jsx)(n.strong,{children:"Minimizes opportunities for introducing errors"}),": We should design abstractions, APIs and administrator interfaces which make it easy to do the right thing, and hard to do the wrong thing."]}),"\n",(0,t.jsxs)(n.li,{children:[(0,t.jsx)(n.strong,{children:"Mitigates impact of failures by allowing quick and easy recovery"}),": We should provide a fast and easy way for developers to roll back a failure-inducing deployment, and for operators to undo accidental changes in the administrator interface."]}),"\n",(0,t.jsxs)(n.li,{children:[(0,t.jsx)(n.strong,{children:"Reduces delay in diagnosing errors through detailed monitoring"}),": We should set up clear and detailed monitoring which could provide early warning signals, and also insights into what went wrong so we can better triage errors."]}),"\n"]}),"\n",(0,t.jsx)(n.h2,{id:"scalability",children:"Scalability"}),"\n",(0,t.jsx)(n.p,{children:"As the load on our system increases, we want it to continue working correctly. To achieve that, we will have to design it such that it is scalable. Scalability describes a system's ability to deliver its expected functionality in spite of increased load. Given that there are many different types of load a system can have, it is meaningless to discuss whether the system is scalable or not. It is more productive to talk about whether it is scalable in a specific manner:"}),"\n",(0,t.jsxs)(n.blockquote,{children:["\n",(0,t.jsx)(n.p,{children:'"If the system grows in a particular way, what are our options for coping with the growth?" - Found on Page 11 of the book'}),"\n"]}),"\n",(0,t.jsx)(n.p,{children:"Before we can describe scalability, we will first need to define load. We can do so numerically by using load parameters."}),"\n",(0,t.jsx)(n.h3,{id:"load-parameter",children:"Load parameter"}),"\n",(0,t.jsx)(n.p,{children:"A load parameter is a metric you can use to describe a particular load for a given system. Examples include requests per second for a web application, and the ratio of cache hits to misses. The load parameters you should focus on depends on the architecture of your system and your user requirements."}),"\n",(0,t.jsxs)(n.blockquote,{children:["\n",(0,t.jsx)(n.p,{children:'"An architecture that scales well for a particular application is built around assumptions of which operations will be common and which will be rare - the load parameters." - Page 18 of the book'}),"\n"]}),"\n",(0,t.jsx)(n.h3,{id:"performance",children:"Performance"}),"\n",(0,t.jsx)(n.p,{children:"After defining the load parameters of your system, you can now describe how increases in load affect the system:"}),"\n",(0,t.jsxs)(n.ul,{children:["\n",(0,t.jsx)(n.li,{children:"When a load parameter increases, how is the system performance affected if you keep the system resources constant?"}),"\n",(0,t.jsx)(n.li,{children:"When a load parameter increases, how much do you need to increase the resources by to keep the system performance constant?"}),"\n"]}),"\n",(0,t.jsx)(n.p,{children:"To answer these questions, you would need to define performance metrics. Examples of such metrics include the throughput of a network protocol, and the response time of a web service."}),"\n",(0,t.jsx)(n.h3,{id:"response-time",children:"Response time"}),"\n",(0,t.jsx)(n.p,{children:"Response time is a common and important performance metrics for online, distributed systems. There are many different definitions for it out there. In the context of online systems, it is typically defined as the time between a client sending a request to the system and receiving a response from it."}),"\n",(0,t.jsx)(n.p,{children:"When you consider a system's response time, it is important to consider it not as a single value, the average (mean), but as a distribution of values, the percentiles. That's because the response time for requests varies a lot, and there are many outliers which are much slower. There are many reasons why this is so, here are some:"}),"\n",(0,t.jsxs)(n.ul,{children:["\n",(0,t.jsxs)(n.li,{children:[(0,t.jsx)(n.strong,{children:"Different types of requests have different processing time"}),": An online system handles many different types of requests which take varying amounts of time to process."]}),"\n",(0,t.jsxs)(n.li,{children:[(0,t.jsx)(n.strong,{children:"Caching reduces response time for common requests"}),": Common requests are often cached for high-traffic systems, and responded to much faster than those which are not."]}),"\n"]}),"\n",(0,t.jsx)(n.p,{children:"Given these reasons, the distribution of response time is asymmetric and significant outliers are common. This makes the mean much less representative of the response time than the median, also known as the 50th percentile."}),"\n",(0,t.jsx)(n.p,{children:"The median also provides information about the distribution which the mean does not - if the median response time is 80ms, you can infer that half of the requests have a response time faster than 80ms, and also that the other half would be slower than that. You can't infer the same from an average response time, as it is not a middle value like the median."}),"\n",(0,t.jsxs)(n.p,{children:["You can check out the article ",(0,t.jsx)(n.a,{href:"https://www.dynatrace.com/news/blog/why-averages-suck-and-percentiles-are-great/",children:"Michael Kopp: Why Averages Suck and Percentiles are Great"})," for more information on why the average response time is an inadequate performance metric."]}),"\n",(0,t.jsx)(n.h3,{id:"tail-latencies",children:"Tail latencies"}),"\n",(0,t.jsx)(n.p,{children:"You should also consider how slow the outliers are, by looking at higher percentiles such as the 95th and 99th percentile. These are the thresholds at which 95% or 99% of the requests are faster than that particular threshold. They're also commonly called tail latencies. It is important you consider these, because the users with the slowest response time are often those who have used the system most extensively."}),"\n",(0,t.jsx)(n.p,{children:"Amazon uses the 99.9th percentile for internal service response time requirements. They do so even though only 0.1% of requests are slower, because the customers with these requests are often the most valuable customers. They experience longer response time because they have more data. They have more data because they made many more purchases than typical customers, thus making them more valuable."}),"\n",(0,t.jsx)(n.h3,{id:"scaling-to-cope-with-increased-load",children:"Scaling to cope with increased load"}),"\n",(0,t.jsxs)(n.blockquote,{children:["\n",(0,t.jsx)(n.p,{children:'"An architecture that is appropriate for one level of load is unlikely to cope with 10 times that load." - Found on Page 17 of the book'}),"\n"]}),"\n",(0,t.jsx)(n.p,{children:"If you want to maintain good system performance, when the load parameters increase, you would need to increase the resources. There are two ways of doing so:"}),"\n",(0,t.jsxs)(n.ul,{children:["\n",(0,t.jsxs)(n.li,{children:[(0,t.jsx)(n.strong,{children:"Vertical scaling"}),": Scaling up by adding more power - adding more CPU or RAM to your virtual machine instance."]}),"\n",(0,t.jsxs)(n.li,{children:[(0,t.jsx)(n.strong,{children:"Horizontal scaling"}),": Scaling out by adding more machines - adding more instances to your instance group."]}),"\n"]}),"\n",(0,t.jsx)(n.p,{children:"There are tradeoffs between both approaches. A system running on a single, powerful machine is much simpler to develop and maintain than one on multiple machines. However, as you scale up a machine, it gets increasingly costly to do so, and scaling out becomes inevitable. You would need to find the right balance between both approaches if you want to achieve the most cost-effective and efficient outcome."}),"\n",(0,t.jsx)(n.h2,{id:"maintainability",children:"Maintainability"}),"\n",(0,t.jsx)(n.p,{children:"When building a system, we want to build it such that it is as easy to maintain as possible."}),"\n",(0,t.jsxs)(n.blockquote,{children:["\n",(0,t.jsx)(n.p,{children:'"It is well known that the majority of the cost of software is not in its initial development, but in its ongoing maintenance - fixing bugs, investigating failures, modifying it for new use cases, and adding new features." - Found on Page 18 of the book'}),"\n"]}),"\n",(0,t.jsx)(n.p,{children:"We should design systems which are easy to operate, understand and evolve. To achieve that, we should follow these three principles when designing a system:"}),"\n",(0,t.jsxs)(n.ul,{children:["\n",(0,t.jsxs)(n.li,{children:[(0,t.jsx)(n.strong,{children:"Operability"}),": We should make it easy for operators to keep the system running smoothly."]}),"\n",(0,t.jsxs)(n.li,{children:[(0,t.jsx)(n.strong,{children:"Simplicity"}),": We should make it easy for engineers to understand the system by reducing as much system complexity as possible."]}),"\n",(0,t.jsxs)(n.li,{children:[(0,t.jsx)(n.strong,{children:"Evolvability"}),": We should make it easy for engineers to change the system in future, adapting it for unanticipated use cases to match requirement changes."]}),"\n"]}),"\n",(0,t.jsx)(n.h3,{id:"operability",children:"Operability"}),"\n",(0,t.jsx)(n.p,{children:"A system with good operability makes routine maintenance tasks easy, allowing the operations team to focus on higher-value contributions. We can achieve that by designing a system with:"}),"\n",(0,t.jsxs)(n.ul,{children:["\n",(0,t.jsxs)(n.li,{children:[(0,t.jsx)(n.strong,{children:"Good telemetry"}),": Set up informative and usable monitoring and logging of the system's runtime behaviour and health."]}),"\n",(0,t.jsxs)(n.li,{children:[(0,t.jsx)(n.strong,{children:"Good documentation"}),': Document in an easy-to-understand manner such that operators are clear on what they can do and what is the outcome - e.g. "If I do X, Y will happen".']}),"\n",(0,t.jsxs)(n.li,{children:[(0,t.jsx)(n.strong,{children:"Good default behaviour"}),": Supply default values and settings for operational/internal tools, but allow operators to override defaults when needed for edge cases."]}),"\n"]}),"\n",(0,t.jsx)(n.h3,{id:"simplicity",children:"Simplicity"}),"\n",(0,t.jsx)(n.p,{children:"As a system grows larger, so does its complexity. This makes the system harder to understand by those working on it, which is problematic in many ways, such as:"}),"\n",(0,t.jsxs)(n.ul,{children:["\n",(0,t.jsxs)(n.li,{children:[(0,t.jsx)(n.strong,{children:"Lower productivity"}),": Engineers will take longer to complete tasks because they will have to spend more time understanding what they are working on"]}),"\n",(0,t.jsxs)(n.li,{children:[(0,t.jsx)(n.strong,{children:"Higher risk of introducing bugs"}),": Engineers are more likely to overlook hidden assumptions and unintended side effects which will cause faults."]}),"\n"]}),"\n",(0,t.jsxs)(n.p,{children:["Moseley and Marks define two types of complexity in their paper ",(0,t.jsx)(n.a,{href:"http://curtclifton.net/papers/MoseleyMarks06a.pdf",children:"Out of the Tar Pit"}),":"]}),"\n",(0,t.jsxs)(n.ul,{children:["\n",(0,t.jsxs)(n.li,{children:[(0,t.jsx)(n.strong,{children:"Essential Complexity"}),": inherent in the essence of the problem"]}),"\n",(0,t.jsxs)(n.li,{children:[(0,t.jsx)(n.strong,{children:"Accidental Complexity"}),": anything else which the development team would not have to deal with ideally (e.g. complexity arising from suboptimal language and infrastructure)"]}),"\n"]}),"\n",(0,t.jsx)(n.p,{children:"While it is inevitable that a system becomes more complex as it grows, we can mitigate it by reducing accidental complexity. We can do so by keeping simplicity in mind when working on the system. One of the best and most common approaches to doing so is by implementing abstractions, which can hide a ton of implementation detail behind a simple-to-understand facade."}),"\n",(0,t.jsx)(n.h3,{id:"evolvability",children:"Evolvability"}),"\n",(0,t.jsx)(n.p,{children:"It is likely your system's requirements will change due to reasons such as:"}),"\n",(0,t.jsxs)(n.ul,{children:["\n",(0,t.jsx)(n.li,{children:"An unanticipated use case emerging"}),"\n",(0,t.jsx)(n.li,{children:"Business priorities changing"}),"\n",(0,t.jsx)(n.li,{children:"User requesting new features"}),"\n"]}),"\n",(0,t.jsx)(n.p,{children:"The ease at which you evolve your system to meet the new requirements depends heavily on its simplicity. 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Younger me thought it would be cool and fun to run my own website, and it still is. ","\ud83d\ude0e"]}),"\n",(0,n.jsx)(t.p,{children:"To be honest, I can't even remember what my very first website looked like, but I am quite sure it was built using vanilla HTML and CSS, something unthinkable in this day and age."}),"\n",(0,n.jsx)(t.p,{children:(0,n.jsx)(t.strong,{children:(0,n.jsx)(t.em,{children:"Move to Grav CMS in 2017"})})}),"\n",(0,n.jsxs)(t.p,{children:["Given that I was building everything from the ground up, maintainability became problematic. In 2017, older younger me decided it wasn't worth the effort to do it myself, and I started shopping for a framework to adopt. I eventually settled on using ",(0,n.jsx)(t.a,{href:"https://getgrav.org/",children:"Grav"}),", a flat-file Content Management System (CMS) powered by PHP. 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It was about time to move on from PHP."]}),"\n",(0,n.jsxs)(t.li,{children:[(0,n.jsx)(t.strong,{children:"Reduce operating costs by moving from a dynamic to static website"})," ","\ud83d\udcb8"," : Given that all of my content are static, it did not make sense that I was using a dynamic PHP site generator such as ",(0,n.jsx)(t.a,{href:"https://getgrav.org/",children:"Grav"}),". By moving to a static website, I will be able to host my site at a cheaper cost or even for free! I am planning to achieve the latter by using ",(0,n.jsx)(t.a,{href:"https://pages.github.com/",children:"GitHub pages"}),"."]}),"\n"]}),"\n",(0,n.jsxs)(t.p,{children:["So far, the experience of using ",(0,n.jsx)(t.a,{href:"https://v2.docusaurus.io/",children:"Docusaurus v2"})," has been great! 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\ No newline at end of file diff --git a/assets/js/7550f3ec.05f2a3e5.js b/assets/js/7550f3ec.05f2a3e5.js new file mode 100644 index 00000000..f42e9580 --- /dev/null +++ b/assets/js/7550f3ec.05f2a3e5.js @@ -0,0 +1 @@ +"use strict";(self.webpackChunkevantay_com=self.webpackChunkevantay_com||[]).push([[8056],{9464:(e,n,o)=>{o.r(n),o.d(n,{assets:()=>d,contentTitle:()=>i,default:()=>h,frontMatter:()=>c,metadata:()=>l,toc:()=>r});var t=o(7624),s=o(2172);const c={title:"MongoDB Cheatsheet"},i=void 0,l={id:"mongodb-cheatsheet",title:"MongoDB Cheatsheet",description:"Published on December 23, 2020",source:"@site/docs/mongodb-cheatsheet.md",sourceDirName:".",slug:"/mongodb-cheatsheet",permalink:"/docs/mongodb-cheatsheet",draft:!1,unlisted:!1,tags:[],version:"current",frontMatter:{title:"MongoDB Cheatsheet"},sidebar:"docs",previous:{title:"MongoDB Setup",permalink:"/docs/mongodb-setup"},next:{title:"NodeJS Auto-reload server",permalink:"/docs/nodejs-auto-reload"}},d={},r=[{value:"Print a collection's documents",id:"print-a-collections-documents",level:2},{value:"Delete documents",id:"delete-documents",level:2},{value:"Resources",id:"resources",level:2}];function a(e){const n={a:"a",code:"code",em:"em",h2:"h2",li:"li",p:"p",pre:"pre",ul:"ul",...(0,s.M)(),...e.components};return(0,t.jsxs)(t.Fragment,{children:[(0,t.jsx)(n.p,{children:"Published on December 23, 2020"}),"\n",(0,t.jsx)(n.p,{children:(0,t.jsxs)(n.em,{children:["This document was migrated from ",(0,t.jsx)(n.a,{href:"https://digipie.github.io/digidocs/mongodb/cheat-sheet/",children:"DigiDocs"})]})}),"\n",(0,t.jsxs)(n.p,{children:["The purpose of this page is to summarise key ",(0,t.jsx)(n.code,{children:"mongodb"})," commands you will often use."]}),"\n",(0,t.jsx)(n.h2,{id:"print-a-collections-documents",children:"Print a collection's documents"}),"\n",(0,t.jsx)(n.pre,{children:(0,t.jsx)(n.code,{className:"language-bash",children:"# Select the database\nshow dbs\nuse <db-name>\n\n# Show all collections in the database\nshow collections\n\n# Print out all documents in the database\ndb.<collection-name>.find()\n\n# Print out in an easy-to-read but less compact format\ndb.<collection-name>.find().pretty()\n"})}),"\n",(0,t.jsx)(n.h2,{id:"delete-documents",children:"Delete documents"}),"\n",(0,t.jsx)(n.pre,{children:(0,t.jsx)(n.code,{className:"language-bash",children:"show dbs\nuse <db-name>\n\n# Show all collections in the database\nshow collections\n\n# Remove all documents in the collection\ndb.<collection-name>.remove( { } )\n\n# See reference for more information\n"})}),"\n",(0,t.jsx)(n.h2,{id:"resources",children:"Resources"}),"\n",(0,t.jsxs)(n.ul,{children:["\n",(0,t.jsx)(n.li,{children:(0,t.jsx)(n.a,{href:"https://digipie.github.io/digidocs/mongodb/cheat-sheet/",children:"Original copy of this document at DigiDocs"})}),"\n",(0,t.jsx)(n.li,{children:(0,t.jsx)(n.a,{href:"https://docs.mongodb.com/manual/reference/mongo-shell/",children:"MongoDB's official guide to mongo Shell Quick Reference"})}),"\n",(0,t.jsx)(n.li,{children:(0,t.jsx)(n.a,{href:"https://docs.mongodb.com/manual/reference/method/db.collection.remove/",children:"MongoDB's official guide to db.collection.remove()"})}),"\n"]})]})}function h(e={}){const{wrapper:n}={...(0,s.M)(),...e.components};return n?(0,t.jsx)(n,{...e,children:(0,t.jsx)(a,{...e})}):a(e)}},2172:(e,n,o)=>{o.d(n,{I:()=>l,M:()=>i});var t=o(1504);const s={},c=t.createContext(s);function i(e){const n=t.useContext(c);return t.useMemo((function(){return"function"==typeof e?e(n):{...n,...e}}),[n,e])}function l(e){let n;return n=e.disableParentContext?"function"==typeof e.components?e.components(s):e.components||s:i(e.components),t.createElement(c.Provider,{value:n},e.children)}}}]); \ No newline at end of file diff --git a/assets/js/771f38eb.673356af.js b/assets/js/771f38eb.673356af.js new file mode 100644 index 00000000..68d505f2 --- /dev/null +++ b/assets/js/771f38eb.673356af.js @@ -0,0 +1 @@ +"use strict";(self.webpackChunkevantay_com=self.webpackChunkevantay_com||[]).push([[4720],{7840:a=>{a.exports=JSON.parse('{"label":"ci","permalink":"/blog/tags/ci","allTagsPath":"/blog/tags","count":1,"unlisted":false}')}}]); \ No newline at end of file diff --git a/assets/js/773806e0.c63e41b6.js b/assets/js/773806e0.c63e41b6.js new file mode 100644 index 00000000..5c3b99ca --- /dev/null +++ b/assets/js/773806e0.c63e41b6.js @@ -0,0 +1 @@ +"use strict";(self.webpackChunkevantay_com=self.webpackChunkevantay_com||[]).push([[4888],{3648:(e,n,i)=>{i.r(n),i.d(n,{assets:()=>a,contentTitle:()=>o,default:()=>h,frontMatter:()=>t,metadata:()=>l,toc:()=>c});var s=i(7624),r=i(2172);const t={slug:"stack-2020",title:"STACK 2020 Developers Conference",author:"Evan Tay",author_url:"https://github.com/DigiPie",author_title:"Final year Computer Science major at NUS",author_image_url:"https://avatars2.githubusercontent.com/u/13582874",tags:["conference","cloud","microservices","GovTechSTACK"]},o=void 0,l={permalink:"/blog/stack-2020",editUrl:"https://github.com/DigiPie/kaya-folio/tree/main/website/blog/2020-12-03-stack-conference.md",source:"@site/blog/2020-12-03-stack-conference.md",title:"STACK 2020 Developers Conference",description:"STACK 2020 Developers Conference is GovTech\u2019s flagship conference and the largest government-led developers event in Singapore that connects government, industry and the tech community.",date:"2020-12-03T00:00:00.000Z",formattedDate:"December 3, 2020",tags:[{label:"conference",permalink:"/blog/tags/conference"},{label:"cloud",permalink:"/blog/tags/cloud"},{label:"microservices",permalink:"/blog/tags/microservices"},{label:"GovTechSTACK",permalink:"/blog/tags/gov-tech-stack"}],readingTime:7.07,hasTruncateMarker:!0,authors:[{name:"Evan Tay",title:"Final year Computer Science major at NUS",url:"https://github.com/DigiPie",imageURL:"https://avatars2.githubusercontent.com/u/13582874"}],frontMatter:{slug:"stack-2020",title:"STACK 2020 Developers Conference",author:"Evan Tay",author_url:"https://github.com/DigiPie",author_title:"Final year Computer Science major at NUS",author_image_url:"https://avatars2.githubusercontent.com/u/13582874",tags:["conference","cloud","microservices","GovTechSTACK"]},unlisted:!1,prevItem:{title:"History of EvanTay.com",permalink:"/blog/history"}},a={authorsImageUrls:[void 0]},c=[{value:"Opening note",id:"opening-note",level:2},{value:"Rethink, Reinvent, Rebuild",id:"rethink-reinvent-rebuild",level:2},{value:"Seeding the Cloud: Engineering Solutions for Cloud Adoption",id:"seeding-the-cloud-engineering-solutions-for-cloud-adoption",level:2},{value:"Six Principles for Refactoring a Monolith to Microservices",id:"six-principles-for-refactoring-a-monolith-to-microservices",level:2},{value:"You Won\u2019t BELIEVE This HACK to Improve Your Technical Communication!",id:"you-wont-believe-this-hack-to-improve-your-technical-communication",level:2},{value:"DevOps: Cloud and Back Again",id:"devops-cloud-and-back-again",level:2}];function d(e){const n={a:"a",admonition:"admonition",code:"code",h2:"h2",li:"li",mdxAdmonitionTitle:"mdxAdmonitionTitle",p:"p",strong:"strong",table:"table",tbody:"tbody",td:"td",th:"th",thead:"thead",tr:"tr",ul:"ul",...(0,r.M)(),...e.components};return(0,s.jsxs)(s.Fragment,{children:[(0,s.jsxs)(n.p,{children:[(0,s.jsx)(n.a,{href:"https://www.stack.gov.sg/",children:"STACK 2020 Developers Conference"})," is GovTech\u2019s flagship conference and the largest government-led developers event in Singapore that connects government, industry and the tech community."]}),"\n",(0,s.jsx)(n.p,{children:"In this post, you will find my key takeaways for some of the sessions I attended during the conference. 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familiarity"}),"\n",(0,s.jsx)(n.li,{children:'Get feedback on pain points faced by "customers" while using said templates'}),"\n"]}),"\n"]}),"\n",(0,s.jsxs)(n.li,{children:[(0,s.jsx)(n.strong,{children:"Consistent audit and reporting with Policy-as-Code (PaC)"}),"\n",(0,s.jsxs)(n.ul,{children:["\n",(0,s.jsx)(n.li,{children:"Code and configuration to test and validate cloud infrastructure deployed by IaC"}),"\n",(0,s.jsx)(n.li,{children:"Reduce need for manual audits and speed up auditing process"}),"\n"]}),"\n"]}),"\n"]}),"\n",(0,s.jsx)(n.h2,{id:"six-principles-for-refactoring-a-monolith-to-microservices",children:"Six Principles for Refactoring a Monolith to Microservices"}),"\n",(0,s.jsx)(n.p,{children:(0,s.jsx)(n.strong,{children:"Speaker(s)"})}),"\n",(0,s.jsxs)(n.ul,{children:["\n",(0,s.jsxs)(n.li,{children:[(0,s.jsx)(n.a,{href:"https://eventuate.io/about.html",children:"Chris Richardson"}),": Architect at Eventuate, Inc"]}),"\n"]}),"\n",(0,s.jsx)(n.p,{children:(0,s.jsx)(n.strong,{children:"Key takeaways"})}),"\n",(0,s.jsx)(n.admonition,{title:"Quote",type:"note",children:(0,s.jsx)(n.p,{children:'"A Microservice application is structured as a set of loosely coupled services that can be independently deployed." - Chris Richardson'})}),"\n",(0,s.jsx)(n.p,{children:"Chris shared 6 principles to follow when moving from a Monolith to a Microservice architecture."}),"\n",(0,s.jsxs)(n.p,{children:["Here are 5 of them ","\ud83d\ude09"," :"]}),"\n",(0,s.jsxs)(n.ul,{children:["\n",(0,s.jsxs)(n.li,{children:["Adopt Microservice architecture for the right reasons","\n",(0,s.jsxs)(n.ul,{children:["\n",(0,s.jsx)(n.li,{children:"Monolith architecture is not necessary bad (an anti-pattern), it has its valid use-cases"}),"\n",(0,s.jsx)(n.li,{children:"Adopt Microservice architecture because it allows you to deliver software rapidly, frequently and sustainability, with small, autonomous teams working on the different microservices"}),"\n"]}),"\n"]}),"\n",(0,s.jsxs)(n.li,{children:["Migrate to Microservice architecture incrementally rather than via Big Bang rewrite","\n",(0,s.jsxs)(n.ul,{children:["\n",(0,s.jsxs)(n.li,{children:[(0,s.jsx)(n.strong,{children:"Strangler Application"}),": Incrementally migrate functionality from existing Monolith application to new Strangler Microservice application","\n",(0,s.jsxs)(n.ul,{children:["\n",(0,s.jsx)(n.li,{children:"Extract existing code modules and database tables out into microservices"}),"\n",(0,s.jsx)(n.li,{children:"Implement new features as microservices"}),"\n"]}),"\n"]}),"\n"]}),"\n"]}),"\n",(0,s.jsxs)(n.li,{children:["Consider Return-on-Investment when deciding which modules to convert into microservices","\n",(0,s.jsxs)(n.ul,{children:["\n",(0,s.jsx)(n.li,{children:"Consider benefit of decoupling said module"}),"\n",(0,s.jsxs)(n.li,{children:["Consider cost of 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scale(var(--fa-layers-scale, 0.25));\n -webkit-transform-origin: bottom left;\n transform-origin: bottom left;\n}\n\n.fa-layers-top-right {\n top: var(--fa-top, 0);\n right: var(--fa-right, 0);\n -webkit-transform: scale(var(--fa-layers-scale, 0.25));\n transform: scale(var(--fa-layers-scale, 0.25));\n -webkit-transform-origin: top right;\n transform-origin: top right;\n}\n\n.fa-layers-top-left {\n left: var(--fa-left, 0);\n right: auto;\n top: var(--fa-top, 0);\n -webkit-transform: scale(var(--fa-layers-scale, 0.25));\n transform: scale(var(--fa-layers-scale, 0.25));\n -webkit-transform-origin: top left;\n transform-origin: top left;\n}\n\n.fa-1x {\n font-size: 1em;\n}\n\n.fa-2x {\n font-size: 2em;\n}\n\n.fa-3x {\n font-size: 3em;\n}\n\n.fa-4x {\n font-size: 4em;\n}\n\n.fa-5x {\n font-size: 5em;\n}\n\n.fa-6x {\n font-size: 6em;\n}\n\n.fa-7x {\n font-size: 7em;\n}\n\n.fa-8x {\n font-size: 8em;\n}\n\n.fa-9x {\n font-size: 9em;\n}\n\n.fa-10x {\n font-size: 10em;\n}\n\n.fa-2xs {\n 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var(--fa-animation-delay, 0s);\n animation-delay: var(--fa-animation-delay, 0s);\n -webkit-animation-direction: var(--fa-animation-direction, normal);\n animation-direction: var(--fa-animation-direction, normal);\n -webkit-animation-duration: var(--fa-animation-duration, 1s);\n animation-duration: var(--fa-animation-duration, 1s);\n -webkit-animation-iteration-count: var(--fa-animation-iteration-count, infinite);\n animation-iteration-count: var(--fa-animation-iteration-count, infinite);\n -webkit-animation-timing-function: var(--fa-animation-timing, cubic-bezier(0.4, 0, 0.6, 1));\n animation-timing-function: var(--fa-animation-timing, cubic-bezier(0.4, 0, 0.6, 1));\n}\n\n.fa-beat-fade {\n -webkit-animation-name: fa-beat-fade;\n animation-name: fa-beat-fade;\n -webkit-animation-delay: var(--fa-animation-delay, 0s);\n animation-delay: var(--fa-animation-delay, 0s);\n -webkit-animation-direction: var(--fa-animation-direction, normal);\n animation-direction: var(--fa-animation-direction, normal);\n -webkit-animation-duration: var(--fa-animation-duration, 1s);\n animation-duration: var(--fa-animation-duration, 1s);\n -webkit-animation-iteration-count: var(--fa-animation-iteration-count, infinite);\n animation-iteration-count: var(--fa-animation-iteration-count, infinite);\n -webkit-animation-timing-function: var(--fa-animation-timing, cubic-bezier(0.4, 0, 0.6, 1));\n animation-timing-function: var(--fa-animation-timing, cubic-bezier(0.4, 0, 0.6, 1));\n}\n\n.fa-flip {\n -webkit-animation-name: fa-flip;\n animation-name: fa-flip;\n -webkit-animation-delay: var(--fa-animation-delay, 0s);\n animation-delay: var(--fa-animation-delay, 0s);\n -webkit-animation-direction: var(--fa-animation-direction, normal);\n animation-direction: var(--fa-animation-direction, normal);\n -webkit-animation-duration: var(--fa-animation-duration, 1s);\n animation-duration: var(--fa-animation-duration, 1s);\n -webkit-animation-iteration-count: var(--fa-animation-iteration-count, infinite);\n animation-iteration-count: var(--fa-animation-iteration-count, infinite);\n -webkit-animation-timing-function: var(--fa-animation-timing, ease-in-out);\n animation-timing-function: var(--fa-animation-timing, ease-in-out);\n}\n\n.fa-shake {\n -webkit-animation-name: fa-shake;\n animation-name: fa-shake;\n -webkit-animation-delay: var(--fa-animation-delay, 0s);\n animation-delay: var(--fa-animation-delay, 0s);\n -webkit-animation-direction: var(--fa-animation-direction, normal);\n animation-direction: var(--fa-animation-direction, normal);\n -webkit-animation-duration: var(--fa-animation-duration, 1s);\n animation-duration: var(--fa-animation-duration, 1s);\n -webkit-animation-iteration-count: var(--fa-animation-iteration-count, infinite);\n animation-iteration-count: var(--fa-animation-iteration-count, infinite);\n -webkit-animation-timing-function: var(--fa-animation-timing, linear);\n animation-timing-function: var(--fa-animation-timing, linear);\n}\n\n.fa-spin {\n -webkit-animation-name: fa-spin;\n animation-name: fa-spin;\n -webkit-animation-delay: var(--fa-animation-delay, 0s);\n animation-delay: var(--fa-animation-delay, 0s);\n -webkit-animation-direction: var(--fa-animation-direction, normal);\n animation-direction: var(--fa-animation-direction, normal);\n -webkit-animation-duration: var(--fa-animation-duration, 2s);\n animation-duration: var(--fa-animation-duration, 2s);\n -webkit-animation-iteration-count: var(--fa-animation-iteration-count, infinite);\n animation-iteration-count: var(--fa-animation-iteration-count, infinite);\n -webkit-animation-timing-function: var(--fa-animation-timing, linear);\n animation-timing-function: var(--fa-animation-timing, linear);\n}\n\n.fa-spin-reverse {\n --fa-animation-direction: reverse;\n}\n\n.fa-pulse,\n.fa-spin-pulse {\n -webkit-animation-name: fa-spin;\n animation-name: fa-spin;\n -webkit-animation-direction: var(--fa-animation-direction, normal);\n animation-direction: var(--fa-animation-direction, normal);\n -webkit-animation-duration: var(--fa-animation-duration, 1s);\n animation-duration: var(--fa-animation-duration, 1s);\n -webkit-animation-iteration-count: var(--fa-animation-iteration-count, infinite);\n animation-iteration-count: var(--fa-animation-iteration-count, infinite);\n -webkit-animation-timing-function: var(--fa-animation-timing, steps(8));\n animation-timing-function: var(--fa-animation-timing, steps(8));\n}\n\n@media (prefers-reduced-motion: reduce) {\n .fa-beat,\n.fa-bounce,\n.fa-fade,\n.fa-beat-fade,\n.fa-flip,\n.fa-pulse,\n.fa-shake,\n.fa-spin,\n.fa-spin-pulse {\n -webkit-animation-delay: -1ms;\n animation-delay: -1ms;\n -webkit-animation-duration: 1ms;\n animation-duration: 1ms;\n -webkit-animation-iteration-count: 1;\n animation-iteration-count: 1;\n -webkit-transition-delay: 0s;\n transition-delay: 0s;\n -webkit-transition-duration: 0s;\n transition-duration: 0s;\n }\n}\n@-webkit-keyframes fa-beat {\n 0%, 90% {\n -webkit-transform: scale(1);\n transform: scale(1);\n }\n 45% {\n -webkit-transform: scale(var(--fa-beat-scale, 1.25));\n transform: scale(var(--fa-beat-scale, 1.25));\n }\n}\n@keyframes fa-beat {\n 0%, 90% {\n -webkit-transform: scale(1);\n transform: scale(1);\n }\n 45% {\n -webkit-transform: scale(var(--fa-beat-scale, 1.25));\n transform: scale(var(--fa-beat-scale, 1.25));\n }\n}\n@-webkit-keyframes fa-bounce {\n 0% {\n -webkit-transform: scale(1, 1) translateY(0);\n transform: scale(1, 1) translateY(0);\n }\n 10% {\n -webkit-transform: scale(var(--fa-bounce-start-scale-x, 1.1), var(--fa-bounce-start-scale-y, 0.9)) translateY(0);\n transform: scale(var(--fa-bounce-start-scale-x, 1.1), var(--fa-bounce-start-scale-y, 0.9)) translateY(0);\n }\n 30% {\n -webkit-transform: scale(var(--fa-bounce-jump-scale-x, 0.9), var(--fa-bounce-jump-scale-y, 1.1)) translateY(var(--fa-bounce-height, -0.5em));\n transform: scale(var(--fa-bounce-jump-scale-x, 0.9), var(--fa-bounce-jump-scale-y, 1.1)) translateY(var(--fa-bounce-height, -0.5em));\n }\n 50% {\n -webkit-transform: scale(var(--fa-bounce-land-scale-x, 1.05), var(--fa-bounce-land-scale-y, 0.95)) translateY(0);\n transform: scale(var(--fa-bounce-land-scale-x, 1.05), var(--fa-bounce-land-scale-y, 0.95)) translateY(0);\n }\n 57% {\n -webkit-transform: scale(1, 1) translateY(var(--fa-bounce-rebound, -0.125em));\n transform: scale(1, 1) translateY(var(--fa-bounce-rebound, -0.125em));\n }\n 64% {\n -webkit-transform: scale(1, 1) translateY(0);\n transform: scale(1, 1) translateY(0);\n }\n 100% {\n -webkit-transform: scale(1, 1) translateY(0);\n transform: scale(1, 1) translateY(0);\n }\n}\n@keyframes fa-bounce {\n 0% {\n -webkit-transform: scale(1, 1) translateY(0);\n transform: scale(1, 1) translateY(0);\n }\n 10% {\n -webkit-transform: scale(var(--fa-bounce-start-scale-x, 1.1), var(--fa-bounce-start-scale-y, 0.9)) translateY(0);\n transform: scale(var(--fa-bounce-start-scale-x, 1.1), var(--fa-bounce-start-scale-y, 0.9)) translateY(0);\n }\n 30% {\n -webkit-transform: 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Its insights enabled me to make well-reasoned software design decisions, and confidently communicate them, in spite of my relative professional inexperience. Given how helpful it has been, I\u2019m here today to share more about the impression it has left on me, and convince you that it is a must-read if you are a software engineer.","date":"2021-09-10T00:00:00.000Z","formattedDate":"September 10, 2021","tags":[{"label":"book-review","permalink":"/blog/tags/book-review"},{"label":"software-engineering","permalink":"/blog/tags/software-engineering"},{"label":"software-architecture","permalink":"/blog/tags/software-architecture"}],"readingTime":2.475,"hasTruncateMarker":true,"authors":[{"name":"Evan Tay","title":"Software Engineer at Padlet","url":"https://github.com/DigiPie","imageURL":"https://avatars2.githubusercontent.com/u/13582874"}],"frontMatter":{"slug":"why-you-should-read-ddia","title":"Why every Software Engineer should read Designing Data-Intensive Applications","author":"Evan Tay","author_url":"https://github.com/DigiPie","author_title":"Software Engineer at Padlet","author_image_url":"https://avatars2.githubusercontent.com/u/13582874","tags":["book-review","software-engineering","software-architecture"]},"unlisted":false,"nextItem":{"title":"Integrating PostHog product analytics with Docusaurus v2 on GitHub Pages","permalink":"/blog/docusaurus-posthog"}},"content":"Picking up this book was one of the best decisions I made for my fledgling software engineering career. Its insights enabled me to make well-reasoned software design decisions, and confidently communicate them, in spite of my relative professional inexperience. Given how helpful it has been, I\u2019m here today to share more about the impression it has left on me, and convince you that it is a must-read if you are a software engineer.\\n\\n\x3c!--truncate--\x3e\\n\\n\\n\\nI kickstarted my engineering career back in January 2021, as a full stack engineer at [Padlet](https://padlet.com/). During the onboarding process, my (amazing) mentor, Brian, imparted a great deal of guidance to me. One of his tips was that I should take a look at Kleppman\u2019s [Designing Data-Intensive Applications](https://dataintensive.net/). Thankfully, we had two copies of the book in the office, purchased by my (also amazing) boss, Shu Yang, who recommended me to read it too. I\u2019m thankful I ended up taking their advice, because I was able to glean so much insights from Kleppman, which happened to be highly applicable to the infrastructure and full stack projects I was developing.\\n\\n> \\"This book should be required reading for software engineers.\\" - Kevin Scott, Chief Technology Officer at Microsoft\\n\\nLike Brian, Shu Yang and Kevin, I now also believe all software engineers working on a distributed, cloud or data-intensive system will greatly benefit from reading the book. It provides the fundamental framework for thinking about these systems, and also the vocabulary to communicate such thoughts. Coupled together, these insights will empower you to make better design decisions and effectively convey them, even if you lack prior experience in the problem domain.\\n\\nKleppman also compared the key fundamental ideas behind the broad range of popular data systems out there today, by discussing their advantages, limitations and trade-offs, rather than diving deep into the intricacies of each tool. This was ideal given that the book\'s objective was to help us choose the right tool for the right occasion, which these characteristics will be more relevant for.\\n\\nIf you lack the time (or will) to pour over the entire book, you should at least check out the opening chapter. In it, Kleppman gives a comprehensive yet succinct overview of what I mentioned above, and provides a clear, detailed explanation of the three key principles in designing data-intensive system architecture: Reliability, Scalability and Maintainability. Just reading this first chapter alone was beneficial to me, as I was now able to better understand and discuss architectural concerns with my team.\\n\\nIf you\'re still not convinced whether to invest your time into this book, you can check out a [summary I\'ve written for the first chapter](/docs/reliable-scalable-maintainable), where I\u2019ve condensed Kleppman\u2019s opening discourse on Reliability, Scalability and Maintainability. I\u2019m certain it\u2019ll provide a glimpse into the many lessons that [Designing Data-Intensive Applications](https://dataintensive.net/) has to share, and if you do read the book, definitely let me know what you think!\\n\\n_Special thanks to [Vanessa Tay](https://www.linkedin.com/in/thebestvanessatay) for editing this!_"},{"id":"docusaurus-posthog","metadata":{"permalink":"/blog/docusaurus-posthog","editUrl":"https://github.com/DigiPie/kaya-folio/tree/main/website/blog/2021-06-26-docusaurus-posthog-analytics.md","source":"@site/blog/2021-06-26-docusaurus-posthog-analytics.md","title":"Integrating PostHog product analytics with Docusaurus v2 on GitHub Pages","description":"I integrated PostHog analytics into this website today. I decided to do so after reading Gergely Orosz\'s Stats page on his blog The Pragmatic Engineer. He had installed Plausible analytics and made his analytics dashboard public. I thought that was cool and wanted to do the same.","date":"2021-06-26T00:00:00.000Z","formattedDate":"June 26, 2021","tags":[{"label":"docusaurus","permalink":"/blog/tags/docusaurus"},{"label":"posthog","permalink":"/blog/tags/posthog"},{"label":"analytics","permalink":"/blog/tags/analytics"}],"readingTime":3.15,"hasTruncateMarker":true,"authors":[{"name":"Evan Tay","title":"Software Engineer at Padlet","url":"https://github.com/DigiPie","imageURL":"https://avatars2.githubusercontent.com/u/13582874"}],"frontMatter":{"slug":"docusaurus-posthog","title":"Integrating PostHog product analytics with Docusaurus v2 on GitHub Pages","author":"Evan Tay","author_url":"https://github.com/DigiPie","author_title":"Software Engineer at Padlet","author_image_url":"https://avatars2.githubusercontent.com/u/13582874","tags":["docusaurus","posthog","analytics"]},"unlisted":false,"prevItem":{"title":"Why every Software Engineer should read Designing Data-Intensive Applications","permalink":"/blog/why-you-should-read-ddia"},"nextItem":{"title":"Top 3 reasons why you should start investing with StashAway today!","permalink":"/blog/stashaway"}},"content":"I integrated [PostHog](https://posthog.com/) analytics into this website today. I decided to do so after reading Gergely Orosz\'s [Stats](https://blog.pragmaticengineer.com/stats/) page on his blog [The Pragmatic Engineer](https://blog.pragmaticengineer.com/). He had installed [Plausible](https://plausible.io/) analytics and made his [analytics dashboard](https://plausible.io/blog.pragmaticengineer.com?period=6mo) public. I thought that was cool and wanted to do the same.\\n\\nI managed to find a [Plausible plugin](https://github.com/infracost/docusaurus-plugin-plausible) for [Docusaurus v2](https://docusaurus.io/), which is what this website runs on. But I decided to use [PostHog](https://posthog.com/) instead. It also has a [Docusaurus plugin](https://github.com/PostHog/posthog-docusaurus) and a public dashboard feature. I decided so because it is free and Plausible isn\'t.\\n\\n\x3c!--truncate--\x3e\\n\\nPlausible only offers a free 30-day trial, and would cost at least $6 monthly subsequently. In comparison, PostHog has a free non-expiring tier which provides up to 1 million events every month. It also requires no credit card and is completely self-serve. There was no need to request and wait for a free license. It took me less than 10 minutes from signing up to getting the analytics running.\\n\\n:::info PostHog is open-source\\n\\nIf you are looking for an open-source solution you can self-host, PostHog may be it.\\n\\n:::\\n\\nDespite what I have shared so far, I would still choose Plausible over PostHog if the former was free too. That\'s because the Plausible\'s dashboard interface looks much better and has more visualization options. For comparison, you can view the [PostHog dashboard](https://app.posthog.com/shared_dashboard/OpHsSFokK2VvhHFF-5Jn0rgVzqaMRg) for this site, and the [Plausible dashboard](https://plausible.io/blog.pragmaticengineer.com?period=6mo) for [The Pragmatic Engineer](https://blog.pragmaticengineer.com/).\\n\\nIf you want to integrate PostHog with your Docusaurus site, you can follow the guide below. The later steps are for deployment to GitHub Pages via GitHub Actions. But you can easily modify them for other platforms and deployment workflows. I will give some tips for doing that.\\n\\n## Installation Guide\\n\\n1. Sign up for **PostHog Cloud** on [posthog.com](https://posthog.com/).\\n1. Get your **Project API Key** from [Project Settings](https://app.posthog.com/project/settings).\\n \\n\\n1. Install the `posthog-docusaurus` package by running this command at your Docusaurus project root:\\n\\n ```zsh\\n yarn add posthog-docusaurus\\n ```\\n\\n or\\n\\n ```zsh\\n npm install --save posthog-docusaurus\\n ```\\n\\n1. Add this code block to `docusaurus.config.js`:\\n\\n ```js\\n module.exports = {\\n plugins: [\\"posthog-docusaurus\\"],\\n themeConfig: {\\n posthog: {\\n apiKey: process.env.POSTHOG_API_KEY || \\"DEV\\",\\n appUrl: \\"https://app.posthog.com\\", // optional\\n enableInDevelopment: false, // optional\\n },\\n },\\n };\\n ```\\n\\n :::note\\n\\n The example in the official PostHog guide for [Docusaurus v2 Integration](https://posthog.com/docs/libraries/docusaurus) inserts the API key directly into the code (e.g. `apiKey: \\"phc_fakekeyhHBZOuIq\\"`). It is a bad idea to do so, especially if you host your code publicly (i.e. on a GitHub public repo). It is good practice to keep API keys secret and outside of application code instead. We will be using [GitHub Encrypted Secrets](https://docs.github.com/en/actions/reference/encrypted-secrets) to achieve that.\\n\\n :::\\n\\n1. Add a **repository secret** to the GitHub repo hosting your site\'s code.\\n \\n\\n **Settings** > **Secrets** > **New repository secret** > **Name:** `POSTHOG_API_KEY`\\n\\n :::tip If you are using another deployment platform\\n\\n There should be a settings panel which allows you to specify environment variables or secrets to insert into your application deployments securely. Put your `POSTHOG_API_KEY` there. Skip the next step.\\n\\n :::\\n\\n1. Open the GitHub Action workflow file responsible for deploying your site, and add the environment variable `POSTHOG_API_KEY` to the Docusaurus build step:\\n\\n ```yml\\n env:\\n POSTHOG_API_KEY: ${{ secrets.POSTHOG_API_KEY }}\\n ```\\n\\n Example:\\n\\n ```yml\\n # Install and build Docusaurus website\\n - name: Build Docusaurus website\\n run: |\\n cd website\\n npm install \\n npm run build\\n env:\\n POSTHOG_API_KEY: ${{ secrets.POSTHOG_API_KEY }}\\n ```\\n\\nThat\'s it! Once you deploy your new changes, the plugin will automatically start tracking pageviews, clicks and more. For more customisation options, you can check out the [posthog-docusaurus](https://github.com/PostHog/posthog-docusaurus) plugin repo and the PostHog guide for [Docusaurus v2 Integration](https://posthog.com/docs/libraries/docusaurus). You can also check out the [commit](https://github.com/DigiPie/kaya-folio/commit/fd6b029dbc0be34909cd539f2d33bac5de8209bc) I made to integrate PostHog into this website.\\n\\nIf you want to deploy Docusaurus to GitHub Pages, check out my post on [GitHub Action for Docusaurus](2021-01-17-docusaurus-gh-action.md)."},{"id":"stashaway","metadata":{"permalink":"/blog/stashaway","editUrl":"https://github.com/DigiPie/kaya-folio/tree/main/website/blog/2021-03-11-stashaway.md","source":"@site/blog/2021-03-11-stashaway.md","title":"Top 3 reasons why you should start investing with StashAway today!","description":"This article was posted sometime back in early 2021 and may be outdated. Refer to SingSaver instead for updated information.","date":"2021-03-11T00:00:00.000Z","formattedDate":"March 11, 2021","tags":[{"label":"investing","permalink":"/blog/tags/investing"},{"label":"sharing","permalink":"/blog/tags/sharing"}],"readingTime":4.47,"hasTruncateMarker":true,"authors":[{"name":"Evan Tay","title":"Wage Slave","url":"https://github.com/DigiPie","imageURL":"https://avatars2.githubusercontent.com/u/13582874"}],"frontMatter":{"slug":"stashaway","title":"Top 3 reasons why you should start investing with StashAway today!","author":"Evan Tay","author_url":"https://github.com/DigiPie","author_title":"Wage Slave","author_image_url":"https://avatars2.githubusercontent.com/u/13582874","tags":["investing","sharing"]},"unlisted":false,"prevItem":{"title":"Integrating PostHog product analytics with Docusaurus v2 on GitHub Pages","permalink":"/blog/docusaurus-posthog"},"nextItem":{"title":"GitHub Action for Docusaurus","permalink":"/blog/docusaurus-gh-action"}},"content":":::caution Deprecated\\n\\nThis article was posted sometime back in early 2021 and may be outdated. Refer to [SingSaver](https://www.singsaver.com.sg/investments/robo-advisory) instead for updated information.\\n\\n:::\\n\\n:::note Disclaimer\\n\\nThis post is not sponsored, and does not constitute financial advice of any form (I bet you know better than me). Read at your own discretion.\\n\\n:::\\n\\nSigning up on [StashAway](https://www.stashaway.sg/referrals/tayegd) (a [robo-advisor platform](https://blog.moneysmart.sg/invest/robo-advisors-singapore/#what-are-robo-advisors)) back in the early 2020s was the first step in taking control of my financial health. Before that, 100% of my cash was just sitting in a POSB Savings account, growing at an incredibly pointless rate of [0.05% per annum](https://www.dbs.com.sg/personal/rates-online/deposit-rates.page). I might as well have kept the money under my mattress.\\n\\n\x3c!--truncate--\x3e\\n\\n## Backstory\\n\\nI was hesitant to invest for years because I used to think any form of investment was risky. Like ~~most~~ some Singaporeans, I ~~am~~ was [_kiasi_](http://www.singlishdictionary.com/). I was afraid of the unknown. What eventually changed my mind was chancing upon this article: [_The big problem (of) playing it too safe with money in our 20s_](https://thewokesalaryman.com/2020/10/16/the-big-problem-playing-it-too-safe-with-money-in-our-20s/) by _thewokesalaryman_, and the following quote:\\n\\n:::tip Quote of the Day\\n\\nIronically, by not taking any risks and letting all your money get eroded by certain inflation, you are actually doing the riskiest thing.\\n\\n:::\\n\\nThis quote was the wake-up call for me to start investing, and could be yours too if you are someone who is privileged enough to start doing the same (i.e. you have the financial ability to buy bubble tea at least once a week).\\n\\n\\n\\n_Photo by my bubble-tea buddy Elsie Lee_ \\n**Pictured (from left):** Milksha\'s Fresh Milk, and Izumo Matcha Milk with Honey Pearls \\n**Is Milksha a buy?** Milksha isn\'t cheap by any stretch but you can\'t put a price tag on happiness :star:\\n\\n:::tip Pro Tip from fellow bubble-tea enthusiast Freda\\n\\nBuy Milksha coupons from Shopee beforehand to get massive discounts!\\n\\n:::\\n\\nAnyhow, I reasoned the best way to kick-start my investment journey would be with a robo-advisor platform, given how beginner-friendly it is, how low the commission fees are, and ~~how lazy I am~~ given the passive and minimal-effort investment a robo-advisor offers.\\n\\nYou can check out this [page](https://dollarsandsense.sg/robo-advisors-in-singapore-what-you-need-to-know-before-investing/) by _dollarsandsense_ giving an introduction to robo-advisors for more reasons why you should or should not invest with a robo-advisor platform.\\n\\nI ended up choosing StashAway as my platform of choice, and here are the top 3 reasons why!\\n\\n## 1. StashAway\'s all-star C-suite\\n\\nStashAway is led by an \\"Expert Investment Team\\" (their words not mine) made up of the following co-founders:\\n\\n- Chief Executive Officer Michele Ferrario, a former CEO of [Zalora Group](https://www.zalora.sg/about/) and the co-founder of [Rocket Internet](https://www.rocket-internet.com/)\\n- Chief Investment Officer Freddy Lim, a former Managing Director and Global Head of Derivatives Strategy at [Nomura](https://www.nomura.com/)\\n- Chief Technology Officer Nino Ulsamer, the co-founder and former CTO of a now-defunct (oops) software solution company for e-commerce analytics\\n\\nThese guys have real, solid credentials. They are far more experienced in investing than an amateur like me (surprise surprise), and this assured me that my investments in StashAway would be handled by well-informed and secure hands.\\n\\nCredentials aside, they also have a proven track record of high returns for most of their portfolios. Despite how volatile and uncertain 2020 was, I achieved an **impressive 19.59% [time-weighted return](https://www.investopedia.com/terms/t/time-weightedror.asp)** for my portfolio of [StashAway Risk Index](https://www.stashaway.sg/r/what-is-the-stashaway-risk-index) 22%, between 3rd of February 2020, and 10th of March, 2021.\\n\\n\\n\\nTo find out how well StashAway\'s portfolios performed at other risk-levels, check out their article: [_Our Returns in 2020_](https://www.stashaway.my/r/our-returns-2020).\\n\\n## 2. No minimum amount at all\\n\\nAnother robo-advisor platform I was considering at the time was [EndowUs](https://endowus.com/). However, I ultimately went with StashAway because while EndowUs had a minimum investment amount of $10,000.00 (added cents for emphasis), **StashAway had no minimum amount at all**. This is still the case as of 11 March 2021.\\n\\nAs someone new to investing, the decision to invest $10,000 all at once was too intimidating for me to make. More importantly, I was still a student back then, one who did not have that many digits in his bank account. Therefore, StashAway was a natural choice for its low entry barrier!\\n\\n## 3. My money is safe\\n\\nNaturally, I was concerned about how safe using StashAway would be. More specifically, I was worried about losing my initial investment of $100 in StashAway, in the event of StashAway filing for bankruptcy. As it turned out, it was an unfound concern given that:\\n\\n:::note Quote\\n\\nYour money is kept entirely separate from StashAway\'s finances. To ensure that we never touch your money, we use custodian banks that hold your money, whether it\'s in cash or in securities.\\n\\nIn these custodian institutions, your assets are always in a segregated account-- one that is separate from StashAway\'s operations and assets. This means that you will always have full access and claim to your assets no matter what happens to StashAway.\\n\\n:::\\n\\nYou can read more about StashAway\'s Frequently Asked Questions [here](https://www.stashaway.sg/faq/115003747047-what-happens-to-my-money-if-stashaway-gets-acquired-goes-public-or-closes). Do your own research _hor_!\\n\\n## Closing note\\n\\nI hope you found this post/rambling/_thing_ (\\\\*gestures wildly at everything) insightful in any way. If you are still interested in StashAway, but not entirely convinced by me (I\u2019ll try not to take it personally), you can check out this [video](https://www.youtube.com/watch?v=0IvyrANMz78) by _Kevin Learns Investing_. All the best with getting financially fit!\\n\\n_Special thanks to Vanessa Tay for editing this!_"},{"id":"docusaurus-gh-action","metadata":{"permalink":"/blog/docusaurus-gh-action","editUrl":"https://github.com/DigiPie/kaya-folio/tree/main/website/blog/2021-01-17-docusaurus-gh-action.md","source":"@site/blog/2021-01-17-docusaurus-gh-action.md","title":"GitHub Action for Docusaurus","description":"I got tired of deploying my Docusaurus website to GitHub Pages manually, and decided to do something about it using GitHub Action.","date":"2021-01-17T00:00:00.000Z","formattedDate":"January 17, 2021","tags":[{"label":"docusaurus","permalink":"/blog/tags/docusaurus"},{"label":"github-action","permalink":"/blog/tags/github-action"},{"label":"ci","permalink":"/blog/tags/ci"}],"readingTime":1.54,"hasTruncateMarker":true,"authors":[{"name":"Evan Tay","title":"Software Engineer at Padlet","url":"https://github.com/DigiPie","imageURL":"https://avatars2.githubusercontent.com/u/13582874"}],"frontMatter":{"slug":"docusaurus-gh-action","title":"GitHub Action for Docusaurus","author":"Evan Tay","author_url":"https://github.com/DigiPie","author_title":"Software Engineer at Padlet","author_image_url":"https://avatars2.githubusercontent.com/u/13582874","tags":["docusaurus","github-action","ci"]},"unlisted":false,"prevItem":{"title":"Top 3 reasons why you should start investing with StashAway today!","permalink":"/blog/stashaway"},"nextItem":{"title":"History of EvanTay.com","permalink":"/blog/history"}},"content":"I got tired of deploying my Docusaurus website to GitHub Pages manually, and decided to do something about it using GitHub Action.\\n\\nInitially, I was planning to follow the [official guide](https://v2.docusaurus.io/docs/deployment#triggering-deployment-with-github-actions) on doing so. However, it was actually much more complicated than I liked. I did not really want to generate and store a SSH key on GitHub. Too much effort man.\\n\\nI decided it was better off for me to write my own script. Here it is:\\n\\n\x3c!--truncate--\x3e\\n\\n## deploy-docusaurus.yml\\n\\n:::caution\\n\\nThe script below assumes that your Docusaurus website resides at `/website` of your repo. If that is not the case for you, you will need to:\\n\\n- Change `cd website` to `cd <docu_site_root>`, or delete the entire line if your Docusaurus website is at the root of your repo `/`\\n- Change `build_dir`\'s value from `website/build` to `<docu_site_root>/build`, or `build` if your Docusaurus website is at the root of your repo `/`\\n\\n:::\\n\\n```yml\\nname: deploy-docusaurus\\n\\non:\\n push:\\n branches: [main]\\n pull_request:\\n branches: [main]\\n\\n # Allows you to run this workflow manually from the Actions tab\\n workflow_dispatch:\\n\\n# A workflow run is made up of one or more jobs that can run sequentially or in parallel\\njobs:\\n publish:\\n runs-on: ubuntu-latest\\n steps:\\n # Checks-out your repository under $GITHUB_WORKSPACE, so your job can access it\\n - name: Check out repo\\n uses: actions/checkout@v2\\n # Node is required for npm\\n - name: Set up Node\\n uses: actions/setup-node@v2\\n with:\\n node-version: \\"12\\"\\n # Install and build Docusaurus website\\n - name: Build Docusaurus website\\n run: |\\n cd website\\n npm install \\n npm run build\\n - name: Deploy to GitHub Pages\\n if: success()\\n uses: crazy-max/ghaction-github-pages@v2\\n with:\\n target_branch: gh-pages\\n build_dir: website/build\\n env:\\n GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}\\n```\\n\\n:::note\\n\\nGitHub will automatically add `GITHUB_TOKEN` to Secrets. You need not do so. See [this](https://docs.github.com/en/actions/reference/authentication-in-a-workflow) for more information.\\n\\n:::\\n\\nTo see this script in action, visit my [personal website repo](https://github.com/DigiPie/kaya-folio/actions)."},{"id":"history","metadata":{"permalink":"/blog/history","editUrl":"https://github.com/DigiPie/kaya-folio/tree/main/website/blog/2020-12-21-history.md","source":"@site/blog/2020-12-21-history.md","title":"History of EvanTay.com","description":"_Established in 2013_","date":"2020-12-21T00:00:00.000Z","formattedDate":"December 21, 2020","tags":[{"label":"sharing","permalink":"/blog/tags/sharing"}],"readingTime":2.535,"hasTruncateMarker":true,"authors":[{"name":"Evan Tay","title":"Final year Computer Science major at NUS","url":"https://github.com/DigiPie","imageURL":"https://avatars2.githubusercontent.com/u/13582874"}],"frontMatter":{"slug":"history","title":"History of EvanTay.com","author":"Evan Tay","author_url":"https://github.com/DigiPie","author_title":"Final year Computer Science major at NUS","author_image_url":"https://avatars2.githubusercontent.com/u/13582874","tags":["sharing"]},"unlisted":false,"prevItem":{"title":"GitHub Action for Docusaurus","permalink":"/blog/docusaurus-gh-action"},"nextItem":{"title":"STACK 2020 Developers Conference","permalink":"/blog/stack-2020"}},"content":"**_Established in 2013_**\\n\\nI first bought my personal domain [www.evantay.com](https://www.evantay.com) way back in 2013. Younger me thought it would be cool and fun to run my own website, and it still is. :sunglasses:\\n\\nTo be honest, I can\'t even remember what my very first website looked like, but I am quite sure it was built using vanilla HTML and CSS, something unthinkable in this day and age.\\n\\n\x3c!--truncate--\x3e\\n\\n**_Move to Grav CMS in 2017_**\\n\\nGiven that I was building everything from the ground up, maintainability became problematic. In 2017, older younger me decided it wasn\'t worth the effort to do it myself, and I started shopping for a framework to adopt. I eventually settled on using [Grav](https://getgrav.org/), a flat-file Content Management System (CMS) powered by PHP. I chose it because I was familiar and interested in PHP at the time.\\n\\nTo get started on building my second site quickly, I used a one-page Grav theme [Ceevee](https://github.com/getgrav/grav-theme-ceevee).\\n\\n\\n\\nHowever, I still wanted to add my personal touch to my portfolio website. This led me to heavily modifying the theme numerous times over the years, from 2017 up until 2020. It was a really fun journey while it lasted.\\n\\n\\n\\n**_Move to Cloud in 2017_**\\n\\nAbout the same time, I also moved from using a website host to [DigitalOcean](https://digitalocean.com). I hosted my website on the cheapest droplet (VM) I could find (the 5 bucks one). I ran CentOS on the VM, and used an [Nginx](https://www.nginx.com/) web server to serve the Grav website. Pretty old-school right?\\n\\n**_Start of DigiDocs in 2019_**\\n\\nLast year, during January 2019, I also started working on a separate pet project called [DigiDocs](https://digipie.github.io/digidocs/), my personal documentation website. I was motivated to do so because I wanted to consolidate useful knowledge gained from attending university classes, and my own self-directed learning. I kept the site updated up until October 2020.\\n\\nBack then, [DigiDocs](https://digipie.github.io/digidocs/) lived at [www.evantay.com/docs](https://www.evantay.com/docs/), and was served by the same Nginx server which served my main portfolio website.\\n\\n**_Move to Docusaurus v2 in 2020_**\\n\\nMore recently, in October 2020, I decided to replace both documentation and portfolio site with a single [Docusaurus v2](https://v2.docusaurus.io/) website (which you\'re looking at right now).\\n\\nI did so because I wanted to:\\n\\n1. **Keep up with the latest technologies**: I wanted to learn more about [Docusaurus v2](https://v2.docusaurus.io/) and also [ReactJS](https://reactjs.org/), which is what Docusaurus is built upon. It was about time to move on from PHP.\\n1. **Reduce operating costs by moving from a dynamic to static website** :money_with_wings: : Given that all of my content are static, it did not make sense that I was using a dynamic PHP site generator such as [Grav](https://getgrav.org/). By moving to a static website, I will be able to host my site at a cheaper cost or even for free! I am planning to achieve the latter by using [GitHub pages](https://pages.github.com/).\\n\\nSo far, the experience of using [Docusaurus v2](https://v2.docusaurus.io/) has been great! I am glad I started on this migration journey, despite feeling sentimental about my old portfolio and documentation websites."},{"id":"stack-2020","metadata":{"permalink":"/blog/stack-2020","editUrl":"https://github.com/DigiPie/kaya-folio/tree/main/website/blog/2020-12-03-stack-conference.md","source":"@site/blog/2020-12-03-stack-conference.md","title":"STACK 2020 Developers Conference","description":"STACK 2020 Developers Conference is GovTech\u2019s flagship conference and the largest government-led developers event in Singapore that connects government, industry and the tech community.","date":"2020-12-03T00:00:00.000Z","formattedDate":"December 3, 2020","tags":[{"label":"conference","permalink":"/blog/tags/conference"},{"label":"cloud","permalink":"/blog/tags/cloud"},{"label":"microservices","permalink":"/blog/tags/microservices"},{"label":"GovTechSTACK","permalink":"/blog/tags/gov-tech-stack"}],"readingTime":7.07,"hasTruncateMarker":true,"authors":[{"name":"Evan Tay","title":"Final year Computer Science major at NUS","url":"https://github.com/DigiPie","imageURL":"https://avatars2.githubusercontent.com/u/13582874"}],"frontMatter":{"slug":"stack-2020","title":"STACK 2020 Developers Conference","author":"Evan Tay","author_url":"https://github.com/DigiPie","author_title":"Final year Computer Science major at NUS","author_image_url":"https://avatars2.githubusercontent.com/u/13582874","tags":["conference","cloud","microservices","GovTechSTACK"]},"unlisted":false,"prevItem":{"title":"History of EvanTay.com","permalink":"/blog/history"}},"content":"[STACK 2020 Developers Conference](https://www.stack.gov.sg/) is GovTech\u2019s flagship conference and the largest government-led developers event in Singapore that connects government, industry and the tech community.\\n\\nIn this post, you will find my key takeaways for some of the sessions I attended during the conference. I chose to attend these sessions based on my interests in Cloud and Microservices.\\n\\n\x3c!--truncate--\x3e\\n\\n**Day 1:**\\n\\n- **[Opening note](#opening-note)** by Dr. Vivian Balakrishnan: Minister-in-charge of Smart Nation Programme Office and Chan Cheow Hoe: Government Chief Digital Technology Officer\\n- **[Rethink, Reinvent, Rebuild](#rethink-reinvent-rebuild)** by Jeff Barr: Vice President & Chief Evangelist at Amazon Web Services\\n- **[Seeding the Cloud: Engineering Solutions for Cloud Adoption](#seeding-the-cloud-engineering-solutions-for-cloud-adoption)** by Hunter Nield: Distinguished Engineer at GovTech\\n- **[Six Principles for Refactoring a Monolith to Microservices](#six-principles-for-refactoring-a-monolith-to-microservices)** by Chris Richardson: Architect at Eventuate, Inc\\n\\n**Day 2:**\\n\\n- **[You Won\u2019t BELIEVE This HACK to Improve Your Technical Communication!](#you-wont-believe-this-hack-to-improve-your-technical-communication)** by Nikhil Choudhary: Software Engineer at Open Government Products\\n- **[DevOps: Cloud and Back Again](#devops-cloud-and-back-again)** by Mitchell Hashimoto: Co-Founder and CTO at HashiCorp\\n\\n## Opening note\\n\\n**Speaker(s)**\\n\\n- [Dr. Vivian Balakrishnan](http://vivian.balakrishnan.sg/): Minister-in-charge of Smart Nation Programme Office\\n- [Chan Cheow Hoe](https://www.linkedin.com/in/cheow-hoe-chan-92646215/): Government Chief Digital Technology Officer\\n\\n**Key takeaways**\\n\\nThe government believes openness is the way to building a smart nation.\\n\\nOn that note, they believe in:\\n\\n- Adopting the best solutions there are, including those from the industry, instead of doing everything in-house\\n - [Government Commercial Cloud](https://www.developer.tech.gov.sg/technologies/infrastructure-and-hosting/government-commercial-cloud): AWS, Azure, GCP\\n- Collaborating with industry developers via open-source\\n - [Singapore Government Developer Portal](https://www.developer.tech.gov.sg/): Collaboration platform for government and industry developers\\n- Providing transparency to citizens and industry professionals\\n - [TraceTogether](https://www.tracetogether.gov.sg/): Transparent and open collaboration with the industry\\n\\n## Rethink, Reinvent, Rebuild\\n\\n**Speaker(s)**\\n\\n- [Jeff Barr](https://www.linkedin.com/in/jeffbarr/): Vice President & Chief Evangelist at Amazon Web Services\\n\\n**Key takeaways**\\n\\n- **Rethink** - Take a good look at where we are\\n - Everything has changed due to COVID-19, Quarantine, WFH\\n - No firm ground and constants are now variables\\n - People are more receptive to change and invention right now\\n - Good time for innovation and progress\\n- **Reinvent** - Solve challenges in a new way\\n - Dream big dreams, address these challenges, change the world\\n - Share what you learn to reinforce what you learned\\n - Content creation / video streaming possibilities\\n- **Rebuild** - Put what you have learned to work\\n - Take what you learn, do something awesome, and remember to share it!\\n\\n## Seeding the Cloud: Engineering Solutions for Cloud Adoption\\n\\n**Speaker(s)**\\n\\n- [Hunter Nield](https://www.linkedin.com/in/hunter/?originalSubdomain=sg): Distinguished Engineer at GovTech\\n\\n**Key takeaways**\\n\\nHunter shared about how GovTech uses Infrastructure-as-Code (IaC) and Policy-as-Code (PaC) to accelerate cloud operations. Read [#devops-cloud-and-back-again](#devops-cloud-and-back-again) by Hashicorp CTO Mitchell for more information.\\n\\n- **Establishing a Landing Zone**\\n - A repeatable configuration across multiple Cloud Service Providers (CSP)\\n - The foundation of any cloud environment at scale\\n - Serves as a consistent platform for governance, onboarding, networking and security\\n- **Accelerating deployment with Infrastructure-as-Code (IaC)**\\n - Code and configuration to provision cloud resources and Landing Zones\\n - Develop common templates for consistency and familiarity\\n - Get feedback on pain points faced by \\"customers\\" while using said templates\\n- **Consistent audit and reporting with Policy-as-Code (PaC)**\\n - Code and configuration to test and validate cloud infrastructure deployed by IaC\\n - Reduce need for manual audits and speed up auditing process\\n\\n## Six Principles for Refactoring a Monolith to Microservices\\n\\n**Speaker(s)**\\n\\n- [Chris Richardson](https://eventuate.io/about.html): Architect at Eventuate, Inc\\n\\n**Key takeaways**\\n\\n:::note Quote\\n\\n\\"A Microservice application is structured as a set of loosely coupled services that can be independently deployed.\\" - Chris Richardson\\n\\n:::\\n\\nChris shared 6 principles to follow when moving from a Monolith to a Microservice architecture.\\n\\nHere are 5 of them :wink: :\\n\\n- Adopt Microservice architecture for the right reasons\\n - Monolith architecture is not necessary bad (an anti-pattern), it has its valid use-cases\\n - Adopt Microservice architecture because it allows you to deliver software rapidly, frequently and sustainability, with small, autonomous teams working on the different microservices\\n- Migrate to Microservice architecture incrementally rather than via Big Bang rewrite\\n - **Strangler Application**: Incrementally migrate functionality from existing Monolith application to new Strangler Microservice application\\n - Extract existing code modules and database tables out into microservices\\n - Implement new features as microservices\\n- Consider Return-on-Investment when deciding which modules to convert into microservices\\n - Consider benefit of decoupling said module\\n - Consider cost of decoupling\\n - How difficult it is to do so\\n - How many inbound dependencies it has\\n - If module A is depended upon by module B, consider extracting module B first\\n- Define the service boundaries correctly\\n - Avoid **Runtime Coupling**\\n - Reduced availability due to reliance of a given microservice on another for serving a given request\\n - For example, microservice A receives an API request which it can only respond to when its own API request to microservice B is answered first\\n - Make microservices as self-contained as possible\\n - Able to respond to a request without making follow-up requests to other microservices\\n - Avoid **Design-Time Coupling**\\n - Similar to [Open-Closed Principle](https://en.wikipedia.org/wiki/Open%E2%80%93closed_principle)\\n - Avoid having to modify other microservices when modifying a given microservice\\n - Must be able to modify or exend a given microservice independently as much as possible\\n - Have small and stable API which hides as much implementation complexity as possible\\n - Hide what you can, not only code but also database schemas, so you can change them without affecting other microservices\\n- Measuring success\\n - Improved metrics: Reduced lead time, deployment frequency, failure rate, etc.\\n - Improvements in other \'-ilities\': Availability, Reliability and Scalability \\n\\n## You Won\u2019t BELIEVE This HACK to Improve Your Technical Communication!\\n\\n**Speaker(s)**\\n\\n- [Nikhil Choudhary](https://www.linkedin.com/in/nikhil-c-513647148/): Software Engineer at Open Government Products\\n\\n**Key takeaways**\\n\\nWhen introducing non-technical folks to coding, keep in mind that the most important objective is to convey understanding of core programming concepts.\\n\\nOn that note, here are some tips Nikhil shared:\\n\\n- Forgo coding best practices if doing so make it easier for the audience to understand\\n - Reduce surface area to increase accessibility, even if it is not good coding practice\\n - Collapse all HTML, JS and CSS into a single file so students can view everything in one place\\n - Collapse all functions into one for the same reason as the previous line\\n - Combine program lines if it makes things clearer\\n- Use real-world examples to explain technical concepts\\n - For example, use a restaurant scenario to explain `async`\\n- Enable students in sharing their joy/achievement\\n - Make deploying their application easy\\n - Can use [Netlify Drop](https://app.netlify.com/drop): Simply drag and drop your HTML, JS, CSS files and Netlify Drop will do the rest for deployments\\n- Practise empathy consciously throughout teaching process to identify ways you can make learning easier for your students\\n\\n## DevOps: Cloud and Back Again\\n\\n**Speaker(s)**\\n\\n- [Mitchell Hashimoto](https://www.linkedin.com/in/mitchellh/): Co-Founder and CTO at HashiCorp\\n\\n**Key takeaways**\\n\\nMitchell shared more about the [Cloud Operating Model](https://www.hashicorp.com/cloud-operating-model) during this session.\\n\\n:::note [Cite](https://www.hashicorp.com/cloud-operating-model)\\n\\n\\"The Cloud Operating Model is a new approach for IT operations that organizations need to use to be successful with cloud adoption and thrive in an era of multi-cloud architecture.\\" - Hashicorp\\n\\n:::\\n\\n| | Static | Dynamic |\\n|-----------|--------------------------------------------------------------------------------|-------------------------------------------------------------------------------------------------------------|\\n| Run | Dedicated infrastructure to run app on | Scheduled automatically across a fleet (e.g. AWS Auto-Scaling Group, Hashicorp Nomad) |\\n| Connect | Host-based, static IP-addressing | Service-based, dynamic IP addresses due to dynamic provisioning |\\n| Secure | High-trust environment which is IP-address-based, with clear network perimeter | Low-trust environment with no clear perimeter given multi-tenancy and nature of the Cloud |\\n| Provision | Dedicated resources - Physical servers, routers and switches | Capacity on-demand, provision VMs, Containers and other managed services, or simply use Serverless services |\\n\\n- Infrastructure operations on the Cloud must follow the Dynamic Cloud Operating Model fully\\n - Pointless if you provision infrastructure in minutes using Infrastructure-as-Code (IaC), but still manually handle connectivity and security review using tickets\\n - Have to adopt dynamic cloud operating tools for all 4 layers\\n- Why use IaC for provisioning\\n - Split Execution from Definition\\n - Execution can be automated and carried out via API, UI or automatically through Continuous-Integration (CI) tools\\n- How can teams use IaC\\n - Operations team still necessary, focus on creating and improving blueprints and handling edge-cases when doing so\\n - Development team creates infrastructure in a self-service manner, using the blueprints created by the Operations team\\nseparating buzz words from crucial tech\\n\\nRead up on Hashicorp\'s white paper on [Cloud Operating Model](https://www.hashicorp.com/cloud-operating-model) for more information."}]}')}}]); \ No newline at end of file diff --git a/assets/js/b34035b6.50f8bcf2.js b/assets/js/b34035b6.50f8bcf2.js new file mode 100644 index 00000000..3c80339d --- /dev/null +++ b/assets/js/b34035b6.50f8bcf2.js @@ -0,0 +1 @@ +"use strict";(self.webpackChunkevantay_com=self.webpackChunkevantay_com||[]).push([[4776],{6752:e=>{e.exports=JSON.parse('{"permalink":"/blog/tags/posthog","page":1,"postsPerPage":10,"totalPages":1,"totalCount":1,"blogDescription":"Blog","blogTitle":"Blog"}')}}]); \ No newline at end of file diff --git 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Memcached",description:"Published on April 14, 2021",source:"@site/docs/scaling-memcached.md",sourceDirName:".",slug:"/scaling-memcached",permalink:"/docs/scaling-memcached",draft:!1,unlisted:!1,tags:[],version:"current",frontMatter:{title:"Scaling Memcached"},sidebar:"docs",previous:{title:"Reading List",permalink:"/docs/reading-list"},next:{title:"Reliable, Scalable, and Maintainable Applications",permalink:"/docs/reliable-scalable-maintainable"}},r={},o=[{value:"Context",id:"context",level:2},{value:"Key takeaways",id:"key-takeaways",level:2},{value:"References",id:"references",level:2}];function d(e){const n={a:"a",h2:"h2",li:"li",p:"p",strong:"strong",ul:"ul",...(0,s.M)(),...e.components};return(0,t.jsxs)(t.Fragment,{children:[(0,t.jsx)(n.p,{children:"Published on April 14, 2021"}),"\n",(0,t.jsxs)(n.p,{children:["Article review for ",(0,t.jsx)(n.a,{href:"https://levelup.gitconnected.com/lessons-learnt-from-scaling-memcached-in-production-86778ab616c7",children:"Melodies Sim's 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without built-in high availability features"}),"\n",(0,t.jsx)(n.li,{children:"Used by planet-scale companies such as Facebook and Twitter"}),"\n"]}),"\n",(0,t.jsx)(n.p,{children:"The article discusses strategies for building caches with high availability and strong data consistency."}),"\n",(0,t.jsx)(n.h2,{id:"key-takeaways",children:"Key takeaways"}),"\n",(0,t.jsxs)(n.ul,{children:["\n",(0,t.jsx)(n.li,{children:(0,t.jsx)(n.a,{href:"https://sites.cs.ucsb.edu/~agrawal/fall2009/dynamo.pdf",children:"Trade-off between ACID (C stands for consistency) properties and availability"})}),"\n",(0,t.jsxs)(n.li,{children:["Memcached can be used as Authoritative Storage via Remote Marker mechanism","\n",(0,t.jsxs)(n.ul,{children:["\n",(0,t.jsx)(n.li,{children:"Mechanism used to minimize probability of reading stale data in DB replicas"}),"\n",(0,t.jsx)(n.li,{children:"When the client writes to the master DB, there is a replication delay between it and its 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I decided to do so after reading Gergely Orosz's Stats page on his blog The Pragmatic Engineer. He had installed Plausible analytics and made his analytics dashboard public. I thought that was cool and wanted to do the same.",date:"2021-06-26T00:00:00.000Z",formattedDate:"June 26, 2021",tags:[{label:"docusaurus",permalink:"/blog/tags/docusaurus"},{label:"posthog",permalink:"/blog/tags/posthog"},{label:"analytics",permalink:"/blog/tags/analytics"}],readingTime:3.15,hasTruncateMarker:!0,authors:[{name:"Evan Tay",title:"Software Engineer at Padlet",url:"https://github.com/DigiPie",imageURL:"https://avatars2.githubusercontent.com/u/13582874"}],frontMatter:{slug:"docusaurus-posthog",title:"Integrating PostHog product analytics with Docusaurus v2 on GitHub Pages",author:"Evan Tay",author_url:"https://github.com/DigiPie",author_title:"Software Engineer at Padlet",author_image_url:"https://avatars2.githubusercontent.com/u/13582874",tags:["docusaurus","posthog","analytics"]},unlisted:!1,prevItem:{title:"Why every Software Engineer should read Designing Data-Intensive Applications",permalink:"/blog/why-you-should-read-ddia"},nextItem:{title:"Top 3 reasons why you should start investing with StashAway today!",permalink:"/blog/stashaway"}},c={authorsImageUrls:[void 0]},l=[{value:"Installation Guide",id:"installation-guide",level:2}];function h(e){const t={a:"a",admonition:"admonition",code:"code",h2:"h2",img:"img",li:"li",ol:"ol",p:"p",pre:"pre",strong:"strong",...(0,n.M)(),...e.components};return(0,o.jsxs)(o.Fragment,{children:[(0,o.jsxs)(t.p,{children:["I integrated ",(0,o.jsx)(t.a,{href:"https://posthog.com/",children:"PostHog"})," analytics into this website today. I decided to do so after reading Gergely Orosz's ",(0,o.jsx)(t.a,{href:"https://blog.pragmaticengineer.com/stats/",children:"Stats"})," page on his blog ",(0,o.jsx)(t.a,{href:"https://blog.pragmaticengineer.com/",children:"The Pragmatic Engineer"}),". He had installed ",(0,o.jsx)(t.a,{href:"https://plausible.io/",children:"Plausible"})," analytics and made his ",(0,o.jsx)(t.a,{href:"https://plausible.io/blog.pragmaticengineer.com?period=6mo",children:"analytics dashboard"})," public. I thought that was cool and wanted to do the same."]}),"\n",(0,o.jsxs)(t.p,{children:["I managed to find a ",(0,o.jsx)(t.a,{href:"https://github.com/infracost/docusaurus-plugin-plausible",children:"Plausible plugin"})," for ",(0,o.jsx)(t.a,{href:"https://docusaurus.io/",children:"Docusaurus v2"}),", which is what this website runs on. But I decided to use ",(0,o.jsx)(t.a,{href:"https://posthog.com/",children:"PostHog"})," instead. It also has a ",(0,o.jsx)(t.a,{href:"https://github.com/PostHog/posthog-docusaurus",children:"Docusaurus plugin"})," and a public dashboard feature. I decided so because it is free and Plausible isn't."]}),"\n",(0,o.jsx)(t.p,{children:"Plausible only offers a free 30-day trial, and would cost at least $6 monthly subsequently. In comparison, PostHog has a free non-expiring tier which provides up to 1 million events every month. It also requires no credit card and is completely self-serve. There was no need to request and wait for a free license. It took me less than 10 minutes from signing up to getting the analytics running."}),"\n",(0,o.jsx)(t.admonition,{title:"PostHog is open-source",type:"info",children:(0,o.jsx)(t.p,{children:"If you are looking for an open-source solution you can self-host, PostHog may be it."})}),"\n",(0,o.jsxs)(t.p,{children:["Despite what I have shared so far, I would still choose Plausible over PostHog if the former was free too. That's because the Plausible's dashboard interface looks much better and has more visualization options. For comparison, you can view the ",(0,o.jsx)(t.a,{href:"https://app.posthog.com/shared_dashboard/OpHsSFokK2VvhHFF-5Jn0rgVzqaMRg",children:"PostHog dashboard"})," for this site, and the ",(0,o.jsx)(t.a,{href:"https://plausible.io/blog.pragmaticengineer.com?period=6mo",children:"Plausible dashboard"})," for ",(0,o.jsx)(t.a,{href:"https://blog.pragmaticengineer.com/",children:"The Pragmatic Engineer"}),"."]}),"\n",(0,o.jsx)(t.p,{children:"If you want to integrate PostHog with your Docusaurus site, you can follow the guide below. The later steps are for deployment to GitHub Pages via GitHub Actions. But you can easily modify them for other platforms and deployment workflows. I will give some tips for doing that."}),"\n",(0,o.jsx)(t.h2,{id:"installation-guide",children:"Installation Guide"}),"\n",(0,o.jsxs)(t.ol,{children:["\n",(0,o.jsxs)(t.li,{children:["\n",(0,o.jsxs)(t.p,{children:["Sign up for ",(0,o.jsx)(t.strong,{children:"PostHog Cloud"})," on ",(0,o.jsx)(t.a,{href:"https://posthog.com/",children:"posthog.com"}),"."]}),"\n"]}),"\n",(0,o.jsxs)(t.li,{children:["\n",(0,o.jsxs)(t.p,{children:["Get your ",(0,o.jsx)(t.strong,{children:"Project API Key"})," from ",(0,o.jsx)(t.a,{href:"https://app.posthog.com/project/settings",children:"Project Settings"}),".\n",(0,o.jsx)(t.img,{alt:"PostHog Project API Key",src:s(6532).c+"",width:"2684",height:"350"})]}),"\n"]}),"\n",(0,o.jsxs)(t.li,{children:["\n",(0,o.jsxs)(t.p,{children:["Install the ",(0,o.jsx)(t.code,{children:"posthog-docusaurus"})," package by running this command at your Docusaurus project root:"]}),"\n",(0,o.jsx)(t.pre,{children:(0,o.jsx)(t.code,{className:"language-zsh",children:"yarn add posthog-docusaurus\n"})}),"\n",(0,o.jsx)(t.p,{children:"or"}),"\n",(0,o.jsx)(t.pre,{children:(0,o.jsx)(t.code,{className:"language-zsh",children:"npm install --save posthog-docusaurus\n"})}),"\n"]}),"\n",(0,o.jsxs)(t.li,{children:["\n",(0,o.jsxs)(t.p,{children:["Add this code block to ",(0,o.jsx)(t.code,{children:"docusaurus.config.js"}),":"]}),"\n",(0,o.jsx)(t.pre,{children:(0,o.jsx)(t.code,{className:"language-js",children:'module.exports = {\n plugins: ["posthog-docusaurus"],\n themeConfig: {\n posthog: {\n apiKey: process.env.POSTHOG_API_KEY || "DEV",\n appUrl: "https://app.posthog.com", // optional\n enableInDevelopment: false, // optional\n },\n },\n};\n'})}),"\n",(0,o.jsx)(t.admonition,{type:"note",children:(0,o.jsxs)(t.p,{children:["The example in the official PostHog guide for ",(0,o.jsx)(t.a,{href:"https://posthog.com/docs/libraries/docusaurus",children:"Docusaurus v2 Integration"})," inserts the API key directly into the code (e.g. ",(0,o.jsx)(t.code,{children:'apiKey: "phc_fakekeyhHBZOuIq"'}),"). It is a bad idea to do so, especially if you host your code publicly (i.e. on a GitHub public repo). It is good practice to keep API keys secret and outside of application code instead. We will be using ",(0,o.jsx)(t.a,{href:"https://docs.github.com/en/actions/reference/encrypted-secrets",children:"GitHub Encrypted Secrets"})," to achieve that."]})}),"\n"]}),"\n",(0,o.jsxs)(t.li,{children:["\n",(0,o.jsxs)(t.p,{children:["Add a ",(0,o.jsx)(t.strong,{children:"repository secret"})," to the GitHub repo hosting your site's code.\n",(0,o.jsx)(t.img,{alt:"GitHub Action Secrets",src:s(3437).c+"",width:"2566",height:"1442"})]}),"\n",(0,o.jsxs)(t.p,{children:[(0,o.jsx)(t.strong,{children:"Settings"})," > ",(0,o.jsx)(t.strong,{children:"Secrets"})," > ",(0,o.jsx)(t.strong,{children:"New repository secret"})," > ",(0,o.jsx)(t.strong,{children:"Name:"})," ",(0,o.jsx)(t.code,{children:"POSTHOG_API_KEY"})]}),"\n",(0,o.jsx)(t.admonition,{title:"If you are using another deployment platform",type:"tip",children:(0,o.jsxs)(t.p,{children:["There should be a settings panel which allows you to specify environment variables or secrets to insert into your application deployments securely. Put your ",(0,o.jsx)(t.code,{children:"POSTHOG_API_KEY"})," there. Skip the next step."]})}),"\n"]}),"\n",(0,o.jsxs)(t.li,{children:["\n",(0,o.jsxs)(t.p,{children:["Open the GitHub Action workflow file responsible for deploying your site, and add the environment variable ",(0,o.jsx)(t.code,{children:"POSTHOG_API_KEY"})," to the Docusaurus build step:"]}),"\n",(0,o.jsx)(t.pre,{children:(0,o.jsx)(t.code,{className:"language-yml",children:"env:\n POSTHOG_API_KEY: ${{ secrets.POSTHOG_API_KEY }}\n"})}),"\n",(0,o.jsx)(t.p,{children:"Example:"}),"\n",(0,o.jsx)(t.pre,{children:(0,o.jsx)(t.code,{className:"language-yml",children:"# Install and build Docusaurus website\n- name: Build Docusaurus website\n run: |\n cd website\n npm install \n npm run build\n env:\n POSTHOG_API_KEY: ${{ secrets.POSTHOG_API_KEY }}\n"})}),"\n"]}),"\n"]}),"\n",(0,o.jsxs)(t.p,{children:["That's it! Once you deploy your new changes, the plugin will automatically start tracking pageviews, clicks and more. 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t=e.stateNode;t.pendingContext?Do(0,t.pendingContext,t.pendingContext!==t.context):t.context&&Do(0,t.context,!1),oi(e,t.containerInfo)}function Ll(e,t,n,r,o){return ga(),ma(o),t.flags|=256,kl(e,t,n,r),t.child}var Rl,Pl,Ol,Dl,Il={dehydrated:null,treeContext:null,retryLane:0};function Ml(e){return{baseLanes:e,cachePool:null,transitions:null}}function Fl(e,t,n){var r,o=t.pendingProps,i=si.current,l=!1,s=0!=(128&t.flags);if((r=s)||(r=(null===e||null!==e.memoizedState)&&0!=(2&i)),r?(l=!0,t.flags&=-129):null!==e&&null===e.memoizedState||(i|=1),To(si,1&i),null===e)return 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Error(a(166));if(n=ri(ni.current),ri(ei.current),pa(t)){if(r=t.stateNode,n=t.memoizedProps,r[fo]=t,(i=r.nodeValue!==n)&&null!==(e=ra))switch(e.tag){case 3:Zr(r.nodeValue,n,0!=(1&e.mode));break;case 5:!0!==e.memoizedProps.suppressHydrationWarning&&Zr(r.nodeValue,n,0!=(1&e.mode))}i&&(t.flags|=4)}else(r=(9===n.nodeType?n:n.ownerDocument).createTextNode(r))[fo]=t,t.stateNode=r}return Wl(t),null;case 13:if(Co(si),r=t.memoizedState,null===e||null!==e.memoizedState&&null!==e.memoizedState.dehydrated){if(aa&&null!==oa&&0!=(1&t.mode)&&0==(128&t.flags))fa(),ga(),t.flags|=98560,i=!1;else if(i=pa(t),null!==r&&null!==r.dehydrated){if(null===e){if(!i)throw Error(a(318));if(!(i=null!==(i=t.memoizedState)?i.dehydrated:null))throw Error(a(317));i[fo]=t}else ga(),0==(128&t.flags)&&(t.memoizedState=null),t.flags|=4;Wl(t),i=!1}else null!==ia&&(lc(ia),ia=null),i=!0;if(!i)return 65536&t.flags?t:null}return 0!=(128&t.flags)?(t.lanes=n,t):((r=null!==r)!==(null!==e&&null!==e.memoizedState)&&r&&(t.child.flags|=8192,0!=(1&t.mode)&&(null===e||0!=(1&si.current)?0===Ds&&(Ds=3):hc())),null!==t.updateQueue&&(t.flags|=4),Wl(t),null);case 4:return ai(),Pl(e,t),null===e&&$r(t.stateNode.containerInfo),Wl(t),null;case 10:return Sa(t.type._context),Wl(t),null;case 19:if(Co(si),null===(i=t.memoizedState))return 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T.languages.c.boolean,T.languages.objectivec=T.languages.extend("c",{string:{pattern:/@?"(?:\\(?:\r\n|[\s\S])|[^"\\\r\n])*"/,greedy:!0},keyword:/\b(?:asm|auto|break|case|char|const|continue|default|do|double|else|enum|extern|float|for|goto|if|in|inline|int|long|register|return|self|short|signed|sizeof|static|struct|super|switch|typedef|typeof|union|unsigned|void|volatile|while)\b|(?:@interface|@end|@implementation|@protocol|@class|@public|@protected|@private|@property|@try|@catch|@finally|@throw|@synthesize|@dynamic|@selector)\b/,operator:/-[->]?|\+\+?|!=?|<<?=?|>>?=?|==?|&&?|\|\|?|[~^%?*\/@]/}),delete T.languages.objectivec["class-name"],T.languages.objc=T.languages.objectivec,T.languages.reason=T.languages.extend("clike",{string:{pattern:/"(?:\\(?:\r\n|[\s\S])|[^\\\r\n"])*"/,greedy:!0},"class-name":/\b[A-Z]\w*/,keyword:/\b(?:and|as|assert|begin|class|constraint|do|done|downto|else|end|exception|external|for|fun|function|functor|if|in|include|inherit|initializer|lazy|let|method|module|mutable|new|nonrec|object|of|open|or|private|rec|sig|struct|switch|then|to|try|type|val|virtual|when|while|with)\b/,operator:/\.{3}|:[:=]|\|>|->|=(?:==?|>)?|<=?|>=?|[|^?'#!~`]|[+\-*\/]\.?|\b(?:asr|land|lor|lsl|lsr|lxor|mod)\b/}),T.languages.insertBefore("reason","class-name",{char:{pattern:/'(?:\\x[\da-f]{2}|\\o[0-3][0-7][0-7]|\\\d{3}|\\.|[^'\\\r\n])'/,greedy:!0},constructor:/\b[A-Z]\w*\b(?!\s*\.)/,label:{pattern:/\b[a-z]\w*(?=::)/,alias:"symbol"}}),delete T.languages.reason.function,function(e){for(var 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b/blog/archive/index.html @@ -0,0 +1,19 @@ +<!doctype html> +<html lang="en" dir="ltr" class="plugin-blog plugin-id-default" data-has-hydrated="false"> +<head> +<meta charset="UTF-8"> +<meta name="generator" content="Docusaurus v3.1.1"> +<title data-rh="true">Archive | Evan Tay + + + + + + + + + + ++ +Archive
Archive
2021
- January 17, 2021 - GitHub Action for Docusaurus
- March 11, 2021 - Top 3 reasons why you should start investing with StashAway today!
- June 26, 2021 - Integrating PostHog product analytics with Docusaurus v2 on GitHub Pages
- September 10, 2021 - Why every Software Engineer should read Designing Data-Intensive Applications