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regeneration of the front end, by looking at the following architecture diagram you can see that the backend service needs to receive a webhook request from contentful, interact with Auth0 to generate a JWT and then redirect back to itself to validate that token. All to just trigger the service to refresh and cache content from the contentful. "}],"data":{},"nodeType":"paragraph"},{"content":[],"data":{"target":{"sys":{"id":"5CyMzZxUfdrTXk4nnbcMCw","linkType":"Asset","type":"Link"}}},"nodeType":"embedded-asset-block"},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"The main reason that I chose to build this authentication mechanism into the content synchronisation flow was to allow only Contentful to be able to call the regenerate API on my backend service and stop any other actors from being able to craft requests and trigger refreshes without my knowledge."}],"data":{},"nodeType":"paragraph"},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"This does work, but I'm not entirely convinced that authentication like this is truly safe, and for now, I have been fortunate that any potential chinks in this armour have been detected. Mainly, I am not aware of all of the potential flaws that could allow a bad actor to use this API, which has led me to think about an alternative solution. On top of this, this mechanism adds a lot of"},{"content":[{"data":{},"marks":[],"nodeType":"text","value":" extra complex code"}],"data":{"uri":"https://github.com/DanielWilliamClarke/Cujo/blob/5e7d1766b6828c4af9563a3c9530a58ebc698500/service/src/rest/routes.rs#L32"},"nodeType":"hyperlink"},{"data":{},"marks":[],"nodeType":"text","value":" to the backend service, and requires multiple requests to the backend service to just get the cache updated."}],"data":{},"nodeType":"paragraph"},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"Up until recently, I was okay with the risk, as I had other priorities, but in one spare minute, I took a look at what integrations Contentful had regarding its webhooks. I had been working with subscribing to Google PubSub in a rust service that I own for my day job at loveholidays. So ideally wanted to use some kind of off-the-shelf, managed message broker, and listen to messages emitted by Contentful whenever I publish content updates. The majority of the big names, AWS and Google are either behind a Contentful paywall or are behind a vendor paywall (actually both), so I was losing hope and resigning myself to having to self-host my own RabbitMQ or Kafka instance and be essentially in the same boat regarding security as before. "}],"data":{},"nodeType":"paragraph"},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"🧙‍♂️ On the Fifth day"}],"data":{},"nodeType":"heading-2"},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"And that's when I saw it."}],"data":{},"nodeType":"paragraph"},{"content":[],"data":{"target":{"sys":{"id":"5qre56JIZIyen6LBcnC1rU","linkType":"Asset","type":"Link"}}},"nodeType":"embedded-asset-block"},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"My salvation was at hand, I had spotted a name that was all too familiar, and yet at the same time, not familiar at all, The solution I recognised instantly was"}],"data":{},"nodeType":"paragraph"},{"content":[],"data":{"target":{"sys":{"id":"5Miymr2xKMrp58RDuNrPno","linkType":"Asset","type":"Link"}}},"nodeType":"embedded-asset-block"},{"content":[{"data":{},"marks":[],"nodeType":"text","value":""},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"PubNub"}],"data":{"uri":"https://www.pubnub.com/docs"},"nodeType":"hyperlink"},{"data":{},"marks":[],"nodeType":"text","value":" is"}],"data":{},"nodeType":"paragraph"},{"content":[{"content":[{"data":{},"marks":[{"type":"italic"}],"nodeType":"text","value":"a highly-available, real-time communication platform optimized for maximum performance. You can use it to build chats, IoT Device Control systems, Geolocation & Dispatch apps, and many other "},{"content":[{"data":{},"marks":[{"type":"italic"}],"nodeType":"text","value":"communication solutions"}],"data":{"uri":"https://www.pubnub.com/use-case/"},"nodeType":"hyperlink"},{"data":{},"marks":[{"type":"italic"}],"nodeType":"text","value":"."}],"data":{},"nodeType":"paragraph"}],"data":{},"nodeType":"blockquote"},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"And Contentful provides a simple way to create a content update webhook that publishes content update events to a PubNub channel. With this knowledge, I just need to devise a way to subscribe to this data source. "}],"data":{},"nodeType":"paragraph"},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"PubNub provides SDKs and clients for an extensive range of languages and technologies, however, Rust is not part of this list. Luckily a quick search of "},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"crates.io"}],"data":{"uri":"https://crates.io/"},"nodeType":"hyperlink"},{"data":{},"marks":[],"nodeType":"text","value":" yields a super simple crate: "},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"https://crates.io/crates/pubnub-hyper"}],"data":{"uri":"https://crates.io/crates/pubnub-hyper"},"nodeType":"hyperlink"},{"data":{},"marks":[],"nodeType":"text","value":" that we can grab and implement a PubNub subscriber. "}],"data":{},"nodeType":"paragraph"},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"First, however, I needed to sign up and create a PubNub channel, which was super straightforward, I was able to leverage their free tier, since this portfolio is not for commercial use, and my usage is going to be well below their 1 million transactions per month. "}],"data":{},"nodeType":"paragraph"},{"content":[],"data":{"target":{"sys":{"id":"6zU8jl66ngnneSa01gEaRQ","linkType":"Asset","type":"Link"}}},"nodeType":"embedded-asset-block"},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"With the PubNub channel in place, I could then go ahead and create the Contentful webhook pointed to the new channel. Now all that was left to do was implement the channel subscribe and consume content update webhook messages."}],"data":{},"nodeType":"paragraph"},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"🔨 Getting to work"}],"data":{},"nodeType":"heading-2"},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"Looking at the crates "},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"docs"}],"data":{"uri":"https://crates.io/crates/pubnub-hyper"},"nodeType":"hyperlink"},{"data":{},"marks":[],"nodeType":"text","value":", we can see that subscribing to a PubNub channel blocks the main thread. So leveraging Rusts fearless concurrency, I created a subscriber thread using `"},{"data":{},"marks":[{"type":"bold"}],"nodeType":"text","value":"Tokio"},{"data":{},"marks":[],"nodeType":"text","value":"` that would listen for messages coming in from PubNub, and then update the content cache asynchronously. "}],"data":{},"nodeType":"paragraph"},{"content":[{"data":{},"marks":[{"type":"code"}],"nodeType":"text","value":"pub async fn subscribe (&self) -> Result<(), PubnubError> {\n let transport = Hyper::new()\n .publish_key(self.config.pubnub_publish_token.clone())\n .subscribe_key(self.config.pubnub_subscribe_token.clone())\n .build();\n \n let transport = match transport {\n Ok(transport) => transport,\n Err(err) => return Err(PubnubError::TransportBuildError(err))\n };\n \n let mut pubnub = Builder::new()\n .transport(transport)\n .runtime(TokioGlobal)\n .build();\n \n let channel_name: channel::Name = self.config.pubnub_channel_name.parse().unwrap();\n let mut stream = pubnub.subscribe(channel_name.clone()).await;\n \n let cache = self.cache_regenerator.clone();\n \n tokio::task::spawn(async move {\n loop {\n log::info!(\"⏰ Waiting for Pubnub message on channel {}\", channel_name);\n \n match stream.next().await {\n Some(message) => {\n log::info!(\"📩 Received Pubnub message on channel {} -> {:?}\", channel_name, message);\n \n let message: PubnubMessage = message.json.into();\n match message.payload.content_type.as_str() {\n \"blogPost\" => cache.regenerate_blog_cache().await,\n _ => cache.regenerate_cv_cache().await\n };\n \n log::info!(\"🥙 Pubnub message consumed for channel {}\", channel_name);\n }\n None => continue,\n }\n }\n });\n \n Ok(())\n}"}],"data":{},"nodeType":"paragraph"},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"Let's break this down a bit"}],"data":{},"nodeType":"paragraph"},{"content":[{"data":{},"marks":[{"type":"code"}],"nodeType":"text","value":" let transport = Hyper::new()\n .publish_key(self.config.pubnub_publish_token.clone())\n .subscribe_key(self.config.pubnub_subscribe_token.clone())\n .build();\n \n let transport = match transport {\n Ok(transport) => transport,\n Err(err) => return Err(PubnubError::TransportBuildError(err))\n };\n \n let mut pubnub = Builder::new()\n .transport(transport)\n .runtime(TokioGlobal)\n .build();"}],"data":{},"nodeType":"paragraph"},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"The above creates the PubNub transport object, by constructing a transport with `"},{"data":{},"marks":[{"type":"bold"},{"type":"italic"}],"nodeType":"text","value":"Hyper"},{"data":{},"marks":[],"nodeType":"text","value":"` with the publish and subscribe keys that PubNub requires. we then construct a PubNub client instance using the transport. Then we subscribe to our PubNub channel with gives us a stream object that we can listen to"}],"data":{},"nodeType":"paragraph"},{"content":[{"data":{},"marks":[{"type":"code"}],"nodeType":"text","value":" let channel_name: channel::Name = self.config.pubnub_channel_name.parse().unwrap();\n let mut stream = pubnub.subscribe(channel_name.clone()).await;"}],"data":{},"nodeType":"paragraph"},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"With all this set up, we can now create a new thread and listen for messages emitted from Contentful "}],"data":{},"nodeType":"paragraph"},{"content":[{"data":{},"marks":[{"type":"code"}],"nodeType":"text","value":"tokio::task::spawn(async move {\n loop {\n log::info!(\"⏰ Waiting for Pubnub message on channel {}\", channel_name);\n \n match stream.next().await {\n Some(message) => {\n log::info!(\"📩 Received Pubnub message on channel {} -> {:?}\", channel_name, message);\n \n let message: PubnubMessage = message.json.into();\n match message.payload.content_type.as_str() {\n \"blogPost\" => cache.regenerate_blog_cache().await,\n _ => cache.regenerate_cv_cache().await\n };\n \n log::info!(\"🥙 Pubnub message consumed for channel {}\", channel_name);\n }\n None => continue,\n }\n }\n });"}],"data":{},"nodeType":"paragraph"},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"Since `"},{"data":{},"marks":[{"type":"bold"},{"type":"italic"}],"nodeType":"text","value":"stream.next().await"},{"data":{},"marks":[],"nodeType":"text","value":"` blocks the thread, we need to move the execution of this work into a new thread, that's where `"},{"data":{},"marks":[{"type":"bold"},{"type":"italic"}],"nodeType":"text","value":"tokio::task::spawn"},{"data":{},"marks":[],"nodeType":"text","value":"` comes in where we pass an async block that waits for and processes messages. Once a message comes in, we unwrap the message optional and deserialize the message payload. Now we have access to the message payload, we can choose which portion of the cache to update. In this case, if we receive an update event for a blog post, we update the blog cache, otherwise, we update the cv cache."}],"data":{},"nodeType":"paragraph"},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"We deserialize the message payload by implementing the `"},{"data":{},"marks":[{"type":"bold"},{"type":"italic"}],"nodeType":"text","value":"From"},{"data":{},"marks":[],"nodeType":"text","value":"` trait for my `"},{"data":{},"marks":[{"type":"bold"},{"type":"italic"}],"nodeType":"text","value":"PubnubMessage"},{"data":{},"marks":[],"nodeType":"text","value":"` struct, With the following in place we can transform a `"},{"data":{},"marks":[{"type":"bold"},{"type":"italic"}],"nodeType":"text","value":"JsonValue"},{"data":{},"marks":[],"nodeType":"text","value":"` (the `"},{"data":{},"marks":[{"type":"bold"},{"type":"italic"}],"nodeType":"text","value":"PubNub-Hyper`"},{"data":{},"marks":[],"nodeType":"text","value":" crates JSON representation)"}],"data":{},"nodeType":"paragraph"},{"content":[{"data":{},"marks":[{"type":"code"}],"nodeType":"text","value":"#[derive(Deserialize, Debug, Clone, Default)]\n#[serde(rename_all = \"camelCase\")]\nstruct PubnubMessagePayload {\n // entity_id: String,\n content_type: String,\n // environment: String\n}\n#[derive(Deserialize, Debug, Clone, Default)]\n#[serde(rename_all = \"camelCase\")]\nstruct PubnubMessage {\n // topic: String,\n payload: PubnubMessagePayload\n}\nimpl From for PubnubMessage {\n fn from(value: JsonValue) -> Self {\n match serde_json::from_str::(&value.dump()) {\n Ok(value) => value,\n Err(err) => {\n println!(\"Error deserialising: {:?} -> {:?}\", err, value);\n \n PubnubMessage::default()\n },\n }\n }\n}"}],"data":{},"nodeType":"paragraph"},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"With the above in place, we get the trait `"},{"data":{},"marks":[{"type":"bold"},{"type":"italic"}],"nodeType":"text","value":"Into<"},{"data":{},"marks":[{"type":"bold"}],"nodeType":"text","value":"PubnubMessage"},{"data":{},"marks":[{"type":"bold"},{"type":"italic"}],"nodeType":"text","value":">"},{"data":{},"marks":[],"nodeType":"text","value":" "},{"data":{},"marks":[{"type":"bold"},{"type":"italic"}],"nodeType":"text","value":"for"},{"data":{},"marks":[],"nodeType":"text","value":" "},{"data":{},"marks":[{"type":"bold"},{"type":"italic"}],"nodeType":"text","value":"JsonValue"},{"data":{},"marks":[],"nodeType":"text","value":"` implemented for free and so we can then transform a `"},{"data":{},"marks":[{"type":"bold"}],"nodeType":"text","value":"JsonValue"},{"data":{},"marks":[],"nodeType":"text","value":"` into a `"},{"data":{},"marks":[{"type":"bold"}],"nodeType":"text","value":"PubnubMessage"},{"data":{},"marks":[],"nodeType":"text","value":"`, with the following:"}],"data":{},"nodeType":"paragraph"},{"content":[{"data":{},"marks":[{"type":"code"}],"nodeType":"text","value":"let message: PubnubMessage = message.json.into()"}],"data":{},"nodeType":"paragraph"},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"With the Contentful webhook in place publishing content update messages to PubNub, and my backend service subscribed and listening to these messages we can now easily and simply update the cache safely and securely. the following log shows the order of events that occur now when a message is received."}],"data":{},"nodeType":"paragraph"},{"content":[],"data":{"target":{"sys":{"id":"1MzpilVGd9ncgokIWgFlQD","linkType":"Asset","type":"Link"}}},"nodeType":"embedded-asset-block"},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"👻 Complexity Exorcised"}],"data":{},"nodeType":"heading-2"},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"Now that we can detect content changes and synchronise accordingly, we now remove the Auth0, request redirection and JWT validation code from the backend service code base, On top of this I was able to completely remove the services REST API, since it was no longer needed, shrinking the attack surface of the backend dramatically! Now the service only offers a graphql query endpoint, making the client-facing portion of the service completely read-only! These changes can be seen in this "},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"commit"}],"data":{"uri":"https://github.com/DanielWilliamClarke/Cujo/commit/a99003f948586ace7b86fe6337cc72f23db2a200"},"nodeType":"hyperlink"},{"data":{},"marks":[],"nodeType":"text","value":". "}],"data":{},"nodeType":"paragraph"},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"This portfolio's system architecture now looks something like the following. We no longer need to handle authentication and can completely cut out Auth0, and remove the complexity of redirecting and validating JWT tokens. The service now reaches out and subscribes to a managed message broker, whose authentication is handled by externally PubNub. Overall we have decreased the number of steps to ensure the state of the system is up to date and improved the security of the system. "}],"data":{},"nodeType":"paragraph"},{"content":[],"data":{"target":{"sys":{"id":"3aOQx2T8LxGS5Jw97Nsxt3","linkType":"Asset","type":"Link"}}},"nodeType":"embedded-asset-block"},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"I think the next potential step we could take would be to remove the need for the backend service to call the Contentful API directly after a content update message is received. It would be great if the webhook message payload would supply the backend service with the Contentful entry that had changed, allowing the backend service to update the single entry without gathering and processing a new snapshot of the CMS. "}],"data":{},"nodeType":"paragraph"},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"All in all, the goal was achieved! 🙌 "}],"data":{},"nodeType":"paragraph"}],"data":{},"nodeType":"document"},"excerpt":"I found that contentful can post content update webhook requests to a message broker called PubNub. This is how I simplified and improved the security of my portfolios backend architecture","media":{"description":"","file":{"url":"//images.ctfassets.net/ouj3yibxj44w/6UeWuqHavX6OK0HfiQBnui/3c0342c78b53a80d9f9b48e743befa07/tumblr_71bf980b06e649fb1046fb1c77378db4_d987be7a_640.gif","details":{"image":{"height":246,"width":600,"__typename":"ImageDetails"},"__typename":"FileDetails"},"__typename":"File"},"__typename":"Asset"},"tags":["PubNub","Async","Goodbye Auth0"],"sys":{"id":"1ycoZpxLTZe2LDNC2Ja2H8","revision":56,"createdAt":"2023-06-01T09:51:39.012+00:00","updatedAt":"2024-05-21T21:41:41.727+00:00","__typename":"SystemProperties"},"__typename":"BlogPost"},{"id":"cujo-isr","title":"🛶 Migrating from client side rendering to incremental static regeneration with NextJS","content":{"content":[{"content":[{"data":{},"marks":[],"nodeType":"text","value":"The original versions of this portfolio were purely client-side rendered, you would hit this page, and your browser would need to do all the work to make the page appear, which would be calling my backend API a couple of times for data, then requesting all the various assets and bit of media to show. and then render all of the React code into HTML. This is slow, and what's more, SEO and social media previews did not work, so I couldn't even really show off my work effectively. On top of this, every page view hit my dinky backend service with requests that returned the same data every time for every request. a lot of wasted work to show a glorified static webpage. "}],"data":{},"nodeType":"paragraph"},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"🩹 Putting a plaster on the problem "}],"data":{},"nodeType":"heading-2"},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"I was quite hesitant to bite the bullet and venture into learning about Server side rendering and how to set that up with vanilla React, my first few forays into this territory left me quite demoralised. It's great to see that `"},{"data":{},"marks":[{"type":"bold"},{"type":"italic"}],"nodeType":"text","value":"create-react-app"},{"data":{},"marks":[],"nodeType":"text","value":"` is now "},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"dead"}],"data":{"uri":"https://hackernoon.com/create-react-app-is-dead-here-are-some-alternatives https://hackernoon.com/create-react-app-is-dead-here-are-some-alternatives"},"nodeType":"hyperlink"},{"data":{},"marks":[],"nodeType":"text","value":", as it entices you in with a quick and easy way to build a React app, but then hobbles you when you try to do anything more than `"},{"data":{},"marks":[{"type":"italic"},{"type":"bold"}],"nodeType":"text","value":"npm run dev"},{"data":{},"marks":[],"nodeType":"text","value":"`. "}],"data":{},"nodeType":"paragraph"},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"So I tried investigating if there was some way to at least get SEO and social media previews working with a client-side rendered site easily, and it turns out there was. Enter "},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"Prerender.io"}],"data":{"uri":"https://prerender.io/"},"nodeType":"hyperlink"},{"data":{},"marks":[],"nodeType":"text","value":" a tool that caches pages. I was able to prerender and cache this portfolio's pages and redirect web crawlers, social media bots and other entities to the Prerender.io cache while regular human users would hit the page directly. "}],"data":{},"nodeType":"paragraph"},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"It all worked out quite well, I had contentful webhooks notifying my backend service that it was time to regenerate its cache, once the cache was synchronised, the backend would then call the "},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"Prerender.io "}],"data":{"uri":"https://api.prerender.io/docs/"},"nodeType":"hyperlink"},{"data":{},"marks":[],"nodeType":"text","value":"API to trigger the portfolio pages to recached. Voila, social media previews were working, my SEO scores started to increase, and the website was starting to appear in Google! Hurray! 🎉"}],"data":{},"nodeType":"paragraph"},{"content":[],"data":{"target":{"sys":{"id":"4eFS3yXiEjQG8PGkM6QTz7","linkType":"Asset","type":"Link"}}},"nodeType":"embedded-asset-block"},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"Looking at this Architecture diagram, you can see the flow of data is becoming quite complex for a simple portfolio page and blog, the backend service now calls all sorts of third parties and is mainly in control of ensuring the website is cached, which if Prerender.io is down, changes in the CMS (Contentful) would be missed and SEO and social media would be shown out of date information"}],"data":{},"nodeType":"paragraph"},{"content":[],"data":{"target":{"sys":{"id":"1T2F8ItcJmaCqPAjUP2vhU","linkType":"Asset","type":"Link"}}},"nodeType":"embedded-asset-block"},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"So at least my goal was achieved in so far as that SEO and social media previews were working. It was time to start paying back some technical debt"}],"data":{},"nodeType":"paragraph"},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"🌞 Server Side Rendering but wrong"}],"data":{},"nodeType":"heading-2"},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"After trying to pluck teeth from hens and attempting to force a `"},{"data":{},"marks":[{"type":"bold"},{"type":"italic"}],"nodeType":"text","value":"create-react-app"},{"data":{},"marks":[],"nodeType":"text","value":"` to play nice with server-side rendering and failing, I wasn't too much up to the task. but I had just started a new job at "},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"loveholidays.com"}],"data":{"uri":"https://careers.loveholidays.com/"},"nodeType":"hyperlink"},{"data":{},"marks":[],"nodeType":"text","value":", and their flagship site is a server-side rendered react app that users `"},{"content":[{"data":{},"marks":[{"type":"bold"},{"type":"italic"}],"nodeType":"text","value":"Razzle"}],"data":{"uri":"https://razzlejs.org/"},"nodeType":"hyperlink"},{"data":{},"marks":[],"nodeType":"text","value":"` to compile and bundle the site. "}],"data":{},"nodeType":"paragraph"},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"It apparently offered the simplicity of `"},{"data":{},"marks":[{"type":"bold"},{"type":"italic"}],"nodeType":"text","value":"create-react-app"},{"data":{},"marks":[],"nodeType":"text","value":"` but with SSR out of the box, So I decided to migrate my React components and P5js sketches to a new"},{"content":[{"data":{},"marks":[],"nodeType":"text","value":" Razzle-based project"}],"data":{"uri":"https://github.com/DanielWilliamClarke/Cujo/tree/cbe31195c437b6c67f805747de907ee75ef8d1ed/portfolio_razzle"},"nodeType":"hyperlink"},{"data":{},"marks":[],"nodeType":"text","value":", but it soon became apparent Razzle wants you to configure it yourself, needing the copious amount of webpack configuration even to get bundle compression and source maps in place. The migration to the new project structure was quite simple, but it required a lot of trial and error to get the page to work properly, from memory, this migration did not make it into the prod and was quickly killed in favour of another React framework"}],"data":{},"nodeType":"paragraph"},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"💫 Now we know what we don't want"}],"data":{},"nodeType":"heading-2"},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"We can now see what we want, and that is a framework, that can support SSR without needing to become a 10x webpack engineer and perform arcane JSON rituals just to get some rinky-dink portfolio page off the ground."}],"data":{},"nodeType":"paragraph"},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"I had heard rumbling that NextJS was the king of React frameworks, but I didn't pay it much attention, as I think I was lumping it next to `"},{"data":{},"marks":[{"type":"bold"},{"type":"italic"}],"nodeType":"text","value":"NestJS"},{"data":{},"marks":[],"nodeType":"text","value":"` which is server-side Angular 🤮 and `"},{"data":{},"marks":[{"type":"bold"},{"type":"italic"}],"nodeType":"text","value":"NxJS"},{"data":{},"marks":[],"nodeType":"text","value":"` which is a build system for mono repo, both are technologies that I used in previous roles and just made things more complex than they needed to be really. But I think that I was so frustrated with Razzle that I wanted to find something with more batteries included instead of having to assemble the system myself."}],"data":{},"nodeType":"paragraph"},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"NextJS offered a super simple way to build single and multi-page apps, with server-side rendering, static generation, and even something fancy called incrementation static regeneration "}],"data":{},"nodeType":"paragraph"},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"I was able to get a proof of concept, with a base portfolio site in place with server-side rendering in "},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"place very quickly"}],"data":{"uri":"https://github.com/DanielWilliamClarke/Cujo/blob/567188bc7bdcc7960d051ed8f460b74d32cfaa23/portfolio_next/pages/cv.tsx"},"nodeType":"hyperlink"},{"data":{},"marks":[],"nodeType":"text","value":", I didn't need to fight with JSON and configuration files, and I didn't need to look up how to do bundle compression, or touch webpack for that matter. I was able to create the project using `"},{"content":[{"data":{},"marks":[{"type":"bold"},{"type":"italic"}],"nodeType":"text","value":"npx create-next-app@latest"}],"data":{"uri":"https://nextjs.org/docs/getting-started/installation"},"nodeType":"hyperlink"},{"data":{},"marks":[],"nodeType":"text","value":"`, moving my files into place, and then setting up the server-side rendering using their "},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"simple-to-use API"}],"data":{"uri":"https://github.com/DanielWilliamClarke/Cujo/blob/567188bc7bdcc7960d051ed8f460b74d32cfaa23/portfolio_next/pages/index.tsx"},"nodeType":"hyperlink"},{"data":{},"marks":[],"nodeType":"text","value":"."}],"data":{},"nodeType":"paragraph"},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"I did have a few quibbles with a few of my components needing to be client-side rendered, for example, the P5js sketches and the CV PDF preview. but using Nextjs' `"},{"data":{},"marks":[{"type":"italic"},{"type":"bold"}],"nodeType":"text","value":"next/dynamic"},{"data":{},"marks":[],"nodeType":"text","value":"` packages I was able to now render the majority of components on the server, and then render the canvas-based components "},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"purely client side"}],"data":{"uri":"https://github.com/DanielWilliamClarke/Cujo/blob/98cbcadea54f9d41336782475c4394f8cf9546fe/portfolio_next/src/components/App.tsx#L28"},"nodeType":"hyperlink"},{"data":{},"marks":[],"nodeType":"text","value":", ultimately the best of both worlds. "}],"data":{},"nodeType":"paragraph"},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"Once on a roll, it was very simple to get everything in place, and have the page act and feel like it did when it was purely client-side rendered. The P5js sketches worked as expected, the CV preview was rendered, and the page was animated as it was supposed to be. Great! so I shipped the Nextjs project and deleted the old `"},{"data":{},"marks":[{"type":"bold"},{"type":"italic"}],"nodeType":"text","value":"create-react-app`."}],"data":{},"nodeType":"paragraph"},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"With the old project deleted, I could now remove two sources of complexity from my project "}],"data":{},"nodeType":"paragraph"},{"content":[{"content":[{"content":[{"data":{},"marks":[],"nodeType":"text","value":"Prerender.io since we no longer need pages to be cached to get SEO and social media previews working anymore"}],"data":{},"nodeType":"paragraph"}],"data":{},"nodeType":"list-item"},{"content":[{"content":[{"data":{},"marks":[],"nodeType":"text","value":"Nginx Since Nextjs comes with its own server, I did not need the complexity of an nginx instance to serve my client-side javascript bundles anymore"}],"data":{},"nodeType":"paragraph"}],"data":{},"nodeType":"list-item"}],"data":{},"nodeType":"ordered-list"},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"Even though I could see that I was making great progress in improving my portfolio, there were still several areas of improvement that could be made, Server side rendering is good, but since my backend service just delivers the same data over and over again, only changing when the CMS is updated, the grand majority of network calls to the backend are somewhat wasteful. Ultimately we needed to venture into the territory of "}],"data":{},"nodeType":"paragraph"},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"⚡️🎈 Static Generation"}],"data":{},"nodeType":"heading-2"},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"As I mentioned previously, my portfolio is a glorified static webpage, only changing when the CMS is updated, there is no real way for the user to interact, or update information. it's an online resume that I use to get work. "}],"data":{},"nodeType":"paragraph"},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"Server-side rendering means the page is rendered each time the user accesses it on the server, and then the fully compiled javascript bundles are delivered to the user. Whereas static generation happens when the server comes online, and only when it comes online, from then on the server serves these ready-to-go javascript bundles. "}],"data":{},"nodeType":"paragraph"},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"I needed something that sits right in the middle between server and static, I ultimately want to serve a static site and reap all the performance benefits of one, but I also want to have the site's pages regenerated whenever the CMS is updated. Server-side rendering would catch all changes since refreshing the page would collect and render all new data, whereas pure static generation would not"}],"data":{},"nodeType":"paragraph"},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"Luckily Nextjs has a feature called "},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"incremental static regeneration"}],"data":{"uri":"https://nextjs.org/docs/pages/building-your-application/rendering/incremental-static-regeneration"},"nodeType":"hyperlink"},{"data":{},"marks":[],"nodeType":"text","value":" (ISR), where Nextjs can regenerate pages on the fly, meaning that you get the best of both worlds, static pages and more importantly up-to-date static pages, without the faff of redeploying your frontend app. "}],"data":{},"nodeType":"paragraph"},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"My initial peek at this feature saw me trying out ISR based "},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"on an interval"}],"data":{"uri":"https://github.com/DanielWilliamClarke/Cujo/blob/1c817b30058e75e5fa37f46088fa2287b587a3f0/portfolio_next/src/Cujo.tsx#L55"},"nodeType":"hyperlink"},{"data":{},"marks":[],"nodeType":"text","value":", and this worked perfectly fine, my page was constantly up-to-date and static. The problem is that the content on my portfolio doesn't always update every 300 seconds, it updates whenever I update the CMS, and these updates can be quite spikey, with many updates in a short space of time, and then nothing for months."}],"data":{},"nodeType":"paragraph"},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"Again luckily Nextjs have thought about this and offer"},{"content":[{"data":{},"marks":[],"nodeType":"text","value":" ISR on demand"}],"data":{"uri":"https://nextjs.org/docs/pages/building-your-application/data-fetching/incremental-static-regeneration#using-on-demand-revalidation"},"nodeType":"hyperlink"},{"data":{},"marks":[],"nodeType":"text","value":", where you can trigger a regeneration of page(s) of your website programmatically. This can be done by setting up an"},{"content":[{"data":{},"marks":[],"nodeType":"text","value":" API route"}],"data":{"uri":"https://github.com/DanielWilliamClarke/Cujo/commit/1040d608a4bba67fdd178f3a2228fffaaa4f7de0"},"nodeType":"hyperlink"},{"data":{},"marks":[],"nodeType":"text","value":" in your Nextjs server. Once triggered your Nextjs server will recall `"},{"data":{},"marks":[{"type":"bold"},{"type":"italic"}],"nodeType":"text","value":"getStaticProps()` "},{"data":{},"marks":[{"type":"italic"}],"nodeType":"text","value":" "},{"data":{},"marks":[],"nodeType":"text","value":"on the pages that you revalidate. "}],"data":{},"nodeType":"paragraph"},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"With this super powerful tool in place, Once my backend service receives a Contentful webhook request, my backend can then "},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"prompt"}],"data":{"uri":"https://github.com/DanielWilliamClarke/Cujo/blob/master/service/src/revalidate/revalidate_client.rs"},"nodeType":"hyperlink"},{"data":{},"marks":[],"nodeType":"text","value":" the frontend to revalidate the affected pages, meaning that my portfolio is always up to date, and the whole process is purely server-driven instead of the frontend driving the process. Reducing network noise and over-fetching data to generate pages with the same content as before."}],"data":{},"nodeType":"paragraph"},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"🤔 Conclusion"}],"data":{},"nodeType":"heading-2"},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"I achieved what I set out to do, got SEO and social media previews working, and in the process carved out a much more server-driven and efficient distributed system to deliver my portfolio to browsers with the latest content."}],"data":{},"nodeType":"paragraph"},{"content":[],"data":{"target":{"sys":{"id":"5CyMzZxUfdrTXk4nnbcMCw","linkType":"Asset","type":"Link"}}},"nodeType":"embedded-asset-block"},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"Looking at the above architecture diagram, we have removed a good chunk of the complexity put in place to prerender and cache the portfolio. However, I feel that there is a bit more work to do to drive more complexity regarding the backend service interacting with Auth0 and redirecting around to regenerate caches and prompt the front end to regenerate itself. "}],"data":{},"nodeType":"paragraph"},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"Ultimately this journey was an interesting exploration of several technologies, identifying their weaknesses and strengths and finding the best tool for the job, through this, I learnt that achieving the goal could have been done in a myriad of ways. It all comes down to how much complexity you are comfortable with juggling really. I ultimately wanted to strike a balance between using something off the shelf and having the control required to configure the system the way I wanted (without webpack 🤦‍♂️). "}],"data":{},"nodeType":"paragraph"},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"I think that this exercise helped me grasp the concepts of client, server-side rendering and static generation. In a way that I had not fully understood before. So as a bonus, I feel I learnt something valuable. "}],"data":{},"nodeType":"paragraph"}],"data":{},"nodeType":"document"},"excerpt":"I found that social media previews for my portfolio weren't correct, this is the exploration I went on to get that working!","media":{"description":"Skeleton waiting for his work to render","file":{"url":"//images.ctfassets.net/ouj3yibxj44w/1wUiNMjVuDDYb1j65CuPGy/b03fe3b4079a571d8881750ad32937dd/still-rendering-render.gif","details":{"image":{"height":492,"width":640,"__typename":"ImageDetails"},"__typename":"FileDetails"},"__typename":"File"},"__typename":"Asset"},"tags":["CSR","SSR","Static generation","ISR"],"sys":{"id":"7KJhvVudJnLGozwUOXLBk6","revision":33,"createdAt":"2022-07-01T11:55:45.703+00:00","updatedAt":"2023-06-04T22:10:09.861+00:00","__typename":"SystemProperties"},"__typename":"BlogPost"},{"id":"hunting-for-speed","title":"🕵️‍♂️🤬 Investigating why the Contentful API was slow in production only","content":{"content":[{"content":[{"data":{},"marks":[],"nodeType":"text","value":"🤔 One day"}],"data":{},"nodeType":"heading-2"},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"I noticed that this website in production took an inordinate amount of time to load. This seemingly came out of the blue, as this wasn't always the case. This had started after the Vultr instance hosting my Website was forced to be decommissioned in place of a new one running with an updated OS and security patches. I could see that this egregious slowdown was not occurring when running the website locally, so there must have been some foo happening in production. So I set out to track the issue down."}],"data":{},"nodeType":"paragraph"},{"content":[],"data":{},"nodeType":"hr"},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"🕵️‍♂️ The game is afoot"}],"data":{},"nodeType":"heading-2"},{"content":[],"data":{"target":{"sys":{"id":"5r63JpZUNChx0X2MrvETcb","linkType":"Asset","type":"Link"}}},"nodeType":"embedded-asset-block"},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"React Code Splitting ✂️"}],"data":{},"nodeType":"heading-3"},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"I initially thought the portfolio JavaScript bundle was too large and was causing the slowdown. The output of my frontend build was remarking that the compiled bundle was quite large and that I should make sure of Reacts code splitting functionality. Since things were running perfectly fine locally, the JavaScript bundles loaded from the production may have had a hand in the latency as the files needed to be pulled across the internet rather than directly from local storage. This hypothesis was incorrect and did nothing to solve the root cause of the issue. But utilizing Reacts code splitting was an excellent measure to reduce the size of the JavaScript bundles loaded in parallel in the browser."}],"data":{},"nodeType":"paragraph"},{"content":[],"data":{"target":{"sys":{"id":"4iQCnP8pjJPXQkJeihILKo","linkType":"Asset","type":"Link"}}},"nodeType":"embedded-asset-block"},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"Cache to put a Band-Aid on the wound 🩹"}],"data":{},"nodeType":"heading-3"},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"Looking at the responses to the backend service requests, I could see that the calls to my backend service were taking anywhere between 15 to 30 seconds each! I first made minor modifications to my front end to make these requests concurrently, reducing the total latency to the longest-running request. But this still did not fix the actual root cause. "}],"data":{},"nodeType":"paragraph"},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"I looked further into the backend and could see that the requests made to Contentful were the issue! Since the latency seen in production wasn't seen locally, Without much understanding of the issue I thought about using Redis to cache the latest content from Contentful, just to see if I could get a quick fix in place and leave it at that. I didn't move forward with this solution, as again this wasn't actually solving the root cause and was just putting a stopgap in place to mitigate the slowdown."}],"data":{},"nodeType":"paragraph"},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"Why were requests to Contentful slow 🔍"}],"data":{},"nodeType":"heading-3"},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"I added extra logging to surface the timing on each Contentful request, I wanted to understand why the requests were taking so long. I contrasted the timings from the production server against the timings of CURL requests I was making to Contentful locally, I could see there was certainly something environment-based happening, since locally requests to Contentful were taking on average 100-200ms locally, but were spinning their wheels on the production machine for nearly 15 seconds at a time. "}],"data":{},"nodeType":"paragraph"},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"I needed to see where on the production server the latency was experienced, was it an issue with the Rust crate "},{"data":{},"marks":[{"type":"bold"}],"nodeType":"text","value":"Reqwest "},{"data":{},"marks":[],"nodeType":"text","value":"in my backend service or an issue at the network level? To rule out backend service implementation it made sense to check the network level lead first. I crafted CURL requests to Contentful while SSH'd into the production machine, and could see the same latency as was experienced through the front end. I now had a proper question to ask, why were pure REST requests to Contentful slow on production and not locally? "}],"data":{},"nodeType":"paragraph"},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"After exhausting each component of my deployment, I finally thought to consider the operating systems that my local machine and the production server are using. My local machine at the time was Windows and the production machine was Ubuntu. I then needed to understand how Windows and Ubuntu resolve hosts and how they cache DNS records for lookup. Reading this "},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"ClouDNS"}],"data":{"uri":"https://www.cloudns.net/blog/dns-cache-explained/"},"nodeType":"hyperlink"},{"data":{},"marks":[],"nodeType":"text","value":" article, it appears that Windows builds a DNS cache whereas Linux does not:"}],"data":{},"nodeType":"paragraph"},{"content":[],"data":{},"nodeType":"hr"},{"content":[{"content":[{"data":{},"marks":[{"type":"italic"},{"type":"bold"}],"nodeType":"text","value":"\"There was no OS-level DNS caching, so it is a bit harder to display it. Depending on the software you are using, you might find a way to see it. For example, if you are using NSCD (Name Service Caching Daemon), you can see the ASCII strings from the binary cache file. It is located in /var/cache/nscd/hosts, so you can run “strings /var/cache/nscd/hosts” to display it."}],"data":{},"nodeType":"paragraph"},{"content":[{"data":{},"marks":[{"type":"italic"},{"type":"bold"}],"nodeType":"text","value":"If you are using Ubuntu 20.10, Fedora 33, or later, Systemd is responsible for the DNS.\""}],"data":{},"nodeType":"paragraph"}],"data":{},"nodeType":"blockquote"},{"content":[],"data":{},"nodeType":"hr"},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"I am not using the NSCD, my Vultr instance is using Ubuntu 22.04 x64, but I am not using Systemd to handle the DNS cache, mainly out of simplicity. This means that every request made from the Ubuntu machine resolves the hostname in flight every time, as the mapping between hostname and IP is not cached for reuse! "}],"data":{},"nodeType":"paragraph"},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"Doing the lord's work 🗺 "}],"data":{},"nodeType":"heading-3"},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"Now that I knew that the latency was caused by Ubuntu not building a DNS cache, I could either configure Systemd to handle the DNS cache for me or I could turn to Ubuntu's host's file. For simplicity and brevity, I chose to manually configure the mapping between the Contentful API hostname with its corresponding static IP addresses in the host's file, so that I would not need to rely on the hostname to be resolved en route. "}],"data":{},"nodeType":"paragraph"},{"content":[{"data":{},"marks":[{"type":"code"}],"nodeType":"text","value":"151.101.130.49 cdn.contentful.com\n151.101.66.49 cdn.contentful.com\n151.101.194.49 cdn.contentful.com\n151.101.2.49 cdn.contentful.com"}],"data":{},"nodeType":"paragraph"},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"Contentful appears to use static IP addresses underlying their API hostname, plugging this mapping into Ubuntu's host file I was able to see the request latency essentially evaporate! Success! I mainly now need to keep my eye on the latency of the backend calls to detect if / when Contentful rotates their API IP addresses."}],"data":{},"nodeType":"paragraph"},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"🍾 Success"}],"data":{},"nodeType":"heading-2"},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"Through this journey, I was able to track down why requests to Contentful were so slow, adding the hostname mapping to the host file as a great quick win that did not require any hardcore refactoring or backend changes. it was essentially an operating system problem. "}],"data":{},"nodeType":"paragraph"},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"All in all, I'm glad I was presented with this issue, it was essential to keep digging until the root cause presented itself. With the root cause in hand, I was able to implement a targeted fix without putting stop gaps, bodges and extra infrastructure in place to try to short circuit the fix. 🎉 "}],"data":{},"nodeType":"paragraph"},{"content":[],"data":{"target":{"sys":{"id":"5lZkUizfjNpkmrdC7E0aJO","linkType":"Asset","type":"Link"}}},"nodeType":"embedded-asset-block"},{"content":[{"data":{},"marks":[],"nodeType":"text","value":""}],"data":{},"nodeType":"paragraph"}],"data":{},"nodeType":"document"},"excerpt":"I discover that API calls to contentful were taking 15 seconds each in production, Here is my journey how I tried to fix it","media":{"description":"Jake the dog showing complete frustration","file":{"url":"//images.ctfassets.net/ouj3yibxj44w/40qXWTtyJOeQJx84Ms3me1/a50d8084939e0b2f918e5206ea5c8060/freak-out-adventure-time.gif","details":{"image":{"height":273,"width":498,"__typename":"ImageDetails"},"__typename":"FileDetails"},"__typename":"File"},"__typename":"Asset"},"tags":["DNS","/etc/hosts","Root Cause","Investigation"],"sys":{"id":"5ux7aVzGnUBYtilJRAECxs","revision":40,"createdAt":"2022-05-29T22:18:49.653+00:00","updatedAt":"2023-06-02T22:06:42.589+00:00","__typename":"SystemProperties"},"__typename":"BlogPost"},{"id":"simple-automated-deployment","title":"🥤 + 🧶 = ✨ CI/CD pipelines using CircleCI, DockerHub and Watchtower","content":{"content":[{"content":[{"data":{},"marks":[],"nodeType":"text","value":"🦸‍♂️ Zero to Something"}],"data":{},"nodeType":"heading-2"},{"content":[],"data":{"target":{"sys":{"id":"6ma2V8MiutPlvO0w3XZsLQ","linkType":"Asset","type":"Link"}}},"nodeType":"embedded-asset-block"},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"After implementing the first iterations of my portfolio's front-end App and back-end Service, I packaged them up into Docker images and was running them together locally using Docker Compose."}],"data":{},"nodeType":"paragraph"},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"Once I was happy with the initial look, feel, and functionality of the portfolio, I wanted to be able to deploy it to a production environment. Running the portfolio from one of my local machines was not feasible, I didn't want to buy and put together a Raspberry PI, nor did I want to incur the cost of my electricity bill, nor want to deal with the security aspects of hosting such infrastructure myself."}],"data":{},"nodeType":"paragraph"},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"I initially thought about hosting on the Google Cloud Platform, but the pricing for its offerings that would apply to my use case (Kubernetes Engine, Compute Engine) was cost-prohibitive. For the traffic I was expecting to receive, I wouldn't need heavy horizontal or vertical scaling. I just needed to run the portfolio images, and a few other utility images like an NGINX reverse proxy and a Lets Encrypt SSL Companion to prepare and keep up-to-date certificates to allow for HTTP traffic. so really I needed a small bare metal machine. Looking around it made sense to use "},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"Vultr"}],"data":{"uri":"https://www.vultr.com/"},"nodeType":"hyperlink"},{"data":{},"marks":[],"nodeType":"text","value":", they offered a small secure VM for around £5 a month with no bells or whistles."}],"data":{},"nodeType":"paragraph"},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"🏭 Shipping updates on the regular"}],"data":{},"nodeType":"heading-2"},{"content":[],"data":{"target":{"sys":{"id":"54N8ahtnCzAB7tkhvqRvBr","linkType":"Asset","type":"Link"}}},"nodeType":"embedded-asset-block"},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"Once I had set up a Vultr compute instance, I was building and pushed portfolio Docker images myself, and deployed them with some bash scripts manually. This meant running a build script on my local machine, and then logging into the Vultr instance and running a deployment script there. It was cumbersome and time-consuming, and the way I was managing my content at the time meant it needed to be done every time a text change was made."}],"data":{},"nodeType":"paragraph"},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"I needed a way to leverage the GitHub repository I was using to house the code, I looked at hosting my own Jenkins image in production, to watch my Git repository and build new versions of portfolio images, but this was again managing my infrastructure which comes with the overhead of making sure it's running, up to date and secure. Throughout my career, I have had a bunch of experience with Azure DevOps and CircleCI, and for this use case, the simplicity of CircleCI won out. It inter-opped with GitHub easily, I could auth in with GitHub, and it was purely configuration as code, so I could design and build pipelines that I could easily version control and maintain."}],"data":{},"nodeType":"paragraph"},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"I put together a simple CircleCI "},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"pipeline"}],"data":{"uri":"https://github.com/DanielWilliamClarke/Cujo/blob/4d16154688073b4d33b1ef88aad7ed40d2c3ed91/.circleci/config.yml"},"nodeType":"hyperlink"},{"data":{},"marks":[],"nodeType":"text","value":" with 2 jobs, one to build and push the portfolio front-end Docker image and another to build and push the back-end service. The initial pipeline built both images every time any file changed within the repo. This was very time-consuming and meant that the smallest change causes a whole lot of processing was run unnecessarily. "}],"data":{},"nodeType":"paragraph"},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"Below is the configuration of the front-end build job:"}],"data":{},"nodeType":"paragraph"},{"content":[{"data":{},"marks":[{"type":"code"}],"nodeType":"text","value":" test-build-push-portfolio:\n docker:\n - image: cimg/node:14.16.0\n steps:\n - checkout\n - setup_remote_docker:\n version: 19.03.13 # https://support.circleci.com/hc/en-us/articles/360050934711-Docker-build-fails-with-EPERM-operation-not-permitted-copyfile-when-using-node-14-9-0-or-later-\n - run:\n name: Run tests\n command: |\n cd portfolio\n npm install\n npm run test -- --watchAll=false --passWithNoTests\n npm run build\n - store_test_results:\n path: ./portfolio\n - run:\n name: Build Docker image\n command: |\n cd portfolio\n docker build -t $DOCKER_REGISTRY/$IMAGE_NAME_PORTFOLIO:latest --build-arg BUILD_MODE=\":prod\" .\n - run:\n name: Publish Docker Image\n command: |\n echo \"$DOCKERHUB_PASS\" | docker login -u \"$DOCKER_USER\" --password-stdin\n docker push $DOCKER_REGISTRY/$IMAGE_NAME_PORTFOLIO:latest"}],"data":{},"nodeType":"paragraph"},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"The Portfolio's Docker images were now being built and pushed to the container registry automatically upon commit, great! But I still had to SSH into my Vultr instance and run the redeployment scripts. I had essentially only swapped one command for another, instead of building the images locally, I was committing changes to GitHub and having CircleCI build the images for me. "}],"data":{},"nodeType":"paragraph"},{"content":[],"data":{"target":{"sys":{"id":"66R2AM882YCCT5Aop2MypN","linkType":"Asset","type":"Link"}}},"nodeType":"embedded-asset-block"},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"Since a single change to a file would trigger the rebuilding of everything, I looked into how to run CircleCI jobs based on which part of the portfolio had been changed. Reading up on CircleCI Dynamic pipelines I came across their Path Filtering orb, and through vaguely following this "},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"tutorial"}],"data":{"uri":"https://circleci.com/docs/2.0/using-dynamic-configuration#execute-specific-workflows-or-steps-based-on-which-files-are-modified"},"nodeType":"hyperlink"},{"data":{},"marks":[],"nodeType":"text","value":", I was able to put together a pipeline that triggers the job to build the front-end app or the back-end service if files within those sub-projects are modified, all other files within the repo are essentially ignored. The latest version of the pipeline configuration can be seen "},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"here"}],"data":{"uri":"https://github.com/DanielWilliamClarke/Cujo/blob/master/.circleci/config.yml"},"nodeType":"hyperlink"},{"data":{},"marks":[],"nodeType":"text","value":"."}],"data":{},"nodeType":"paragraph"},{"content":[],"data":{"target":{"sys":{"id":"7DtVgohyuI58svjv22kO3V","linkType":"Asset","type":"Link"}}},"nodeType":"embedded-asset-block"},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"⏱🗼 Swapping out engine parts"}],"data":{},"nodeType":"heading-2"},{"content":[],"data":{"target":{"sys":{"id":"3496ppVfPj62GQswNvbT6s","linkType":"Asset","type":"Link"}}},"nodeType":"embedded-asset-block"},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"Now my game plan was to automate the manual deployment step on the prod machine. I had a script that would teardown and deploy the Docker image I wanted to redeploy, and I wanted to essentially automate that. "}],"data":{},"nodeType":"paragraph"},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"The main artefact being deployed is a Docker image, and these images are stored in a Dockerhub registry, I needed a way to know when one of my portfolio images was updated and then run my redeployment script. Since I was using Docker Compose I wanted to see if I could leverage a container to be able to handle redeployment for me, much in the same way I am using a reverse proxy container to route calls to my portfolio containers."}],"data":{},"nodeType":"paragraph"},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"I managed to run across the following tutorial for a project called "},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"Watchtower"}],"data":{"uri":"https://alexgallacher.com/auto-update-docker-containers-by-setting-up-watchtower/"},"nodeType":"hyperlink"},{"data":{},"marks":[],"nodeType":"text","value":", a Docker container that watches updates to images sitting on its network and redeploys with the same configuration. "}],"data":{},"nodeType":"paragraph"},{"content":[{"data":{},"marks":[{"type":"code"}],"nodeType":"text","value":"version: \"3.6\"\nservices:\n watchtower:\n image: containrrr/watchtower\n container_name: watchtower\n environment:\n - WATCHTOWER_POLL_INTERVAL=300\n volumes:\n - /var/run/docker.sock:/var/run/docker.sock\n restart: always\n networks:\n - cujo\n"}],"data":{},"nodeType":"paragraph"},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"Adding this single container to the stack, was a super simple quick win that automated away the manual redeployment step, meaning that I could simply commit new code to master, and its effects would be carried to prod through this ramshackle pipeline:"}],"data":{},"nodeType":"paragraph"},{"content":[],"data":{"target":{"sys":{"id":"2F4ugjAyV9que4qmDVXjLj","linkType":"Asset","type":"Link"}}},"nodeType":"embedded-asset-block"},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"One minor issue I have found is that Watchtower does not clean up any old Docker image layers, as it pulls the latest from the container registry, which leads to the compute instance's local storage filling up with old data, and requires manual clean-up from time to time. This is something that should be focused on and automated away."}],"data":{},"nodeType":"paragraph"},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"💫 The Pipeline as it stands today"}],"data":{},"nodeType":"heading-1"},{"content":[{"content":[{"content":[{"data":{},"marks":[],"nodeType":"text","value":"The code is committed to Github."}],"data":{},"nodeType":"paragraph"}],"data":{},"nodeType":"list-item"},{"content":[{"content":[{"data":{},"marks":[],"nodeType":"text","value":"Circle CI runs a job based on which project is modified."}],"data":{},"nodeType":"paragraph"}],"data":{},"nodeType":"list-item"},{"content":[{"content":[{"data":{},"marks":[],"nodeType":"text","value":"The CircleCI Job pushes the built Docker image to Dockerhub."}],"data":{},"nodeType":"paragraph"}],"data":{},"nodeType":"list-item"},{"content":[{"content":[{"data":{},"marks":[],"nodeType":"text","value":"The Watchtower image deployed in the Docker Compose production stack detects a new image version."}],"data":{},"nodeType":"paragraph"}],"data":{},"nodeType":"list-item"},{"content":[{"content":[{"data":{},"marks":[],"nodeType":"text","value":"Watchtower redeploys the new image. "}],"data":{},"nodeType":"paragraph"}],"data":{},"nodeType":"list-item"}],"data":{},"nodeType":"ordered-list"},{"content":[],"data":{"target":{"sys":{"id":"2KEtuDXW5luyXungBK8Hoj","linkType":"Asset","type":"Link"}}},"nodeType":"embedded-asset-block"},{"content":[{"data":{},"marks":[],"nodeType":"text","value":""}],"data":{},"nodeType":"paragraph"}],"data":{},"nodeType":"document"},"excerpt":"lets talk about how I set up continuous integration and continuous deployment for my portfolio and blog with some string and a docker container.","media":{"description":"You don't need to use Jenkins","file":{"url":"//images.ctfassets.net/ouj3yibxj44w/5L8v4JHqU6zSP5DhqBGdRQ/40782138e01798d6eed3bb59e5b5409c/1_p4Yqglt2-fmLnGanM-vs2g.jpeg","details":{"image":{"height":303,"width":500,"__typename":"ImageDetails"},"__typename":"FileDetails"},"__typename":"File"},"__typename":"Asset"},"tags":["CI/CD","CircleCI","WatchTower","GitHub"],"sys":{"id":"6hE60u9DXTxkp4hiOocz16","revision":26,"createdAt":"2022-04-20T10:12:55.197+00:00","updatedAt":"2023-06-02T22:06:31.293+00:00","__typename":"SystemProperties"},"__typename":"BlogPost"},{"id":"auth-async-content","title":"👨🏼‍🎨 Designing an authenticated asynchronous backend with Auth0 and Contentful Webhooks","content":{"content":[{"content":[{"data":{},"marks":[],"nodeType":"text","value":"🔥 Impetus"}],"data":{},"nodeType":"heading-2"},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"After failing to win over a company during a system design interview, I felt it was necessary to brush up on the system design skills necessary for a product / senior engineer. The feedback I received told me that I do not express confidence in owning my design. While I could articulate the pros, and cons and understand the trade-offs of particular technologies and architectures, I was not able to say for sure that it was best for the functionality. Perhaps it was a lack of experience with this kind of interview, or I saw it as a collaborative session, where we discussed the journey to fleshing out a system design, in any case, I feel that it means that I need to lift my eyes above the code itself and think more about the technical landscape the code resides in."}],"data":{},"nodeType":"paragraph"},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"🛖 Current Backend Architecture"}],"data":{},"nodeType":"heading-2"},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"To gain more experience I turned to my portfolio, which is built up of a small constellation of docker containers; an app, a service, and the Contentful CMS, built on CircleCI, monitored and deployed using Watchtower. it's a small-scale system with not much in the way of scalability, but for the scant number of users I see trickle in to view my portfolio, it's enough for now."}],"data":{},"nodeType":"paragraph"},{"content":[],"data":{"target":{"sys":{"id":"1nJJ6IBCGO5tWcccfM4jo9","linkType":"Asset","type":"Link"}}},"nodeType":"embedded-asset-block"},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"While thinking about how async distributed systems, I could see there were a few glaring issues in the current architecture. I could see that the top-down process used to transport data from the Contentful CMS up to the front end is quite inefficient. It's all user-driven, the user accesses the front end, which makes two calls to my backend concurrently, which in turn makes 5 calls to Contentful to collect the portfolio content and another call to gather the blog posts. This seems all well and good, and can generally get the data to the user within a second or so, but when you consider that potentially there could be hundreds of users accessing my portfolio, the number of network calls can stack up considerably. Degrading performance and potentially damaging first impressions with potential employers."}],"data":{},"nodeType":"paragraph"},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"💡Initial Idea"}],"data":{},"nodeType":"heading-2"},{"content":[],"data":{"target":{"sys":{"id":"3zN8ZpIrui0eAiOtEQ4I99","linkType":"Asset","type":"Link"}}},"nodeType":"embedded-asset-block"},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"It would make sense that the collection of the latest content from Contentful should be triggered from the CMS side instead of by the user. The backend service should maintain a cache of the latest content, ready to be served up instantly to visitors to my portfolio front end, without having to make calls to external entities while the user is waiting in line."}],"data":{},"nodeType":"paragraph"},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"This idea, in theory, should improve frontend performance as content is instantly returned, instead of doing a lot of processing to get fresh data to the user. "}],"data":{},"nodeType":"paragraph"},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"💭 Things to consider"}],"data":{},"nodeType":"heading-2"},{"content":[{"content":[{"content":[{"data":{},"marks":[],"nodeType":"text","value":"Does Contentful provide a way to emit events when new data is published / unpublished at least? "}],"data":{},"nodeType":"paragraph"}],"data":{},"nodeType":"list-item"},{"content":[{"content":[{"data":{},"marks":[],"nodeType":"text","value":"How are we going to consume that event, via REST, PubSub?"}],"data":{},"nodeType":"paragraph"}],"data":{},"nodeType":"list-item"},{"content":[{"content":[{"data":{},"marks":[],"nodeType":"text","value":"We don't want just anyone to be able to invoke these cache regeneration endpoints, we should be authenticating these clients."}],"data":{},"nodeType":"paragraph"}],"data":{},"nodeType":"list-item"},{"content":[{"content":[{"data":{},"marks":[],"nodeType":"text","value":"Does it make sense for now to hold the cache in memory or do we need to use something like Redis to hold the data for us? "}],"data":{},"nodeType":"paragraph"}],"data":{},"nodeType":"list-item"}],"data":{},"nodeType":"unordered-list"},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"🔮 Detecting changes in content"}],"data":{},"nodeType":"heading-2"},{"content":[],"data":{"target":{"sys":{"id":"5UaDf4Ngy4KnfPCVby8Agn","linkType":"Asset","type":"Link"}}},"nodeType":"embedded-asset-block"},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"As it turns out Contentful does have quite powerful webhook functionality, where Contentful can issue outbound REST requests for particular content types and almost all of their content state transitions, for me the most important ones are published and unpublish. You can also customise the webhook endpoint URL, the request method, payload, and request headers, allowing you to craft requests tailored to your API and its requirements with ease. One downside is that they don't offer a playground or a test bench to allow you to test these webhooks, it's just a case of setting it up and seeing if it flies."}],"data":{},"nodeType":"paragraph"},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"🪪 Authenticating the webhook request "}],"data":{},"nodeType":"heading-2"},{"content":[],"data":{"target":{"sys":{"id":"30cArQLS6BmMTPnvrJ6OvU","linkType":"Asset","type":"Link"}}},"nodeType":"embedded-asset-block"},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"I wanted to be able to authenticate incoming webhook requests so that I could be sure that some bad actor somewhere can't sabotage my new backend system. I also didn't want to hand-roll my authorization mechanism, as to me that would be reinventing a wheel of poorer quality than a battle-tested offering could be used instead. "}],"data":{},"nodeType":"paragraph"},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"Having a look around the different AaaS (Authentication as a Service) offerings, I could see that Auth0 was a good fit, they have a generous free tier offering, 1000 machine-to-machine authentications per month which would more than cover the <25 webhook calls that would potentially be made per month. "}],"data":{},"nodeType":"paragraph"},{"content":[],"data":{"target":{"sys":{"id":"4EOuF26Czjg0MNvDocHV6T","linkType":"Asset","type":"Link"}}},"nodeType":"embedded-asset-block"},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"↩️ Redirect for safety"}],"data":{},"nodeType":"heading-2"},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"Just delving into implementation details for a moment, I opted to have the webhook pass the client credentials to my backend service, which would be used to authenticate with Auth0, if successful and with the token in hand the service would redirect back to itself and validate the token almost as a form of 2FA, and as a measure to simplify dealing with Contentful's webhooks directly, as even though Contentful have a webhook API this would require extra work persisting JWT tokens, it made sense to keep things simple without it."}],"data":{},"nodeType":"paragraph"},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"🎒 Caching for simplicity"}],"data":{},"nodeType":"heading-2"},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"I opted to implement a simple in-memory cache it couldn't even be called a true cache at all. When digging into the actual implementation, it's just a Rust Struct wrapped in a Mutex:"}],"data":{},"nodeType":"paragraph"},{"content":[{"data":{},"marks":[{"type":"code"}],"nodeType":"text","value":"#[derive(Debug, Clone)]\npub struct Cache {\n pub cv: String,\n pub blog: String,\n}\nlet cache = Data::new(Mutex::new(Cache {}));"}],"data":{},"nodeType":"paragraph"},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"Since the data isn't time sensitive and doesn't grow over time, this is adequate to store a snapshot of the portfolio and blog. A bonus is that since we're using a struct we get "},{"data":{},"marks":[{"type":"bold"},{"type":"italic"}],"nodeType":"text","value":"O(1)"},{"data":{},"marks":[],"nodeType":"text","value":" access to the data. I considered a HashMap but since we always know we are keying on "},{"data":{},"marks":[{"type":"bold"}],"nodeType":"text","value":"cv"},{"data":{},"marks":[],"nodeType":"text","value":" and "},{"data":{},"marks":[{"type":"bold"}],"nodeType":"text","value":"blog"},{"data":{},"marks":[],"nodeType":"text","value":" a struct is the best way to go."}],"data":{},"nodeType":"paragraph"},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"Caching the content as strings removes the need to serialise the content when a user requests it, shaving off 10 - 20ms of mainline processing on average. When the Contentful web hook fires only then is the content serialised."}],"data":{},"nodeType":"paragraph"},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"🔩 Putting it all together"}],"data":{},"nodeType":"heading-2"},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"With CMS webhooks, client authentication and caching are all in place. This design triggers a cache regeneration only when data changes in Contentful. The data is always up to date and ready and waiting to be served to the front end whenever it is accessed. The cache regeneration endpoints are safe and secure from bad actors. "}],"data":{},"nodeType":"paragraph"},{"content":[],"data":{"target":{"sys":{"id":"69F5yWfjeGAAmPheEiJjsj","linkType":"Asset","type":"Link"}}},"nodeType":"embedded-asset-block"},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"With this all in place and running in production we can see a minimum 10x front-end performance improvement, with backend requests now responding within 9 - 20ms consistently, down from 400ms - 700ms per cold non-browser cached request and 150 - 350ms per warm browser cached request."}],"data":{},"nodeType":"paragraph"},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"The below design outlines the new content update flow. The system is now more autonomous and data-driven instead of user-driven. The number of requests to Contentful is reduced to 5 per CV update and 1 per Blog update, instead of 8 per front-end page load. "}],"data":{},"nodeType":"paragraph"},{"content":[],"data":{"target":{"sys":{"id":"4UToo3DcFhDQXgZdjIk7XJ","linkType":"Asset","type":"Link"}}},"nodeType":"embedded-asset-block"},{"content":[{"data":{},"marks":[],"nodeType":"text","value":""}],"data":{},"nodeType":"paragraph"}],"data":{},"nodeType":"document"},"excerpt":"Following a less than stellar system design interview. I felt that I would brush up on the skills required for a product / senior engineer in designing a asynchronous distributed system. ","media":{"description":"Star trek screenshot stating Data Driven","file":{"url":"//images.ctfassets.net/ouj3yibxj44w/48oZ8lTyRKWpTv5zVTNn4V/bd836402c823f22e9f16a80dc8802698/BfBJJniIMAARi8Y.jpg","details":{"image":{"height":334,"width":600,"__typename":"ImageDetails"},"__typename":"FileDetails"},"__typename":"File"},"__typename":"Asset"},"tags":["Async Architecture","Auth0","Contentful Webhook","System Design"],"sys":{"id":"78P7kwcglfRctCiGSHjSUI","revision":40,"createdAt":"2022-06-27T13:33:28.635+00:00","updatedAt":"2023-06-02T22:06:17.167+00:00","__typename":"SystemProperties"},"__typename":"BlogPost"},{"id":"rusty-contentful-api","title":"🧱 Building a Ramshackle Contentful Client API in Rust","content":{"content":[{"content":[{"data":{},"marks":[],"nodeType":"text","value":"Originally I thought it would be best to host my WordPress instance and use it to host my blog. I'd have some Rest Service sit in front of it and query it for content and serve it up to my Portfolio front easy peasy. I would have control over everything and most of all for my purposes it would be free. But I soon realised the headache that entailed. I needed to essentially worry about:"}],"data":{},"nodeType":"paragraph"},{"content":[{"content":[{"content":[{"data":{},"marks":[],"nodeType":"text","value":"Security"}],"data":{},"nodeType":"paragraph"}],"data":{},"nodeType":"list-item"},{"content":[{"content":[{"data":{},"marks":[],"nodeType":"text","value":"Plug-ins"}],"data":{},"nodeType":"paragraph"}],"data":{},"nodeType":"list-item"},{"content":[{"content":[{"data":{},"marks":[],"nodeType":"text","value":"Data Persistence"}],"data":{},"nodeType":"paragraph"}],"data":{},"nodeType":"list-item"},{"content":[{"content":[{"data":{},"marks":[],"nodeType":"text","value":"Locking down the instance to operate in API mode only"}],"data":{},"nodeType":"paragraph"}],"data":{},"nodeType":"list-item"}],"data":{},"nodeType":"unordered-list"},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"All of these things made building up my blog a chore in my mind, I would need to log in to prod through a risky admin interface exposed to the entire internet that anyone could find and exploit. I needed to handle several plug-ins that seemingly broke constantly, to redirect traffic from the main WordPress frontend to my domain and handle a few other things I wanted to include. I was concerned that if the Cloud machine I am using to host the project ever died, all of my content would be lost forever, as I did not have any backup or persistent storage beyond some Docker volumes to hold all of the data. "}],"data":{},"nodeType":"paragraph"},{"content":[{"data":{},"marks":[{"type":"italic"}],"nodeType":"text","value":"It made me not want to use it."}],"data":{},"nodeType":"paragraph"},{"content":[],"data":{},"nodeType":"hr"},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"But then I found "},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"Contentful"}],"data":{"uri":"https://www.contentful.com/"},"nodeType":"hyperlink"},{"data":{},"marks":[],"nodeType":"text","value":"."}],"data":{},"nodeType":"paragraph"},{"content":[],"data":{"target":{"sys":{"id":"58lvArSW0VWNj3TArMibXf","linkType":"Asset","type":"Link"}}},"nodeType":"embedded-asset-block"},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"Contentful is a Content as a Service (CaaS) headless content management system. I had considered them a few times previously, taking a look at their pricing model and functionality, but I was quite busy at the time with a job move to be able to explore what they offered and how I could use it. So I put the idea to the back of my mind and carried on with the tumult."}],"data":{},"nodeType":"paragraph"},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"Recently I decided to take the plunge to add Contentful to my project stack in place of WordPress. When taking a look I could see their free offering was perfect for my needs. they were API-only, and not blog-focused, I would be able to craft my content to my own needs, which opened a lot of scopes to migrate my largely hardcoded portfolio content, that I was bundling with my backend API. "}],"data":{},"nodeType":"paragraph"},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"Previously if I ever wanted to make any changes or additions to my portfolio, I would need to redeploy my backend service, which is quite a heavy operation for something as little as simple text changes, requiring:"}],"data":{},"nodeType":"paragraph"},{"content":[{"content":[{"content":[{"data":{},"marks":[],"nodeType":"text","value":"Committing the changes to "},{"data":{},"marks":[{"type":"bold"}],"nodeType":"text","value":"main"}],"data":{},"nodeType":"paragraph"}],"data":{},"nodeType":"list-item"},{"content":[{"content":[{"data":{},"marks":[],"nodeType":"text","value":"CircleCI running the whole CICD pipeline for both frontend and backend jobs"}],"data":{},"nodeType":"paragraph"}],"data":{},"nodeType":"list-item"},{"content":[{"content":[{"data":{},"marks":[],"nodeType":"text","value":"Rebuilding both Docker images"}],"data":{},"nodeType":"paragraph"}],"data":{},"nodeType":"list-item"},{"content":[{"content":[{"data":{},"marks":[],"nodeType":"text","value":"Pushing those images to the registry"}],"data":{},"nodeType":"paragraph"}],"data":{},"nodeType":"list-item"},{"content":[{"content":[{"data":{},"marks":[],"nodeType":"text","value":"Redeploying the new images with "},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"watchtower"}],"data":{"uri":"https://github.com/containrrr/watchtower"},"nodeType":"hyperlink"},{"data":{},"marks":[],"nodeType":"text","value":""}],"data":{},"nodeType":"paragraph"}],"data":{},"nodeType":"list-item"}],"data":{},"nodeType":"ordered-list"},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"I had taken a look at "},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"this Contentful Rust Crate"}],"data":{"uri":"https://docs.rs/contentful/latest/contentful/"},"nodeType":"hyperlink"},{"data":{},"marks":[],"nodeType":"text","value":" and for simple purposes, it was my silver bullet. I'd be able to remove WordPress from my project stack. Refactor my backend service to query data from Contentful using this handy crate, and head off into the sunset."}],"data":{},"nodeType":"paragraph"},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"So that is exactly what I tried to do. I was able to start pulling data from Contentful using my Rust-based backend service. Once I got my head around setting up the correct data structures to house my BlogPost model, I was able to get data up to the front end and start to display it. I was even so lucky to discover there are whole "},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"NPM packages"}],"data":{"uri":"https://www.npmjs.com/package/@contentful/rich-text-react-renderer"},"nodeType":"hyperlink"},{"data":{},"marks":[],"nodeType":"text","value":" ready and waiting to consume Contentful rich text data, so I could easily transplant content from Contentful straight into React components without lifting a finger."}],"data":{},"nodeType":"paragraph"},{"content":[{"data":{},"marks":[{"type":"italic"}],"nodeType":"text","value":"But then I noticed a big snag."}],"data":{},"nodeType":"paragraph"},{"content":[],"data":{},"nodeType":"hr"},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"I noticed Rich text with image assets was not being rendered correctly. This is because Contentful NPM-rich text renderers put the onus on you to configure how to render references and image assets. The "},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"Contentful crate"}],"data":{"uri":"https://docs.rs/contentful/latest/contentful/"},"nodeType":"hyperlink"},{"data":{},"marks":[],"nodeType":"text","value":" was not resolving the "},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"included "}],"data":{"uri":"https://www.contentful.com/developers/docs/concepts/links/"},"nodeType":"hyperlink"},{"data":{},"marks":[],"nodeType":"text","value":"content that can be referenced within rich text data, and considering that the existing rich text renderers want you to tell it how to handle images and content references. It somewhat made sense."}],"data":{},"nodeType":"paragraph"},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"To be able to extract and expose the "},{"data":{},"marks":[{"type":"italic"}],"nodeType":"text","value":"included "},{"data":{},"marks":[],"nodeType":"text","value":"data, I tried to take advantage of Rusts trait mechanisms to try to implement an extension to the Contentful crate so that I could cobble together the data I needed to be able to render content in the front correctly. Sadly I found that the methods I wished to marry were private at the crate level and I was not able to access them within my trait implementation. "}],"data":{},"nodeType":"paragraph"},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"My first option was to just throw out the Contentful crate altogether, and just implement a really simple HTTP request using "},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"Reqwest "}],"data":{"uri":"https://docs.rs/reqwest/latest/reqwest/"},"nodeType":"hyperlink"},{"data":{},"marks":[],"nodeType":"text","value":"to the Contentful API and then return whatever data they sent back, unmassaged and unmodified. this made me wonder what benefit I was getting from having a backend service in the first place."}],"data":{},"nodeType":"paragraph"},{"content":[{"data":{},"marks":[{"type":"code"}],"nodeType":"text","value":"async fn get(&self) -> Result\nwhere T: DeserializeOwned,\n{\n Ok(reqwest::Client::new()\n .get(format!(\n \"{}/spaces/{}/environments/{}/entries?access_token={}\",\n self.config.blog_host,\n self.config.space_id,\n self.config.environment,\n self.config.access_token\n ))\n .send()\n .await?\n .json()\n .await?)\n}"},{"data":{},"marks":[],"nodeType":"text","value":"\nWith this, I wasn't able to change the content type or use any of the other Contentful API parameters, unless I wanted to implement a whole query builder. overall it was very ineffective not very useful, and wouldn't work for the looming portfolio content migration."}],"data":{},"nodeType":"paragraph"},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"I then decided to essentially fork the Contentful crate itself, the crate has an MIT license and even though half of it didn't apply to my use case, having the actual code that I could manipulate as I saw fit was a good start. I gave the code an overhaul replacing a lot of the "},{"data":{},"marks":[{"type":"italic"}],"nodeType":"text","value":"if let some() ... "},{"data":{},"marks":[],"nodeType":"text","value":"statements and trees of "},{"data":{},"marks":[{"type":"italic"}],"nodeType":"text","value":"if "},{"data":{},"marks":[],"nodeType":"text","value":"statements with more expressive "},{"data":{},"marks":[{"type":"italic"}],"nodeType":"text","value":"match "},{"data":{},"marks":[],"nodeType":"text","value":"statements. "}],"data":{},"nodeType":"paragraph"},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"Before:"}],"data":{},"nodeType":"heading-4"},{"content":[{"data":{},"marks":[{"type":"code"}],"nodeType":"text","value":"fn resolve_object(\n &self,\n value: &mut Value,\n includes: &Value,\n) -> Result<(), Box> {\n let sys_type = value[\"sys\"][\"type\"].clone();\n if sys_type == \"Entry\" {\n self.resolve_entry(value, &includes)?;\n //*value = value[\"fields\"].clone(); } else if sys_type == \"Link\" {\n self.resolve_link(value, &includes)?;\n //*value = value[\"fields\"].clone(); } else {\n let node_type = value[\"nodeType\"].clone();\n if node_type == \"document\" {\n log::warn!(\"TODO: richtext\");\n } else {\n unimplemented!(\"{} - {} not implemented\", &sys_type, &node_type);\n }\n }\n Ok(())\n}"}],"data":{},"nodeType":"paragraph"},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"After:"}],"data":{},"nodeType":"heading-4"},{"content":[{"data":{},"marks":[{"type":"code"}],"nodeType":"text","value":"fn resolve_object(&self, value: &mut Value, includes: &Value) {\n match value[\"sys\"][\"type\"].clone() {\n Value::String(sys_type) if sys_type == \"Entry\" => self.resolve_entry(value, includes),\n Value::String(sys_type) if sys_type == \"Link\" => self.resolve_link(value, includes),\n _ => (),\n };\n}"},{"data":{},"marks":[],"nodeType":"text","value":"\nI was able to trim down the complexity of the code by really leaning into Rust's pattern-matching features and removing unnecessary cases that I didn't need nor were handled in the original anyway. I also removed all of the "},{"data":{},"marks":[{"type":"italic"}],"nodeType":"text","value":"in my opinion "},{"data":{},"marks":[],"nodeType":"text","value":"unnecessary result-type objects being returned. they added a lot of complexity to the code for no real benefit. I guess the original point was to have the code return errors if the reference resolution algorithm got into a state it couldn't handle. but the original code only ever returned "},{"data":{},"marks":[{"type":"italic"}],"nodeType":"text","value":"Ok "},{"data":{},"marks":[],"nodeType":"text","value":"variants. so to me, it appeared to be dead weight and it was cut."}],"data":{},"nodeType":"paragraph"},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"Now the main reason to fork the Contentful crate was to be able to expose the included data I spoke about earlier. I was able to do this quite easily, the "},{"data":{},"marks":[{"type":"italic"}],"nodeType":"text","value":"includes "},{"data":{},"marks":[],"nodeType":"text","value":"were being used to do some basic reference resolution. My next job was then to get this data out by doing the following: "}],"data":{},"nodeType":"paragraph"},{"content":[{"data":{},"marks":[{"type":"code"}],"nodeType":"text","value":"#[derive(Serialize, Deserialize, Debug, Clone)]\r\npub struct Entries {\r\n pub entries: Vec,\r\n pub includes: Option,\r\n}\r\n\r\nasync fn get_entries_by_query_string(\r\n &self,\r\n query_string: &str,\r\n) -> Result>, Box>\r\nwhere \r\n for<'a> T: Serialize + DeserializeOwned,\r\n{\r\n // omitted\r\n let includes = match response.clone().get(\"includes\") {\r\n Some(includes) => Some(includes.clone().to_owned()),\r\n None => None,\r\n };\r\n match response.clone().get_mut(\"items\") {\r\n Some(items) if items.is_array() => {\r\n // omitted\r\n Ok(Some(Entries { entries, includes }))\r\n }\r\n _ => Ok(None),\r\n }\r\n}"},{"data":{},"marks":[],"nodeType":"text","value":"\n\nBy returning an"},{"data":{},"marks":[{"type":"italic"}],"nodeType":"text","value":" Entries"},{"data":{},"marks":[],"nodeType":"text","value":" object I would be able to return both the resolved Contentful entries as well as the "},{"data":{},"marks":[{"type":"italic"}],"nodeType":"text","value":"included "},{"data":{},"marks":[],"nodeType":"text","value":"data. This adds a little bit of bloat to the response data, but to be able to render content properly I think this was the best way forward. The client API implementation can be found "},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"here"}],"data":{"uri":"https://github.com/DanielWilliamClarke/Cujo/blob/master/service/contentful/src/contentful_client.rs"},"nodeType":"hyperlink"},{"data":{},"marks":[],"nodeType":"text","value":""}],"data":{},"nodeType":"paragraph"},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"For now, my version of the Contentful client lives as a local library crate within my backend rust service. I can now easily create content models, populate them with entries, declare a model struct in my backend, and then use the Contentful client to retrieve the data for my frontend portfolio and blog to consume."}],"data":{},"nodeType":"paragraph"},{"content":[{"data":{},"marks":[{"type":"code"}],"nodeType":"text","value":"#[derive(Serialize, Deserialize, Debug, Clone)]\r\npub struct BlogPost {\r\n id: String,\r\n title: String,\r\n content: Value,\r\n excerpt: Option,\r\n media: Option,\r\n tags: Vec,\r\n sys: SystemProperties,\r\n}\r\n\r\npub struct BlogReader {\r\n client: Box,\r\n}\r\n\r\n// ...\r\n\r\n#[async_trait(?Send)]\r\nimpl Reader for BlogReader {\r\n type Data = Option>;\r\n\r\n async fn get(&self) -> Result {\r\n let builder = QueryBuilder::new().content_type_is(\"blogPost\");\r\n\r\n Ok(self.client.get_entries::(Some(builder)).await?)\r\n }\r\n}"}],"data":{},"nodeType":"paragraph"},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"With all this in place, it was very simple to migrate my hardcoded portfolio content from JSON into Contentful, I was able to essentially follow the same pattern described above, and package the data up to be consumed by the front, the backend implementation of which can be found "},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"here"}],"data":{"uri":"https://github.com/DanielWilliamClarke/Cujo/tree/master/service/src/cv"},"nodeType":"hyperlink"},{"data":{},"marks":[],"nodeType":"text","value":"."}],"data":{},"nodeType":"paragraph"},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"I may reimplement the parts of the original crate I removed and release it to "},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"crates.io"}],"data":{"uri":"https://crates.io/"},"nodeType":"hyperlink"},{"data":{},"marks":[],"nodeType":"text","value":" as an alternative with a little extra functionality to toggle exposing the included data or not. but for now, this meets my needs. You can look "},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"here "}],"data":{"uri":"https://github.com/DanielWilliamClarke/Cujo/tree/master/service"},"nodeType":"hyperlink"},{"data":{},"marks":[],"nodeType":"text","value":"if you wish to see the whole implementation. "}],"data":{},"nodeType":"paragraph"},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"if you made it this far, I hope this has been helpful or at least interesting! ✌"}],"data":{},"nodeType":"paragraph"},{"content":[],"data":{},"nodeType":"hr"},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"📦 What I had"}],"data":{},"nodeType":"heading-3"},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"A WordPress docker container, ready to be hacked, and/or data (my hard work) scattered to the digital void. 🔮"}],"data":{},"nodeType":"paragraph"},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"🧩What I needed"}],"data":{},"nodeType":"heading-3"},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"To ditch hosting my infrastructure and use a CaaS ("},{"data":{},"marks":[{"type":"bold"}],"nodeType":"text","value":"C"},{"data":{},"marks":[],"nodeType":"text","value":"ontent "},{"data":{},"marks":[{"type":"bold"}],"nodeType":"text","value":"a"},{"data":{},"marks":[],"nodeType":"text","value":"s "},{"data":{},"marks":[{"type":"bold"}],"nodeType":"text","value":"a"},{"data":{},"marks":[],"nodeType":"text","value":" "},{"data":{},"marks":[{"type":"bold"}],"nodeType":"text","value":"S"},{"data":{},"marks":[],"nodeType":"text","value":"ervice) offering to streamline the process of content management. 🚀"}],"data":{},"nodeType":"paragraph"},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"😫Headaches"}],"data":{},"nodeType":"heading-3"},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"Rust is quite unforgiving regarding software correctness, there were a few moments where I fought with Rust to do what I thought was right. 🥊"}],"data":{},"nodeType":"paragraph"},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"✨Successes"}],"data":{},"nodeType":"heading-3"},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"Once I had the Client API in place, it was a breeze to implement the portfolio content retrieval, I even started to experiment with async traits just to make things hard again. 🤦‍♂️"}],"data":{},"nodeType":"paragraph"},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"💎Benefits"}],"data":{},"nodeType":"heading-3"},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"With everything in place, if I want to add new entries to my portfolio experience, education and projects sections, make general text changes, and write new blog posts, I no longer need to redeploy the entire project. 🎰 "}],"data":{},"nodeType":"paragraph"}],"data":{},"nodeType":"document"},"excerpt":"I walk through my process on how I built a Contentful API using Rust","media":{"description":"Clippy the rust crab logo","file":{"url":"//images.ctfassets.net/ouj3yibxj44w/QrNAfRe8TivYpYvs4dN5g/bf95277372607d6e0748e4aff6f294da/not_desired_behavior.svg","details":{"image":{"height":819,"width":1354,"__typename":"ImageDetails"},"__typename":"FileDetails"},"__typename":"File"},"__typename":"Asset"},"tags":["Rust","Contentful","API"],"sys":{"id":"1eKQ15KoROQoWwP6knUglK","revision":66,"createdAt":"2022-04-06T14:16:27.417+00:00","updatedAt":"2023-06-02T22:06:03.645+00:00","__typename":"SystemProperties"},"__typename":"BlogPost"},{"id":"wordpress-to-contentful","title":"👷 Wordpress to Contentful ","content":{"content":[{"content":[{"data":{},"marks":[],"nodeType":"text","value":"I've recently migrated my blogging CDN from WordPress over to Contentful, with the main aim of not hosting my own CDN infrastructure. Removing the complexity of handling its security, so that I can just focus on writing when need takes me."}],"data":{},"nodeType":"heading-4"},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"Since I hadn't started my blog on my WordPress infrastructure, it was quite simple to migrate, "},{"data":{},"marks":[{"type":"italic"}],"nodeType":"text","value":"wouldn't you believe? "}],"data":{},"nodeType":"paragraph"},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"I basically chopped out the WordPress containers from the docker-compose configs this website runs from, refactored the backend service to call the Contentful API, and finally massaged that data through the front-end React components, and Voila, a Contentful-powered blog with a custom front-end. "}],"data":{},"nodeType":"paragraph"},{"content":[{"data":{},"marks":[],"nodeType":"text","value":"I do have to admit that I feel I am not following the most optimal route to transport blog posts from Contentful to my Portfolio, Mainly down to my choice to implement my backend service in Rust, and my persistence to have a backend service written in Rust. 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